{"id":35473,"date":"2019-10-31T22:04:32","date_gmt":"2019-10-31T19:04:32","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novaya-statya-vychislitelnaya-fotografiya\/"},"modified":"2019-10-31T22:04:32","modified_gmt":"2019-10-31T19:04:32","slug":"novaya-statya-vychislitelnaya-fotografiya","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/news\/novaya-statya-vychislitelnaya-fotografiya","title":{"rendered":"Artikulli i ri: Fotografia Computuese","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Origjinali i artikullit \u00ebsht\u00eb publikuar n\u00eb webin <noindex><a rel=\"nofollow noopener noreferrer\" href=\"https:\/\/vas3k.ru\/\" target=\"_blank\">Vastrik.ru<\/a><\/noindex>&nbsp;dhe \u00ebsht\u00eb publikuar n\u00eb 3DNews me lejen e autorit. Ne e paraqesim tekstin e plot\u00eb t\u00eb artikullit, p\u00ebrve\u00e7 nj\u00eb numri t\u00eb madh referencash - ato do t'ju ndihmojn\u00eb ata q\u00eb jan\u00eb seriozisht t\u00eb interesuar p\u00ebr tem\u00ebn dhe d\u00ebshirojn\u00eb t\u00eb studiojn\u00eb aspektet teorike t\u00eb fotografis\u00eb computacionale m\u00eb thell\u00eb, por p\u00ebr audienc\u00ebn e gjer\u00eb, ne e konsideruam k\u00ebt\u00eb material t\u00eb tepruar.&nbsp;&nbsp;<\/p>\n<p>Sot, asnj\u00eb prezantim i smartphone-ve nuk kalon pa shqyrtimin e kamer\u00ebs s\u00eb tij. \u00c7do muaj d\u00ebgjojm\u00eb p\u00ebr nj\u00eb sukses t\u00eb ri t\u00eb kamerave mobile: Google m\u00ebson Pixel t\u00eb fotografoj\u00eb n\u00eb err\u00ebsir\u00eb, Huawei zoom-on si nj\u00eb binok\u00ebl, Samsung vendos lidar, nd\u00ebrsa Apple b\u00ebn k\u00ebndet m\u00eb t\u00eb rrafshta n\u00eb bot\u00eb. Pak vende tani kan\u00eb inovacione kaq t\u00eb bollshme.<\/p>\n<p>Mirat, kamerat DSLR duken sikur q\u00ebndrojn\u00eb n\u00eb vend. Sony \u00e7do vit bombarduar me matricat e reja, nd\u00ebrsa prodhuesit len\u00eb t\u00eb kujtohen vet\u00ebm numrin e fundit t\u00eb versionit dhe vazhdojn\u00eb t\u00eb relaksohen n\u00eb an\u00eb. Kam nj\u00eb DSLR n\u00eb tavolin\u00eb p\u00ebr $3000, por kur udh\u00ebtoj, marr iPhone-in. Pse?<\/p>\n<p>Si\u00e7 thoshte nj\u00eb klasik - dola n\u00eb internet me k\u00ebt\u00eb pyetje. Atje diskutojn\u00eb disa 'algoritma' dhe 'rrjeta nervor\u00eb', pa pasur iden\u00eb se si konkretisht ndikon n\u00eb fotografi. Gazetar\u00ebt lexojn\u00eb me z\u00eb t\u00eb lart\u00eb numrin e megapiksel\u00ebve, bloger\u00ebt me nj\u00eb z\u00eb b\u00ebjn\u00eb unboxing t\u00eb paguar, nd\u00ebrsa estet\u00ebt e mbushin veten me 'perceptimin emocional t\u00eb palet\u00ebs s\u00eb ngjyrave t\u00eb sensorit'. E nj\u00ebjta histori si gjithmon\u00eb.<\/p>\n<p>Isha i detyruar t\u00eb ulem, t\u00eb harxhoj gjysm\u00ebn e jet\u00ebs dhe t\u00eb kuptoj gjith\u00e7ka vet\u00eb. N\u00eb k\u00ebt\u00eb artikull do t\u00eb tregoj se \u00e7far\u00eb m\u00ebsova.<\/p>\n<h2><noindex><a rel=\"nofollow\" href=\"#contents\" class=\"right paragraph tooltip\" data-tooltip=\"\u0412\u0435\u0440\u043d\u0443\u0442\u044c\u0441\u044f \u043a \u043e\u0433\u043b\u0430\u0432\u043b\u0435\u043d\u0438\u044e\">\u279c<\/a><\/noindex><noindex><a rel=\"nofollow\" name=\"\u0427\u0442\u043e \u0442\u0430\u043a\u043e\u0435 \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u0444\u043e\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u044f?\" href=\"#\u0427\u0442\u043e \u0442\u0430\u043a\u043e\u0435 \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u0444\u043e\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u044f?\" class=\"right paragraph tooltip\" data-tooltip=\"\u0421\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u044d\u0442\u0443 \u0433\u043b\u0430\u0432\u0443\">#<\/a><\/noindex>\u00c7far\u00eb \u00ebsht\u00eb fotografia kompjuterike?<\/h2>\n<p>Kudo, p\u00ebrfshir\u00eb Wikipedia, ofrohet p\u00ebraf\u00ebrsisht k\u00ebshtu: fotografia computacionale - \u00e7do teknik\u00eb e kapjes dhe p\u00ebrpunimit t\u00eb imazheve, ku n\u00eb vend t\u00eb transformimeve optike p\u00ebrdoren llogaritje digjitale. N\u00eb t\u00eb \u00ebsht\u00eb gjith\u00e7ka n\u00eb rregull, p\u00ebrve\u00e7 faktit se nuk shpjegon asgj\u00eb. N\u00ebn k\u00ebt\u00eb p\u00ebrkufizim b\u00ebn pjes\u00eb edhe autofocus-i, por nuk p\u00ebrfshihet optika e ndjeshme n\u00eb drit\u00eb, e cila na ka sjell\u00eb shum\u00eb t\u00eb dobishme. Paqart\u00ebsia e p\u00ebrkufizimeve zyrtare n\u00ebnkupton se ne nuk kemi iden\u00eb p\u00ebr \u00e7far\u00eb po flasim.<\/p>\n<p>Pioniere i fotografis\u00eb computacionale, profesori i Stanfordit Marc Levoy (ai q\u00eb aktualisht \u00ebsht\u00eb p\u00ebrgjegj\u00ebs p\u00ebr kamer\u00ebn n\u00eb Google Pixel) jep nj\u00eb p\u00ebrkufizim tjet\u00ebr - nj\u00eb grup metodash vizualizimi kompjuterik q\u00eb p\u00ebrmir\u00ebsojn\u00eb apo zgjasin mund\u00ebsit\u00eb e fotografis\u00eb digjitale, duke p\u00ebrdorur t\u00eb cilat rezulton nj\u00eb fotografi normale q\u00eb nuk mund t\u00eb ishte kapur teknikisht me k\u00ebt\u00eb kamer\u00eb n\u00eb m\u00ebnyr\u00ebn tradicionale. N\u00eb k\u00ebt\u00eb artikull mbaj pozicionin e tij.<\/p>\n<p>Pra, gjith\u00e7ka ishte faji i smartphone-ve.<\/p>\n<p style=\"text-align: center;\">Smartphon\u00ebt nuk kishin tjet\u00ebr zgjedhje, p\u00ebrve\u00e7se t\u00eb sillnin n\u00eb jet\u00eb nj\u00eb lloj t\u00eb ri fotografie - at\u00eb computacionale.<\/p>\n<p>Matricat e tyre t\u00eb vogla t\u00eb zhurmshme dhe objektivat e vogla me ndjeshm\u00ebri t\u00eb ul\u00ebt, sipas t\u00eb gjitha ligjeve t\u00eb fizik\u00ebs, duhej t\u00eb sillnin vet\u00ebm dhimbje e vuajtje. Ato edhe sillnin, derisa zhvilluesit e tyre e kuptuan men\u00e7urisht t\u00eb shfryt\u00ebzojn\u00eb pikat e tyre t\u00eb forta p\u00ebr t\u00eb luftuar dob\u00ebsit\u00eb - shutter-at elektronik\u00eb t\u00eb shpejt\u00eb, procesor\u00eb t\u00eb fuqish\u00ebm dhe softuer.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/9735433adae34a087804b604eff125d4.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Shumica e studimeve t\u00eb njohura n\u00eb fush\u00ebn e fotografis\u00eb kompjuterike bien n\u00eb vitet 2005-2015, q\u00eb n\u00eb shkenc\u00eb konsiderohet si diku pran\u00eb s\u00eb kaluar\u00ebs. Tani p\u00ebr tani, para syve tan\u00eb dhe n\u00eb xhepat tan\u00eb, po zhvillohet nj\u00eb fush\u00eb e re njohurie dhe teknologjie q\u00eb nuk ka ekzistuar ndonj\u00ebher\u00eb m\u00eb par\u00eb.<\/p>\n<p>Fotografia computacionale nuk \u00ebsht\u00eb vet\u00ebm selfie me bokeh neuro. Fotografia e fundit e nj\u00eb vrime t\u00eb zez\u00eb nuk do t\u00eb ishte realizuar pa metodat e fotografis\u00eb computacionale. P\u00ebr t\u00eb b\u00ebr\u00eb nj\u00eb foto t\u00eb till\u00eb me nj\u00eb teleskop t\u00eb zakonsh\u00ebm, do t\u00eb duhej ta b\u00ebnim t\u00eb nj\u00ebjtin sa Toka. Megjithat\u00eb, duke bashkuar t\u00eb dh\u00ebnat nga tet\u00eb teleskop\u00eb radiosh n\u00eb pika t\u00eb ndryshme t\u00eb globit ton\u00eb dhe duke shkruar disa skripta n\u00eb Python, mor\u00ebm fotografin\u00eb e par\u00eb n\u00eb bot\u00eb t\u00eb horizontit t\u00eb ngjarjeve. Edhe p\u00ebr selfie \u00ebsht\u00eb e p\u00ebrshtatshme.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/696e1ec7834e8bf47bff2aa8965b903a.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<h2><noindex><a rel=\"nofollow\" href=\"#contents\" class=\"right paragraph tooltip\" data-tooltip=\"\u0412\u0435\u0440\u043d\u0443\u0442\u044c\u0441\u044f \u043a \u043e\u0433\u043b\u0430\u0432\u043b\u0435\u043d\u0438\u044e\">\u279c<\/a><\/noindex><noindex><a rel=\"nofollow\" name=\"\u041d\u0430\u0447\u0430\u043b\u043e: \u0446\u0438\u0444\u0440\u043e\u0432\u0430\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430\" href=\"#\u041d\u0430\u0447\u0430\u043b\u043e: \u0446\u0438\u0444\u0440\u043e\u0432\u0430\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430\" class=\"right paragraph tooltip\" data-tooltip=\"\u0421\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u044d\u0442\u0443 \u0433\u043b\u0430\u0432\u0443\">#<\/a><\/noindex>Fillimi: p\u00ebrpunimi digjital<\/h2>\n<p>Imagjinojm\u00eb se kemi kthyer n\u00eb vitin 2007. Mama jon\u00eb \u00ebsht\u00eb anarkia, dhe fotografit\u00eb tona jan\u00eb jpeg t\u00eb zhurmsh\u00ebm 0.6-Mp t\u00eb kapura me skateboard. Rreth asaj kohe na shfaqet d\u00ebshira e par\u00eb e pakontrolluar p\u00ebr t\u00eb shtuar preset, p\u00ebr t'i fshehur munges\u00ebn e cil\u00ebsis\u00eb s\u00eb matri\u00e7eve mobile. T\u00eb mos e ndalim veten.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/4078f9ff31730ac7b4dec18d4408a707.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<h2><noindex><a rel=\"nofollow\" href=\"#contents\" class=\"right paragraph tooltip\" data-tooltip=\"\u0412\u0435\u0440\u043d\u0443\u0442\u044c\u0441\u044f \u043a \u043e\u0433\u043b\u0430\u0432\u043b\u0435\u043d\u0438\u044e\">\u279c<\/a><\/noindex><noindex><a rel=\"nofollow\" name=\"\u041c\u0430\u0442\u0430\u043d \u0438 \u0438\u043d\u0441\u0442\u0430\u0433\u0440\u0430\u043c\" href=\"#\u041c\u0430\u0442\u0430\u043d \u0438 \u0438\u043d\u0441\u0442\u0430\u0433\u0440\u0430\u043c\" class=\"right paragraph tooltip\" data-tooltip=\"\u0421\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u044d\u0442\u0443 \u0433\u043b\u0430\u0432\u0443\">#<\/a><\/noindex>Matan dhe Instagrami<\/h2>\n<p>Me daljen e Instagramit, t\u00eb gjith\u00eb u p\u00ebrfshin n\u00eb filtrat. Si dikush q\u00eb n\u00eb nj\u00eb koh\u00eb b\u00ebri inxhinieri mbrapsht X-Pro II, Lo-Fi dhe Valencia p\u00ebr, sigurisht, arsye k\u00ebrkimore (kek), un\u00eb ende e mbaj mend se ato p\u00ebrb\u00ebheshin nga tre komponente:<\/p>\n<ul>\n<li>Cil\u00ebsimet e ngjyr\u00ebs (Hue, Saturation, Lightness, Contrast, Levels etj.) jan\u00eb coefficient t\u00eb thjesht\u00eb dixhital\u00eb, ashtu si t\u00eb gjith\u00eb presetet q\u00eb fotograf\u00ebt kan\u00eb p\u00ebrdorur q\u00eb n\u00eb koh\u00ebt e lashta.<\/li>\n<li>Hartat e mapimit t\u00eb nuancave (Tone Mapping) jan\u00eb vektor\u00eb t\u00eb vlerave, secila prej t\u00eb cilave na thoshte: 'Ngjyra e kuqe me nuanc\u00eb 128 duhet t\u00eb shnd\u00ebrrohet n\u00eb nuanc\u00eb 240.'<\/li>\n<li>Overleja \u00ebsht\u00eb nj\u00eb imazh gjysm\u00eb t\u00eb tejduksh\u00ebm me pluhurin, grurin, vinjet\u00ebn dhe gjith\u00e7ka tjet\u00ebr q\u00eb mund t\u00eb vendoset sip\u00ebr p\u00ebr t\u00eb arritur nj\u00eb efekt aspak t\u00eb zakonsh\u00ebm t\u00eb filmit t\u00eb vjet\u00ebr. Nuk ishte gjithmon\u00eb e pranishme.&nbsp; &nbsp;<\/li>\n<\/ul>\n<p>Filt\u00ebrat modern\u00eb nuk jan\u00eb larguar shum\u00eb nga kjo trefish, vet\u00ebm se jan\u00eb b\u00ebr\u00eb pak m\u00eb t\u00eb nd\u00ebrlikuar n\u00eb matematik\u00eb. Me ardhjen e shaderave harduerik\u00eb dhe OpenCL n\u00eb smartfon\u00eb, ata u riprogramuan shpejt p\u00ebr GPU, dhe kjo u konsiderua jasht\u00ebzakonisht e cool. Natyrisht, p\u00ebr vitin 2012. Sot \u00e7do nx\u00ebn\u00ebs mund ta b\u00ebj\u00eb t\u00eb nj\u00ebjt\u00ebn gj\u00eb n\u00eb CSS, dhe nuk do t\u00eb marr\u00eb asgj\u00eb n\u00eb diplomimin e tij.<\/p>\n<p>Megjithat\u00eb, p\u00ebrparimi i filtrave sot nuk \u00ebsht\u00eb ndalur. Djemt\u00eb nga Dehancer, p\u00ebr shembull, po angazhohen me filtrat jo-lineare - n\u00eb vend t\u00eb mapimit t\u00eb thjesht\u00eb t\u00eb nuancave, ata p\u00ebrdorin transformime m\u00eb komplekse jo-lineare, q\u00eb, sipas tyre, hapin shum\u00eb m\u00eb tep\u00ebr mund\u00ebsi.<\/p>\n<p>Transformimet jo-lineare mund t\u00eb krijojn\u00eb shum\u00eb gj\u00ebra, por ato jan\u00eb jasht\u00ebzakonisht t\u00eb nd\u00ebrlikuara, dhe ne, njer\u00ebzit, jemi jasht\u00ebzakonisht t\u00eb paditur. Sa her\u00eb q\u00eb nauka arrin n\u00eb transformime jo-lineare, ne e preferojm\u00eb t\u00eb shkojm\u00eb me metoda numerike dhe t\u00eb shtojm\u00eb n\u00eb \u00e7do vend rrjete neuronale q\u00eb t\u00eb shkruajn\u00eb kryevepra p\u00ebr ne. E nj\u00ebjta gj\u00eb ndodhi edhe k\u00ebtu.<\/p>\n<h2><noindex><a rel=\"nofollow\" href=\"#contents\" class=\"right paragraph tooltip\" data-tooltip=\"\u0412\u0435\u0440\u043d\u0443\u0442\u044c\u0441\u044f \u043a \u043e\u0433\u043b\u0430\u0432\u043b\u0435\u043d\u0438\u044e\">\u279c<\/a><\/noindex><noindex><a rel=\"nofollow\" name=\"\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u043a\u0430 \u0438 \u043c\u0435\u0447\u0442\u044b \u043e \u043a\u043d\u043e\u043f\u043a\u0435 &laquo;\u0448\u0435\u0434\u0435\u0432\u0440&raquo;\" href=\"#\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u043a\u0430 \u0438 \u043c\u0435\u0447\u0442\u044b \u043e \u043a\u043d\u043e\u043f\u043a\u0435 &laquo;\u0448\u0435\u0434\u0435\u0432\u0440&raquo;\" class=\"right paragraph tooltip\" data-tooltip=\"\u0421\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u044d\u0442\u0443 \u0433\u043b\u0430\u0432\u0443\">#<\/a><\/noindex>Automatika dhe \u00ebndrrat p\u00ebr butonin 'mahnit\u00ebs'<\/h2>\n<p>Kur t\u00eb gjith\u00eb ishin m\u00ebsuar me filtrat, filluam t'i vendosnim ato direkt n\u00eb aparatet fotografik\u00eb. Historia fsheh se cili nga prodhuesit ishte i pari, por p\u00ebr t\u00eb kuptuar se sa koh\u00eb ka kaluar - n\u00eb iOS 5.0, e cila doli n\u00eb vitin 2011, kishte tashm\u00eb nj\u00eb API publik p\u00ebr Rritjen Automatik t\u00eb Imazheve. Vet\u00ebm Jobsku e di se sa gjat\u00eb \u00ebsht\u00eb p\u00ebrdorur deri n\u00eb publikimin e tij.<\/p>\n<p>Automatizimi b\u00ebnte t\u00eb nj\u00ebjt\u00ebn gj\u00eb q\u00eb b\u00ebnte secili prej nesh, duke hapur fotografin\u00eb n\u00eb redaktues, - nxirrte zonat e err\u00ebta dhe m\u00ebndafshin, shtonte saturimin, hiqte syt\u00eb e kuq dhe rregulloi ngjyr\u00ebn e fytyr\u00ebs. P\u00ebrdoruesit madje nuk dyshonin se 'kamera e p\u00ebrmir\u00ebsuar Dramatically' n\u00eb smartfonin e ri ishte thjesht rezultat i disa shader\u00ebve t\u00eb rinj. Kishte ende pes\u00eb vjet deri n\u00eb daljen e Google Pixel dhe fillimin e zhurm\u00ebs p\u00ebr fotografin\u00eb kompjuterike.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/480b0c337a37ce33a178794104c2d541.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Sot, lufta p\u00ebr butonin 'shk\u00ebmbim' \u00ebsht\u00eb zhvendosur n\u00eb fush\u00ebn e m\u00ebsimit t\u00eb makinave. Pas disa eksperimentesh me ton-mapping, t\u00eb gjith\u00eb mor\u00ebn drejt trajnimit t\u00eb CNN-ve dhe GAN-ve p\u00ebr t\u00eb l\u00ebvizur korrekturat n\u00eb vend t\u00eb p\u00ebrdoruesit. Me fjal\u00eb t\u00eb tjera, t\u00eb p\u00ebrcaktohej nj\u00eb set optimal parametresh n\u00eb baz\u00eb t\u00eb imazhit hyr\u00ebs, q\u00eb do ta afronin at\u00eb me nj\u00eb kuptim subjektiv t\u00eb 'fotografis\u00eb s\u00eb mir\u00eb'. Implementuar n\u00eb Pixelmator Pro dhe redaktor\u00eb t\u00eb tjer\u00eb. Funksionon, si\u00e7 mund t\u00eb mendohet, jo gjithmon\u00eb dhe p\u00ebrher\u00eb.&nbsp;<\/p>\n<h2><noindex><a rel=\"nofollow\" href=\"#contents\" class=\"right paragraph tooltip\" data-tooltip=\"\u0412\u0435\u0440\u043d\u0443\u0442\u044c\u0441\u044f \u043a \u043e\u0433\u043b\u0430\u0432\u043b\u0435\u043d\u0438\u044e\">\u279c<\/a><\/noindex><noindex><a rel=\"nofollow\" name=\"\u0421\u0442\u0435\u043a\u0438\u043d\u0433 &mdash; 90% \u0443\u0441\u043f\u0435\u0445\u0430 \u043c\u043e\u0431\u0438\u043b\u044c\u043d\u044b\u0445 \u043a\u0430\u043c\u0435\u0440\" href=\"#\u0421\u0442\u0435\u043a\u0438\u043d\u0433 &mdash; 90% \u0443\u0441\u043f\u0435\u0445\u0430 \u043c\u043e\u0431\u0438\u043b\u044c\u043d\u044b\u0445 \u043a\u0430\u043c\u0435\u0440\" class=\"right paragraph tooltip\" data-tooltip=\"\u0421\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u044d\u0442\u0443 \u0433\u043b\u0430\u0432\u0443\">#<\/a><\/noindex>Stacking - 90% e suksesit t\u00eb kamerave mobile<\/h2>\n<p>Fotografia e v\u00ebrtet\u00eb kompjuterike filloi me stacking - vendosjen e disa fotografive mbi nj\u00ebra-tjetr\u00ebn. P\u00ebr nj\u00eb smartfon nuk \u00ebsht\u00eb problem t\u00eb shkrep\u00ebsh dhjet\u00eb fotografi p\u00ebr gjysm\u00eb sekonde. N\u00eb kamerat e tyre nuk ka pjes\u00eb mekanike t\u00eb ngadalta: diafragma \u00ebsht\u00eb e fiksuar, dhe n\u00eb vend t\u00eb nj\u00eb bllokimi mekanik, ka nj\u00eb mbyllje elektronike. Procesori thjesht i thot\u00eb sensorit se sa mikrosekonda t\u00eb kap\u00eb fotonet e egra, dhe ai lexon rezultatin.<\/p>\n<p>Teknikisht, telefoni mund t\u00eb b\u00ebj\u00eb fotografi me shpejt\u00ebsi video, dhe video me cil\u00ebsi fotografie, por gjith\u00e7ka varet nga shpejt\u00ebsia e autobusit dhe procesorit. Prandaj, gjithmon\u00eb vendosen kufij programor\u00eb.<\/p>\n<p>Stacking ka qen\u00eb me ne p\u00ebr nj\u00eb koh\u00eb t\u00eb gjat\u00eb. Edhe st\u00ebrgjysh\u00ebrit tan\u00eb vendosnin plugina n\u00eb Photoshop 7.0, p\u00ebr t\u00eb mbledhur disa fotografi n\u00eb nj\u00eb HDR t\u00eb \u00e7mendur ose p\u00ebr t\u00eb b\u00ebr\u00eb nj\u00eb panoram\u00eb 18000 \u00d7 600 piksel dhe... n\u00eb t\u00eb v\u00ebrtet\u00eb, askush nuk ka arritur ta kuptoj\u00eb se \u00e7far\u00eb duhej b\u00ebr\u00eb me to m\u00eb pas. Kishin qen\u00eb koh\u00eb t\u00eb pasura, e d\u00ebmshme p\u00ebr fatin e natyrsh\u00ebm.<\/p>\n<p>Tani, ne jemi rritur dhe e quajm\u00eb k\u00ebt\u00eb 'fotografi epsilon' - kur, duke ndryshuar nj\u00eb nga parametrat e kamer\u00ebs (ekspozita, fokusi, pozita) dhe duke e ngjitur imazhin q\u00eb kemi marr\u00eb, ne krijojm\u00eb di\u00e7ka q\u00eb nuk mund t\u00eb kapet n\u00eb nj\u00eb kad\u00ebr. Por ky \u00ebsht\u00eb nj\u00eb term p\u00ebr teoricien\u00ebt; n\u00eb praktik\u00eb ka ndodhur t\u00eb merret nj\u00eb em\u00ebr tjet\u00ebr - stacking. Sot, n\u00eb fakt, 90% e t\u00eb gjith\u00eb novacioneve n\u00eb kamerat mobile varen nga ajo.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/f3a6fd9c8260116a371eeb03bbf61536.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Nj\u00eb gj\u00eb t\u00eb cil\u00ebn shum\u00eb nuk e mendojn\u00eb, por q\u00eb \u00ebsht\u00eb e r\u00ebnd\u00ebsishme p\u00ebr t\u00eb kuptuar t\u00eb gjith\u00eb fotografi mobile dhe computacionale: kamera n\u00eb smartphone-in modern fillon t\u00eb b\u00ebj\u00eb fotografi sapo t\u00eb hap\u00ebsh aplikacionin e saj. \u00c7ka \u00ebsht\u00eb logjike, ajo duhet ndonj\u00ebher\u00eb t\u00eb transmetoj\u00eb imazhin n\u00eb ekran. Megjithat\u00eb, p\u00ebrve\u00e7 ekranit, ajo ruan kadrov me p\u00ebrkufizim t\u00eb lart\u00eb n\u00eb tamponin e saj ciklik, ku i mban p\u00ebr disa sekonda t\u00eb tjera.<\/p>\n<p style=\"text-align: center;\">Kur t\u00eb shtypni butonin 'kap foto' - n\u00eb t\u00eb v\u00ebrtet\u00eb, ajo tashm\u00eb ka qen\u00eb e kapur, kamera thjesht merr fotografin\u00eb e fundit nga bufferi.<\/p>\n<p>Sot si punon sot \u00e7do kamer\u00eb mobile. T\u00eb pakt\u00ebn n\u00eb t\u00eb gjitha modelet kryesore, jo n\u00eb ato t\u00eb parashikuara. Bufersa lejon zbatimin e jo thjesht zero vones\u00eb t\u00eb obturatorit, p\u00ebr t\u00eb cilin fotograf\u00ebt kan\u00eb marr\u00eb kaq shum\u00eb koh\u00eb t\u00eb \u00ebnd\u00ebrrojn\u00eb, por madje edhe nj\u00eb vones\u00eb negative \u2013 kur shtypni butonin, smartphone-i shikon n\u00eb t\u00eb kaluar\u00ebn, nxjerr pes\u00eb deri n\u00eb dhjet\u00eb fotografi t\u00eb fundit nga bufersa dhe fillon t\u00eb analizoj\u00eb ato dhe t'i bashkoj\u00eb ato. Nuk ka nevoj\u00eb m\u00eb t\u00eb prisni deri sa telefoni t\u00eb kap\u00eb kadra p\u00ebr HDR ose modin e nat\u00ebs \u2013 thjesht merrni ato nga bufersa, p\u00ebrdoruesi as q\u00eb do ta kuptoj\u00eb.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/df4d90e674db51c1e8b43518300270da.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Nd\u00ebrkoh\u00eb, pik\u00ebrisht me ndihm\u00ebn e lagut negativ t\u00eb kamer\u00ebs \u00ebsht\u00eb realizuar Live Photo n\u00eb iPhone, nd\u00ebrsa n\u00eb HTC di\u00e7ka e ngjashme ka qen\u00eb q\u00eb n\u00eb vitin 2013 me emrin e \u00e7uditsh\u00ebm Zoe.<\/p>\n<h2><noindex><a rel=\"nofollow\" href=\"#contents\" class=\"right paragraph tooltip\" data-tooltip=\"\u0412\u0435\u0440\u043d\u0443\u0442\u044c\u0441\u044f \u043a \u043e\u0433\u043b\u0430\u0432\u043b\u0435\u043d\u0438\u044e\">\u279c<\/a><\/noindex><noindex><a rel=\"nofollow\" name=\"\u0421\u0442\u0435\u043a\u0438\u043d\u0433 \u043f\u043e \u044d\u043a\u0441\u043f\u043e\u0437\u0438\u0446\u0438\u0438 &mdash; HDR \u0438 \u0431\u043e\u0440\u044c\u0431\u0430 \u0441 \u043f\u0435\u0440\u0435\u043f\u0430\u0434\u0430\u043c\u0438 \u044f\u0440\u043a\u043e\u0441\u0442\u0438\" href=\"#\u0421\u0442\u0435\u043a\u0438\u043d\u0433 \u043f\u043e \u044d\u043a\u0441\u043f\u043e\u0437\u0438\u0446\u0438\u0438 &mdash; HDR \u0438 \u0431\u043e\u0440\u044c\u0431\u0430 \u0441 \u043f\u0435\u0440\u0435\u043f\u0430\u0434\u0430\u043c\u0438 \u044f\u0440\u043a\u043e\u0441\u0442\u0438\" class=\"right paragraph tooltip\" data-tooltip=\"\u0421\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u044d\u0442\u0443 \u0433\u043b\u0430\u0432\u0443\">#<\/a><\/noindex>Stacking me ekspozit\u00eb \u2013 HDR dhe lufta me ndryshimet e ndri\u00e7imit<\/h2>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/f05831e57c87ec1177cdef0dc578b46c.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>A jan\u00eb t\u00eb afta sensor\u00ebt e kamerave t\u00eb regjistrojn\u00eb t\u00eb gjith\u00eb diapazonin e ndri\u00e7imit t\u00eb disponuesh\u00ebm p\u00ebr syrin ton\u00eb \u2013 \u00ebsht\u00eb nj\u00eb tem\u00eb e vjet\u00ebr e diskutimeve. Disa thon\u00eb se jo, sepse syri \u00ebsht\u00eb n\u00eb gjendje t\u00eb shoh\u00eb deri n\u00eb 25 f-stope, nd\u00ebrsa madje edhe nga sensor\u00ebt m\u00eb t\u00eb shk\u00eblqyer t\u00eb formateve t\u00eb plota, mund t\u00eb nxjerr\u00ebsh maksimumi 14. T\u00eb tjer\u00eb e quajn\u00eb krahasimin t\u00eb pap\u00ebrshtatsh\u00ebm, sepse sistemi nervor ndihmon syrin duke rregulluar automatikisht pupilat dhe duke nd\u00ebrtuar imazhin me rrjetet e tij nervore, dhe diapazoni momental dinamik i syrin n\u00eb t\u00eb v\u00ebrtet\u00eb nuk \u00ebsht\u00eb m\u00eb shum\u00eb se 10-14 f-stope. Le t\u00eb l\u00ebm\u00eb k\u00ebto diskutime p\u00ebr mendjet m\u00eb t\u00eb mira t\u00eb internetit.<\/p>\n<p>Fakti mbetet fakt: duke fotografuar miqt\u00eb p\u00ebrpara nj\u00eb qielli t\u00eb ndritsh\u00ebm pa HDR n\u00eb \u00e7do kamer\u00eb mobile, merrni ose nj\u00eb qiell normal dhe fytyra t\u00eb zeza miqsh, ose miq t\u00eb pasqyruar, por me nj\u00eb qiell t\u00eb djegur.<\/p>\n<p>Zgjidhja \u00ebsht\u00eb menduar prej koh\u00ebsh \u2013 zgjerimi i diapazonit t\u00eb ndri\u00e7imit p\u00ebrmes HDR (High dynamic range). Duhet t\u00eb shkosh t\u00eb b\u00ebsh disa kadra me ekspozita t\u00eb ndryshme dhe t'i bashkosh ato s\u00eb bashku. Nj\u00ebra duhet t\u00eb jet\u00eb \"normale\", tjetra m\u00eb e ndritur, e treta m\u00eb e err\u00ebt. Marrim zonat e err\u00ebta nga kadrin e ndritsh\u00ebm, mbivendosjet i mbushim nga i err\u00ebti \u2013 fitim. Tani mbetet vet\u00ebm t\u00eb p\u00ebrcaktohet detyra e automatizimit t\u00eb bracketing-it \u2013 sa sa duhet t\u00eb zhvendosim ekspozit\u00ebn e \u00e7do kadrin q\u00eb t\u00eb mos e teprojm\u00eb, por me p\u00ebrcaktimin e ndri\u00e7imit mesatar t\u00eb imazhit tani mund t\u00eb merret nj\u00eb student i vitit t\u00eb dyt\u00eb t\u00eb universitetit teknik.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/de7ba87bb60f8da89c650220d431248b.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>N\u00eb iPhone-t e fundit, Pixel dhe Galaxy, modelet HDR aktivizohen automatikisht kur algoritemi i thjesht\u00eb brenda kamer\u00ebs p\u00ebrcakton se po fotografoni di\u00e7ka me kontrast t\u00eb lart\u00eb n\u00eb nj\u00eb dit\u00eb me diell. Madje mund t\u00eb v\u00ebreni se si telefoni kalon n\u00eb m\u00ebnyr\u00ebn e regjistrimit n\u00eb bufers p\u00ebr t\u00eb ruajtur kadrin e zhvendosur sipas ekspozit\u00ebs \u2013 fps bie, nd\u00ebrsa imazhi b\u00ebhet m\u00eb i pasur. Momenti i kalimit \u00ebsht\u00eb shum\u00eb i duksh\u00ebm n\u00eb iPhone X tim, n\u00ebse fotografoni jasht\u00eb. Shihni telefonin tuaj n\u00eb her\u00ebn tjet\u00ebr gjithashtu.<\/p>\n<p>Disavantazhi i HDR me bracketing t\u00eb ekspozit\u00ebs \u2014 pamund\u00ebsia e tij e kalueshme n\u00eb ndri\u00e7im t\u00eb dob\u00ebt. Edhe me drit\u00ebn e nj\u00eb llamb\u00eb dhome, fotot rezultojn\u00eb aq t\u00eb err\u00ebta sa kompjuteri nuk mund t'i p\u00ebrputh\u00eb dhe t\u00eb bashkoj\u00eb. P\u00ebr t\u00eb zgjidhur problemin me ndri\u00e7imin n\u00eb vitin 2013, Google paraqiti nj\u00eb qasje t\u00eb re ndaj HDR n\u00eb smartphone-in e lan\u00e7uar at\u00ebher\u00eb, Nexus. Ai p\u00ebrdori stacking temporal.<\/p>\n<h2><noindex><a rel=\"nofollow\" href=\"#contents\" class=\"right paragraph tooltip\" data-tooltip=\"\u0412\u0435\u0440\u043d\u0443\u0442\u044c\u0441\u044f \u043a \u043e\u0433\u043b\u0430\u0432\u043b\u0435\u043d\u0438\u044e\">\u279c<\/a><\/noindex><noindex><a rel=\"nofollow\" name=\"\u0421\u0442\u0435\u043a\u0438\u043d\u0433 \u043f\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438 &mdash; \u0441\u0438\u043c\u0443\u043b\u044f\u0446\u0438\u044f \u0434\u043b\u0438\u043d\u043d\u043e\u0439 \u0432\u044b\u0434\u0435\u0440\u0436\u043a\u0438 \u0438 \u0442\u0430\u0439\u043c\u043b\u0430\u043f\u0441\" href=\"#\u0421\u0442\u0435\u043a\u0438\u043d\u0433 \u043f\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438 &mdash; \u0441\u0438\u043c\u0443\u043b\u044f\u0446\u0438\u044f \u0434\u043b\u0438\u043d\u043d\u043e\u0439 \u0432\u044b\u0434\u0435\u0440\u0436\u043a\u0438 \u0438 \u0442\u0430\u0439\u043c\u043b\u0430\u043f\u0441\" class=\"right paragraph tooltip\" data-tooltip=\"\u0421\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u044d\u0442\u0443 \u0433\u043b\u0430\u0432\u0443\">#<\/a><\/noindex>Stacking temporal \u2014 simulim i ekspozit\u00ebs s\u00eb gjat\u00eb dhe timelapse<\/h2>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/4fe1ab5f044e2097f11cf582926c2713.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Stekimi n\u00eb koh\u00eb lejon q\u00eb t\u00eb merret nj\u00eb ekspozit\u00eb e gjat\u00eb p\u00ebrmes nj\u00eb serie ekspozitash t\u00eb shkurtra. Pionier\u00ebt ishin entuziast\u00ebt e xhirimeve t\u00eb gjurm\u00ebve nga yjet n\u00eb qiellin e nat\u00ebs, t\u00eb cil\u00ebve iu dukej e v\u00ebshtir\u00eb t\u00eb hapnin diafragma p\u00ebr dy or\u00eb. Ishte e v\u00ebshtir\u00eb t\u00eb llogarisnin paraprakisht t\u00eb gjith\u00eb parametrat, dhe nga \u00e7do dridhje, \u00e7do sken\u00eb dilte e prishur. Ata vendos\u00ebn t\u00eb hapin diafragma vet\u00ebm p\u00ebr disa minuta, por shum\u00eb her\u00eb, pastaj shkonin n\u00eb sht\u00ebpi dhe bashkonin skedar\u00ebt e marr\u00eb n\u00eb Photoshop.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/3985acce3f0bd1e1ceab9364f4f98d91.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>K\u00ebshtu, kamera kurr\u00eb nuk e kishte xhiruar n\u00eb nj\u00eb ekspozit\u00eb t\u00eb gjat\u00eb, por ne merrnim efektin e simulimit t\u00eb saj duke mbledhur disa skedar\u00eb t\u00eb xhiruar nj\u00ebri pas tjetrit. P\u00ebr smartfon\u00ebt, jan\u00eb shkruar tashm\u00eb shum\u00eb aplikacione q\u00eb p\u00ebrdorin k\u00ebt\u00eb truk, por t\u00eb gjitha ato nuk ishin t\u00eb nevojshme q\u00eb kur funksionaliteti u shtua n\u00eb pothuajse t\u00eb gjitha kamerat standarde. Sot, madje edhe nj\u00eb iPhone mund t'ju bashkoj\u00eb leht\u00ebsisht nj\u00eb ekspozit\u00eb t\u00eb gjat\u00eb nga Live Photo.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/e6bf5859cab4f105990859735f6a48e7.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>T\u00eb kthehemi te Google me HDR-n\u00eb e tij t\u00eb nat\u00ebs. Doli se me ndihm\u00ebn e bracketing t\u00eb koh\u00ebs mund t\u00eb realizohet nj\u00eb HDR i mir\u00eb n\u00eb err\u00ebsir\u00eb. Teknologjia u shfaq s\u00eb pari n\u00eb Nexus 5 dhe u quajt HDR+. T\u00eb gjitha telefonat e tjer\u00eb n\u00eb Android e mor\u00ebn at\u00eb si nj\u00eb dhurat\u00eb. Teknologjia \u00ebsht\u00eb ende aq e popullarizuar, saq\u00eb e lavd\u00ebrojn\u00eb edhe n\u00eb prezantimin e Pixel-ve m\u00eb t\u00eb fundit.<\/p>\n<p>HDR+ punon mjaft thjesht: duke e identifikuar se po fotografoni n\u00eb err\u00ebsir\u00eb, kamera shkarkon nga memorja 8-15 fotografit\u00eb e fundit n\u00eb RAW, p\u00ebr t'i superposuar ato mbi nj\u00ebra-tjetr\u00ebn. K\u00ebshtu algoritmi mbledh m\u00eb shum\u00eb informacion p\u00ebr zonat e err\u00ebta t\u00eb fotos p\u00ebr t\u00eb minimizuar zhurmat \u2014 piksel\u00ebt, ku p\u00ebr ndonj\u00eb arsye, kamera nuk arriti t\u00eb mbledh\u00eb t\u00eb gjith\u00eb informacionin dhe d\u00ebshtoi.<\/p>\n<p>Si\u00e7 do t\u00eb ndodhte n\u00ebse nuk do t\u00eb dinit se si duket nj\u00eb kapibara dhe do t\u00eb k\u00ebrkonit pes\u00eb persona t\u00eb p\u00ebrshkruanin at\u00eb \u2014 tregimet e tyre do t\u00eb ishin mjaft t\u00eb ngjashme, por secili do t\u00eb p\u00ebrmendte ndonj\u00eb detaj unik. K\u00ebshtu do t\u00eb grumbullonit m\u00eb shum\u00eb informacion sesa vet\u00ebm duke pyetur nj\u00eb person. Po ashtu ndodh me pixel\u00ebt.<\/p>\n<p>Mbivendosja e imazheve t\u00eb kapura nga nj\u00eb pik\u00eb jep t\u00eb nj\u00ebjtin efekt t\u00eb rrem\u00eb t\u00eb ekspozimit t\u00eb gjat\u00eb si me yjet m\u00eb sip\u00ebr. Ekspozita e dhjet\u00ebra imazheve mbledh t\u00eb dh\u00ebnat, gabimet n\u00eb nj\u00eb minimizohen n\u00eb t\u00eb tjerat. Imagine sa her\u00eb do t'ju duhej t\u00eb zgjiddhnit \u00e7atin e nj\u00eb reflektori p\u00ebr t\u00eb arritur di\u00e7ka t\u00eb till\u00eb.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/eb7e3d8571ee4ae7eb7e62a47604ae1d.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Ishte vet\u00ebm nj\u00eb \u00e7\u00ebshtje t\u00eb zgjidhje problemin e automatik\u00ebs s\u00eb korrigjimit t\u00eb ngjyrave \u2014 fotot e shkrepura n\u00eb err\u00ebsir\u00eb zakonisht duken t\u00eb gjitha t\u00eb verdha ose jeshile, nd\u00ebrsa ne duket se duam theksimin e ndri\u00e7imit t\u00eb dit\u00ebs. N\u00eb versionet e hershme t\u00eb HDR+, kjo u zgjidh me thjesht rregullimin e parametrave, si n\u00eb filtrat a la Instagram. M\u00eb pas u thirr\u00ebn nevoja e rrjeteve nervore.<\/p>\n<p>K\u00ebshtu lindi Night Sight \u2014 teknologjia e \"fotografis\u00eb s\u00eb nat\u00ebs\" n\u00eb Pixel 2 dhe 3. N\u00eb p\u00ebrshkrim e thon\u00eb: \"Teknikat e m\u00ebsimit t\u00eb makinerive q\u00eb jan\u00eb nd\u00ebrtuar mbi HDR+, q\u00eb e b\u00ebjn\u00eb t\u00eb funksionoj\u00eb Night Sight\". N\u00eb esencial, kjo p\u00ebrb\u00ebn automatizimin e faz\u00ebs s\u00eb korrigjimit t\u00eb ngjyrave. Makina u trajnuar me nj\u00eb dataset fotografish \"para\" dhe \"pas\", p\u00ebr t\u00eb b\u00ebr\u00eb nga \u00e7do grup t\u00eb err\u00ebt fotografish nj\u00eb t\u00eb bukur.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/3451cbbeaa58a77f5ce9f88b7ac0de79.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Dataseti, p\u00ebr m\u00eb tep\u00ebr, u publikua n\u00eb qasje t\u00eb hapur. Ndoshta, djemt\u00eb nga Apple do ta marrin at\u00eb dhe m\u00eb n\u00eb fund do t'i m\u00ebsojn\u00eb lopat\u00ebt e tyre t\u00eb qelqt\u00eb t\u00eb b\u00ebjn\u00eb fotografi normalisht n\u00eb err\u00ebsir\u00eb.<\/p>\n<p>P\u00ebrve\u00e7 k\u00ebsaj, n\u00eb Night Sight p\u00ebrdoret llogaritja e vektorit t\u00eb l\u00ebvizjes s\u00eb objekteve n\u00eb kad\u00ebr, p\u00ebr t\u00eb normalizuar zgjatjet q\u00eb do t\u00eb jen\u00eb t\u00eb pranishme n\u00eb ekspozita t\u00eb gjata. N\u00eb k\u00ebt\u00eb m\u00ebnyr\u00eb, smartphone mund t\u00eb marr\u00eb pjes\u00ebt e qarta nga kadra t\u00eb tjer\u00eb dhe t'i bashk\u00ebngjis\u00eb ato.<\/p>\n<h2><noindex><a rel=\"nofollow\" href=\"#contents\" class=\"right paragraph tooltip\" data-tooltip=\"\u0412\u0435\u0440\u043d\u0443\u0442\u044c\u0441\u044f \u043a \u043e\u0433\u043b\u0430\u0432\u043b\u0435\u043d\u0438\u044e\">\u279c<\/a><\/noindex><noindex><a rel=\"nofollow\" name=\"\u0421\u0442\u0435\u043a\u0438\u043d\u0433 \u043f\u043e \u0434\u0432\u0438\u0436\u0435\u043d\u0438\u044e &mdash; \u043f\u0430\u043d\u043e\u0440\u0430\u043c\u0430, \u0441\u0443\u043f\u0435\u0440\u0437\u0443\u043c \u0438 \u0431\u043e\u0440\u044c\u0431\u0430 \u0441 \u0448\u0443\u043c\u0430\u043c\u0438\" href=\"#\u0421\u0442\u0435\u043a\u0438\u043d\u0433 \u043f\u043e \u0434\u0432\u0438\u0436\u0435\u043d\u0438\u044e &mdash; \u043f\u0430\u043d\u043e\u0440\u0430\u043c\u0430, \u0441\u0443\u043f\u0435\u0440\u0437\u0443\u043c \u0438 \u0431\u043e\u0440\u044c\u0431\u0430 \u0441 \u0448\u0443\u043c\u0430\u043c\u0438\" class=\"right paragraph tooltip\" data-tooltip=\"\u0421\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u044d\u0442\u0443 \u0433\u043b\u0430\u0432\u0443\">#<\/a><\/noindex>Stacking nga l\u00ebvizja \u2014 panoram\u00eb, super zoom dhe luft\u00eb me zhurmat<\/h2>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/c03260ea8ad60358065ec81ed0539063.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Panorama \u2014 zabava e njohur p\u00ebr banor\u00ebt e zonave rurale. Histori p\u00ebr momentin nuk njohin raste ku fotografia e sosis\u00eb t\u00eb ket\u00eb qen\u00eb interesante p\u00ebr dik\u00eb, p\u00ebrve\u00e7 autorit t\u00eb saj, por \u00ebsht\u00eb e paarsyeshme t\u00eb mos p\u00ebrmendet \u2014 p\u00ebr shum\u00eb, kjo ka qen\u00eb qershia mbi tort\u00eb p\u00ebr stacking.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/bf5955b2f32018ab90c12d6da41107c1.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Nj\u00eb m\u00ebnyr\u00eb e dobishme p\u00ebr t\u00eb p\u00ebrdorur panoramat \u00ebsht\u00eb t\u00eb merret nj\u00eb fotografi me nj\u00eb rezolucion m\u00eb t\u00eb lart\u00eb se ai q\u00eb ofron sensori i aparatit, duke bashkuar disa imazhe. Fotograf\u00ebt prej koh\u00ebsh p\u00ebrdorin softuer t\u00eb ndrysh\u00ebm p\u00ebr fotografit\u00eb e ashtuquajtura me superrezolucion - kur fotografit\u00eb pak t\u00eb zhvendosura plot\u00ebsojn\u00eb nj\u00ebri-tjetrin midis pikseleve. N\u00eb k\u00ebt\u00eb m\u00ebnyr\u00eb, mund t\u00eb merrni imazhe n\u00eb nivele prej qindra gigapiksel\u00ebve, q\u00eb \u00ebsht\u00eb shum\u00eb e dobishme n\u00ebse d\u00ebshironi ta printoni k\u00ebt\u00eb n\u00eb nj\u00eb poster reklamues me madh\u00ebsi sht\u00ebpie.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/41f0d56913cd7b4c9e407345bf7383ce.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Nj\u00eb qasje tjet\u00ebr, tashm\u00eb m\u00eb interesante - Pixel Shifting. Disa aparate pa pasqyra si Sony dhe Olympus filluan ta mb\u00ebshtesin k\u00ebt\u00eb q\u00eb nga viti 2014, por gjithsesi rezultatet duhej t\u00eb kombinoheshin manualisht. Inovacionet tipike t\u00eb kamerave t\u00eb m\u00ebdha.<\/p>\n<p>Smartfon\u00ebt e kan\u00eb kapur k\u00ebt\u00eb tregues p\u00ebr nj\u00eb arsye qesharake - kur b\u00ebni nj\u00eb foto, duar tuaja dridhen. Ky problem, n\u00eb pamje t\u00eb par\u00eb, u b\u00eb baza p\u00ebr realizimin e superrezolucionit natyror n\u00eb smartfon\u00eb.<\/p>\n<p>P\u00ebr t\u00eb kuptuar se si funksionon, \u00ebsht\u00eb e nevojshme t\u00eb kujtojm\u00eb se si \u00ebsht\u00eb e nd\u00ebrtuar sensor\u00ebt e \u00e7do aparati fotografik. \u00c7do piksel (fotosensori) \u00ebsht\u00eb n\u00eb gjendje t\u00eb regjistroj\u00eb vet\u00ebm intensitetin e drit\u00ebs - dmth. numrin e fotoneve q\u00eb hyjn\u00eb. Megjithat\u00eb, pikseli nuk mund t\u00eb mas\u00eb ngjyr\u00ebn e saj (gjer\u00ebsin\u00eb e val\u00ebs). P\u00ebr t\u00eb marr\u00eb nj\u00eb imazh RGB, duhej t\u00eb krijoheshin disa maska - p\u00ebr t\u00eb mbuluar t\u00eb gjith\u00eb sensorin me nj\u00eb rrjet\u00eb t\u00eb xhamave me ngjyra. Realizimi m\u00eb i njohur i saj quhet filtri Bayer dhe p\u00ebrdoret sot n\u00eb shumic\u00ebn e sensor\u00ebve. Duket si n\u00eb imazhin m\u00eb posht\u00eb.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/7dc43fed6c8080917d09275c23cd614c.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>K\u00ebshtu, \u00e7do piksel i matri\u00e7\u00ebs kap vet\u00ebm komponentin R-, G-, apo B-, pasi foton\u00ebt e tjer\u00eb refuzohen nga filtri Bayer. Komponent\u00ebt q\u00eb mungojn\u00eb i p\u00ebrcakton p\u00ebrmes nj\u00eb mesatareje t\u00eb thjesht\u00eb t\u00eb vlerave t\u00eb pikselave p\u00ebrreth.<\/p>\n<p>Ka m\u00eb shum\u00eb qeliza t\u00eb gjelbra n\u00eb filtrin Bayer - k\u00ebshtu u b\u00eb sipas analogjis\u00eb me syrin e njeriut. K\u00ebshtu, nga 50 miliona piksele n\u00eb sensorin, ngjyra e gjelb\u00ebr do t\u00eb kapet nga 25 milion, nd\u00ebrsa e kuqe dhe blu nga 12,5 milion secila. E gjitha tjet\u00ebr do t\u00eb mesatohet - ky proces quhet de-Bayerizim ose demosaicing, dhe kjo \u00ebsht\u00eb nj\u00eb zgjidhje qesharake e madhe, mbi t\u00eb cil\u00ebn mb\u00ebshtetet gjith\u00e7ka.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/aa2d9d74153b26e3f0cdb6d2ba954fc2.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p style=\"text-align: center;\">N\u00eb t\u00eb v\u00ebrtet\u00eb, \u00e7do matric\u00eb ka algoritmin e saj t\u00eb ve\u00e7ant\u00eb dhe t\u00eb patentuar p\u00ebr demosaikim, por n\u00eb kuad\u00ebr t\u00eb k\u00ebsaj historie ne do ta anashkalojm\u00eb k\u00ebt\u00eb.<\/p>\n<p style=\"text-align: center;\">\n<p>Lloje t\u00eb tjera matricash (si Foveon) p\u00ebr momentin nuk kan\u00eb gjetur shum\u00eb popullaritet. Megjithat\u00eb, disa prodhues po p\u00ebrpiqen t\u00eb p\u00ebrdorin matrica pa filtrin Bayer p\u00ebr t\u00eb p\u00ebrmir\u00ebsuar qart\u00ebsin\u00eb dhe gam\u00ebn dinamike.<\/p>\n<p>Kur kur zhvendoset ndri\u00e7imi ose detajet e objektit jan\u00eb shum\u00eb t\u00eb vogla, ne humbasim shum\u00eb informacion, sepse filtrimi Bayer qart\u00eb se q\u00ebndron p\u00ebr t\u00eb bllokuar foton me gjat\u00ebsi vale t\u00eb pad\u00ebshiruar. Prandaj u shpik Pixel Shifting \u2014 q\u00eb t\u00eb zhvendoset matrica 1 piksel lart\u00eb-posht\u00eb-drejt\u00eb-majtas, p\u00ebr t'i kapur t\u00eb gjitha. Fotografit\u00eb m\u00eb pas nuk b\u00ebhen kat\u00ebr her\u00eb m\u00eb t\u00eb m\u00ebdha, si\u00e7 mund t\u00eb duket, thjesht procesori p\u00ebrdor k\u00ebto t\u00eb dh\u00ebna p\u00ebr t\u00eb regjistruar m\u00eb sakt\u00eb vler\u00ebn e \u00e7do pikseli. Merr mesataren jo nga fqinj\u00ebt, si\u00e7 do t\u00eb thoshim, por nga kat\u00ebr vlerat e tij vet\u00eb.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/f0c5f4eca43894ef480d1573ef4fddda.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Dridhja e duarve tona gjat\u00eb fotografimit me telefon e b\u00ebn k\u00ebt\u00eb proces nj\u00eb pasoj\u00eb natyrore. N\u00eb versionet e fundit t\u00eb Google Pixel, kjo gj\u00eb \u00ebsht\u00eb realizuar dhe aktivizohet gjithmon\u00eb kur p\u00ebrdorni zmadhimin n\u00eb telefon, \u2014 quhet Super Res Zoom (po, edhe mua m\u00eb p\u00eblqen emri i tyre pa kompromis). Kinez\u00ebt gjithashtu e kopjuan k\u00ebt\u00eb n\u00eb telefonat e tyre, edhe pse doli pak m\u00eb keq.<\/p>\n<p>Mbivendosja e disa fotografive t\u00eb pak t\u00eb zhvendosura lejon mbledhjen e m\u00eb shum\u00eb informacionit p\u00ebr ngjyr\u00ebn e \u00e7do pikseli, dhe dmth, zvog\u00eblon zhurmat, rrit qart\u00ebsin\u00eb dhe ndihmon n\u00eb rritjen e rezolut\u00ebs pa rritur numrin fizik t\u00eb megapiksel\u00ebve t\u00eb matrices. Flagship\u00ebt modern\u00eb t\u00eb Android e b\u00ebjn\u00eb k\u00ebt\u00eb automatikisht, derisa p\u00ebrdoruesit e tyre madje nuk mendojn\u00eb p\u00ebr k\u00ebt\u00eb.<\/p>\n<h2><noindex><a rel=\"nofollow\" href=\"#contents\" class=\"right paragraph tooltip\" data-tooltip=\"\u0412\u0435\u0440\u043d\u0443\u0442\u044c\u0441\u044f \u043a \u043e\u0433\u043b\u0430\u0432\u043b\u0435\u043d\u0438\u044e\">\u279c<\/a><\/noindex><noindex><a rel=\"nofollow\" name=\"\u0421\u0442\u0435\u043a\u0438\u043d\u0433 \u043f\u043e \u0444\u043e\u043a\u0443\u0441\u0443 &mdash; \u043b\u044e\u0431\u0430\u044f \u0433\u043b\u0443\u0431\u0438\u043d\u0430 \u0440\u0435\u0437\u043a\u043e\u0441\u0442\u0438 \u0438 \u0440\u0435\u0444\u043e\u043a\u0443\u0441 \u0432 \u043f\u043e\u0441\u0442\u043f\u0440\u043e\u0434\u0430\u043a\u0448\u0435\u043d\u0435\" href=\"#\u0421\u0442\u0435\u043a\u0438\u043d\u0433 \u043f\u043e \u0444\u043e\u043a\u0443\u0441\u0443 &mdash; \u043b\u044e\u0431\u0430\u044f \u0433\u043b\u0443\u0431\u0438\u043d\u0430 \u0440\u0435\u0437\u043a\u043e\u0441\u0442\u0438 \u0438 \u0440\u0435\u0444\u043e\u043a\u0443\u0441 \u0432 \u043f\u043e\u0441\u0442\u043f\u0440\u043e\u0434\u0430\u043a\u0448\u0435\u043d\u0435\" class=\"right paragraph tooltip\" data-tooltip=\"\u0421\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u044d\u0442\u0443 \u0433\u043b\u0430\u0432\u0443\">#<\/a><\/noindex>Stacking nga fokusi \u2014 \u00e7do thell\u00ebsi e fokusit dhe rifokusi n\u00eb postproduksion<\/h2>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/19299836bf612a9425c5633572d7879c.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Metoda erdhi nga makrofotografia, ku nj\u00eb thell\u00ebsi e vog\u00ebl fush\u00ebpamjeje ka qen\u00eb gjithmon\u00eb nj\u00eb problem. P\u00ebr t\u00eb pasur t\u00eb gjith\u00eb objektin n\u00eb fokus, ishte e nevojshme t\u00eb b\u00ebheshin disa fotografi me nj\u00eb ndryshim fokusi p\u00ebrpara-prapa, p\u00ebr t'i bashkuar ato m\u00eb pas n\u00eb nj\u00eb fotografi t\u00eb qart\u00eb. T\u00eb nj\u00ebjt\u00ebn metod\u00eb e p\u00ebrdor\u00ebn shpesh adhuruesit e fotografimit t\u00eb peisazheve, duke e b\u00ebr\u00eb planin e par\u00eb dhe at\u00eb t\u00eb prapm\u00eb t\u00eb qart\u00eb si diarea.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/a2336f7ce07d4bbd931881b2b8a16387.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>T\u00eb gjitha k\u00ebto u transferuan edhe n\u00eb smartphone, megjithat\u00eb pa ndonj\u00eb zhurm\u00eb t\u00eb madhe. N\u00eb 2013 del Nokia Lumia 1020 me \"Refocus App\", dhe n\u00eb 2014 dhe Samsung Galaxy S5 me modalitetin \"Selective Focus\". Ato funksiononin sipas t\u00eb nj\u00ebjtit skem\u00eb: me nj\u00eb klikim t\u00eb butonit b\u00ebnin shpejt 3 fotografi \u2014 nj\u00eb me fokus \"normal\", t\u00eb dyt\u00ebn me fokus t\u00eb zhvendosur p\u00ebrpara dhe t\u00eb tret\u00ebn me fokus t\u00eb zhvendosur pas. Programi rregullonte kadrin dhe lejonte t\u00eb zgjidhni nj\u00eb nga ato, q\u00eb paraqitej si \"menaxhimi\" i v\u00ebrtet\u00eb i fokusit n\u00eb postproduksion.<\/p>\n<p>Nuk kishte asnj\u00eb p\u00ebrpunim t\u00eb m\u00ebtejsh\u00ebm, sepse edhe ky hack i thjesht\u00eb ishte mjaftuesh\u00ebm p\u00ebr t\u00eb goditur p\u00ebr nj\u00eb her\u00eb tjet\u00ebr ark\u00ebn e Lytro dhe analog\u00ebve t\u00eb saj me fokus t\u00eb drejt\u00eb. Megjithat\u00eb, le t\u00eb flasim p\u00ebr ta (master i kalimeve 80 lvl).<\/p>\n<h2><noindex><a rel=\"nofollow\" href=\"#contents\" class=\"right paragraph tooltip\" data-tooltip=\"\u0412\u0435\u0440\u043d\u0443\u0442\u044c\u0441\u044f \u043a \u043e\u0433\u043b\u0430\u0432\u043b\u0435\u043d\u0438\u044e\">\u279c<\/a><\/noindex><noindex><a rel=\"nofollow\" name=\"\u0412\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u043c\u0430\u0442\u0440\u0438\u0446\u044b &mdash; \u0441\u0432\u0435\u0442\u043e\u0432\u044b\u0435 \u043f\u043e\u043b\u044f \u0438 \u043f\u043b\u0435\u043d\u043e\u043f\u0442\u0438\u043a\u0430\" href=\"#\u0412\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u043c\u0430\u0442\u0440\u0438\u0446\u044b &mdash; \u0441\u0432\u0435\u0442\u043e\u0432\u044b\u0435 \u043f\u043e\u043b\u044f \u0438 \u043f\u043b\u0435\u043d\u043e\u043f\u0442\u0438\u043a\u0430\" class=\"right paragraph tooltip\" data-tooltip=\"\u0421\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u044d\u0442\u0443 \u0433\u043b\u0430\u0432\u0443\">#<\/a><\/noindex>Matrica t\u00eb llogaritshme \u2014 fusha drit\u00eb dhe plenoptika<\/h2>\n<p>Si\u00e7 e tham\u00eb m\u00eb lart, matricat tona jan\u00eb nj\u00eb tmerr mbi k\u00ebmb\u00eb. Thjesht jemi m\u00ebsuar dhe po p\u00ebrpiqemi t\u00eb jetojm\u00eb me k\u00ebt\u00eb. Struktur\u00ebn e tyre ka pak ndryshuar q\u00eb nga fillimi i koh\u00ebs. Ne vet\u00ebm kemi p\u00ebrmir\u00ebsuar procesin teknik \u2014 kemi ulur distanc\u00ebn midis pikselave, kemi luftuar me zhurmat e nd\u00ebrhyrjes, kemi shtuar pikselat special p\u00ebr funksionimin e autofokusit fazor. Por \u00ebsht\u00eb e mjaftueshme t\u00eb marr\u00ebsh edhe kamer\u00ebn m\u00eb t\u00eb shtrenjt\u00eb reflex dhe t\u00eb provosh t\u00eb shkosh pas nj\u00eb kati q\u00eb po vrapon me ndri\u00e7im t\u00eb dhom\u00ebs \u2014 kati, leht\u00ebsisht, do t\u00eb fitoj\u00eb.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/dcb87026c62ed4604bc67a4455fa0997.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Kemi kemi p\u00ebr nj\u00eb koh\u00eb t\u00eb gjat\u00eb duke u p\u00ebrpjekur t\u00eb shpikim di\u00e7ka m\u00eb t\u00eb mir\u00eb. Shum\u00eb p\u00ebrpjekje dhe k\u00ebrkime n\u00eb k\u00ebt\u00eb fush\u00eb mund t\u00eb gjenden p\u00ebrmes k\u00ebrkimit \"sensor kompjuterik\" ose \"sensor jo-Bayer\", dhe madje edhe shembulli me Pixel Shifting m\u00eb sip\u00ebr mund t\u00eb quhet si p\u00ebrpjekje p\u00ebr p\u00ebrmir\u00ebsimin e matriceve p\u00ebrmes llogaritjeve. Megjithat\u00eb, story m\u00eb premtuese n\u00eb dyzet vjet\u00ebt e fundit vijn\u00eb pik\u00ebrisht nga bota e ashtuquajtur kamerave plenoptike.<\/p>\n<p>P\u00ebr t\u00eb mos ju b\u00ebr\u00eb t\u00eb flini nga pritja e fjal\u00ebve t\u00eb komplikuara q\u00eb po vijn\u00eb, do t\u00eb hedh nj\u00eb informacion se kamera e fundit t\u00eb Google Pixel \u00ebsht\u00eb pik\u00ebrisht \"pak\" plenoptike. Vet\u00ebm me dy piksele m\u00eb shum\u00eb, por madje edhe kjo i lejon asaj t\u00eb llogaris\u00eb thell\u00ebsin\u00eb optike t\u00eb sakt\u00eb t\u00eb imazhit dhe pa nj\u00eb kamera t\u00eb dyt\u00eb si t\u00eb gjith\u00eb t\u00eb tjer\u00ebt.<\/p>\n<p>Plenoptika \u2014 nj\u00eb arm\u00eb e fuqishme q\u00eb ende nuk ka shkrepur. Do t\u00eb jap nj\u00eb link n\u00eb nj\u00eb nga artikujt e mi t\u00eb preferuar t\u00eb fundit. <noindex><a rel=\"nofollow noopener noreferrer\" href=\"https:\/\/m.habr.com\/ru\/post\/440652\/\" target=\"_blank\">p\u00ebr mund\u00ebsit\u00eb e kamerave plenoptike dhe t\u00eb ardhmen ton\u00eb me to<\/a><\/noindex>, nga e cila kam marr\u00eb disa shembuj.<\/p>\n<p class=\"h3\"><noindex><a rel=\"nofollow\" href=\"#contents\" class=\"right paragraph tooltip\" data-tooltip=\"\u0412\u0435\u0440\u043d\u0443\u0442\u044c\u0441\u044f \u043a \u043e\u0433\u043b\u0430\u0432\u043b\u0435\u043d\u0438\u044e\">\u279c<\/a><\/noindex><noindex><a rel=\"nofollow\" name=\"\u041f\u043b\u0435\u043d\u043e\u043f\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043a\u0430\u043c\u0435\u0440\u0430 &mdash; \u0441\u043a\u043e\u0440\u043e \u0431\u0443\u0434\u0435\u0442 \u043a\u0430\u0436\u0434\u0430\u044f\" href=\"#\u041f\u043b\u0435\u043d\u043e\u043f\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043a\u0430\u043c\u0435\u0440\u0430 &mdash; \u0441\u043a\u043e\u0440\u043e \u0431\u0443\u0434\u0435\u0442 \u043a\u0430\u0436\u0434\u0430\u044f\" class=\"right paragraph tooltip\" data-tooltip=\"\u0421\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u044d\u0442\u0443 \u0433\u043b\u0430\u0432\u0443\">#<\/a><\/noindex><\/p>\n<h2>Kamera plenoptike \u2014 shum\u00eb shpejt do t\u00eb ket\u00eb nga \u00e7do an\u00eb.<\/h2>\n<p>E shpikur n\u00eb 1994, nd\u00ebrtuar n\u00eb Stanford n\u00eb 2004. Kamera e par\u00eb p\u00ebr konsumator\u00ebt \u2014 Lytro, q\u00eb doli n\u00eb 2012. Me teknologji t\u00eb ngjashme tani po eksperimenton industria e VR.<\/p>\n<p>Kamera plenoptike ndryshon nga kamera e zakonshme vet\u00ebm p\u00ebr nj\u00eb modifikim \u2014 matrica n\u00eb t\u00eb mbulohet nga nj\u00eb rrjet me lentika, secila prej t\u00eb cilave mbulon disa piksele reale. Nj\u00ebsoj si k\u00ebt\u00eb:<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/209d4729485d9f36976c47d7b93ee6f7.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>n\u00ebse llogaritet si\u00e7 duhet distanca nga rrjeta te matrica dhe madh\u00ebsia e aperture, n\u00eb imazhin p\u00ebrfundimtar do t\u00eb kemi grupe t\u00eb qarta t\u00eb pikseve \u2014 nj\u00eb lloj mini-versioni t\u00eb imazhit origjinal.<\/p>\n<p>T\u00eb pakt\u00ebn, n\u00ebse marrim nj\u00eb piksel qendror nga \u00e7do grup dhe e ngjitim imazhin vet\u00ebm nga ata \u2014 ajo nuk do t\u00eb ndihmoj\u00eb fare. Po, kemi humbur pak n\u00eb resolucion, por do t'i k\u00ebrkojm\u00eb Sony q\u00eb t\u00eb shtoj\u00eb m\u00eb shum\u00eb megapikse n\u00eb matrica t\u00eb reja.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/290518da93056e53314ed8219709f9a2.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>T\u00eb qeshurat fillojn\u00eb tani. n\u00ebse marrim nj\u00eb tjet\u00ebr piksel nga \u00e7do grup dhe s\u00ebrish e ngjitim imazhin \u2014 do t\u00eb marr\u00eb nj\u00eb fotografi normale, vet\u00ebm se si t\u00eb ishte marr\u00eb me nj\u00eb zhvendosje prej nj\u00eb pikseli. N\u00eb k\u00ebt\u00eb m\u00ebnyr\u00eb, duke pasur grupe 10 \u00d7 10 piksel, ne do t\u00eb marrim 100 imazhe t\u00eb objektit nga \"pak\" k\u00ebnde t\u00eb ndryshme.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/70bbfa990d697dfb5b2c119853a8810e.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Sa m\u00eb e madhe t\u00eb jet\u00eb madh\u00ebsia e grupit \u2014 aq m\u00eb shum\u00eb imazhe, por m\u00eb pak resolucion. N\u00eb bot\u00ebn e smartphone-ve me matrica 41-megapiksel, ndon\u00ebse mund t\u00eb anashkalojm\u00eb pak resolucionin, gjith\u00e7ka ka nj\u00eb kufi. Duhet t\u00eb ruajm\u00eb balanc\u00ebn.<\/p>\n<p>Mir\u00eb, ne e grumbulluam kamer\u00ebn plenoptike, dhe \u00e7far\u00eb na jep kjo?<\/p>\n<p><strong>Rrefokusim i sinqert\u00eb<\/strong><\/p>\n<p>Nj\u00eb ve\u00e7ori, p\u00ebr t\u00eb cil\u00ebn flisnin t\u00eb gjith\u00eb gazetar\u00ebt n\u00eb artikujt p\u00ebr Lytro, \u00ebsht\u00eb mund\u00ebsia e rregullimit t\u00eb ndjesh\u00ebm t\u00eb fokusit pas prodhimit. \u00cbsht\u00eb e ndjeshme n\u00eb kuptimin q\u00eb ne nuk p\u00ebrdorim algoritme t\u00eb ndryshimit t\u00eb fokusit, por vet\u00ebm pixel-at q\u00eb kemi n\u00eb dispozicion, duke zgjedhur ose mesatarizuar ato nga grupe n\u00eb rendin e duhur.<\/p>\n<p>Fotografia RAW nga nj\u00eb kamer\u00eb plenoptike duket e \u00e7uditshme. P\u00ebr ta transformuar at\u00eb n\u00eb nj\u00eb JPEG t\u00eb mpreht\u00eb, s\u00eb pari duhet ta p\u00ebrmbledhim. P\u00ebr k\u00ebt\u00eb, duhet t\u00eb zgjedhim \u00e7do pixel t\u00eb JPEG-s\u00eb nga nj\u00eb nga grupet e RAW-it. N\u00eb var\u00ebsi t\u00eb m\u00ebnyr\u00ebs se si i zgjedhim, rezultati do t\u00eb ndryshoj\u00eb.<\/p>\n<p>P\u00ebr shembull, sa m\u00eb larg t\u00eb jet\u00eb grupi nga vendi i r\u00ebnies s\u00eb rrezeve origjinale, aq m\u00eb e mjegullt b\u00ebhet kjo rrez\u00eb. P\u00ebr shkak t\u00eb optik\u00ebs. P\u00ebr t\u00eb marr\u00eb nj\u00eb imazh t\u00eb larguar nga fokusi, ne thjesht duhet t\u00eb zgjedhim pixel-at n\u00eb distanc\u00ebn q\u00eb na nevojitet nga origjinali - ose m\u00eb af\u00ebr, ose m\u00eb larg.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/2c091775113b80bc0333624190529ffe.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>Me zhvendosjen e fokusit nga vetja, ishte m\u00eb e v\u00ebshtir\u00eb - fizikisht kishte m\u00eb pak pixel n\u00eb grupe. Fillimisht, zhvilluesit madje nuk donin t'i jepnin p\u00ebrdoruesit mund\u00ebsin\u00eb p\u00ebr t\u00eb fokusuar manualisht -kamera e vendoste k\u00ebt\u00eb programatikisht. P\u00ebrdoruesve nuk u p\u00eblqente kjo t\u00eb ardhme, prandaj ve\u00e7oria u shtua n\u00eb versionet e vona me emrin \"re\u017eimi krijues\", por u b\u00ebn\u00eb kufizime t\u00eb forta n\u00eb rifokusim pik\u00ebrisht p\u00ebr k\u00ebt\u00eb arsye.<\/p>\n<p><strong>Harta e thell\u00ebsis\u00eb dhe 3D nga nj\u00eb kamer\u00eb&nbsp;&nbsp;&nbsp;<\/strong><\/p>\n<p>Nj\u00eb nga operacionet m\u00eb t\u00eb thjeshta n\u00eb plenoptik\u00eb \u00ebsht\u00eb marrja e hart\u00ebs s\u00eb thell\u00ebsis\u00eb. P\u00ebr k\u00ebt\u00eb, \u00ebsht\u00eb thjesht e nevojshme t\u00eb p\u00ebrmbledhim dy kadrin e ndryshme dhe t\u00eb llogarisim sa jan\u00eb zhvendosur objektet n\u00eb to. M\u00eb shum\u00eb zhvendosje - m\u00eb larg nga kamera.<\/p>\n<p>Koh\u00ebt e fundit Google bleu dhe shkat\u00ebrroi Lytro, por p\u00ebrdori teknologjit\u00eb e tyre p\u00ebr VR-n\u00eb e tij dhe... p\u00ebr kamer\u00ebn n\u00eb Pixel. Duke filluar nga Pixel 2, k\u00ebto kamera p\u00ebr her\u00eb t\u00eb par\u00eb u b\u00ebn\u00eb \"pak\" plenoptike, megjith\u00ebse me grupe q\u00eb p\u00ebrmbanin vet\u00ebm dy pixel. Kjo i dha mund\u00ebsin\u00eb Google-it t\u00eb mos instalonte nj\u00eb kamer\u00eb t\u00eb dyt\u00eb si t\u00eb gjith\u00eb lojtar\u00ebt e tjer\u00eb, duke llogaritur hart\u00ebn e thell\u00ebsis\u00eb vet\u00ebm nga nj\u00eb fotografi.<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/11212c1d7ad0ad9bca448c01b81e49fc.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/4112733d57496d546c66100c541dee22.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Harta e thell\u00ebsis\u00eb krijohet nga dy korniza, t\u00eb zhvendosura nj\u00eb subpiksel. Kjo \u00ebsht\u00eb mjaft e mjaftueshme p\u00ebr t\u00eb llogaritur hart\u00ebn e thell\u00ebsis\u00eb binar dhe p\u00ebr t\u00eb ndar\u00eb planin e par\u00eb nga plani i pasm\u00eb, duke e mjegulluar k\u00ebt\u00eb t\u00eb fundit n\u00eb bokeh-in e njohur tani. Rezultati i k\u00ebtij ndarjeje gjithashtu rafinohet dhe \"p\u00ebrmir\u00ebsohet\" nga rrjetet neurale, t\u00eb cilat jan\u00eb trajnuar p\u00ebr t\u00eb p\u00ebrmir\u00ebsuar hartat e thell\u00ebsis\u00eb (dhe jo p\u00ebr t\u00eb mjegulluar, si\u00e7 mendojn\u00eb shum\u00eb).<\/p>\n<p><img decoding=\"async\" alt=\"Artikulli i ri: Fotografia Computuese\" src=\"\/wp-content\/uploads\/2019\/06\/f94ae3d368c97cf0e5c63c288dfaab23.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Zgjedhja \u00ebsht\u00eb gjithashtu se plenoptika n\u00eb smartphone na \u00ebsht\u00eb dh\u00ebn\u00eb pothuajse falas. Ne tashm\u00eb po vendosnim lente mbi k\u00ebto matrica t\u00eb vogla p\u00ebr t\u00eb rritur fluksi t\u00eb drit\u00ebs. N\u00eb Pixel e ardhshme, Google planifikon t\u00eb shkoj\u00eb m\u00eb tej dhe t\u00eb mbuloj\u00eb kat\u00ebr fotodioda me lente.<\/p>\n<p>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/3dnews.ru\/989337\">3dnews.ru<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 \u0440\u0430\u0437\u043c\u0435\u0449\u0435\u043d \u043d\u0430 \u0441\u0430\u0439\u0442\u0435 \u0412\u0430\u0441\u0442\u0440\u0438\u043a.\u0440\u0443&nbsp;\u0438 \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d \u043d\u0430 3DNews \u0441 \u0440\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0430\u0432\u0442\u043e\u0440\u0430. \u041c\u044b \u043f\u0440\u0438\u0432\u043e\u0434\u0438\u043c \u043f\u043e\u043b\u043d\u044b\u0439 \u0442\u0435\u043a\u0441\u0442 \u0441\u0442\u0430\u0442\u044c\u0438, \u0437\u0430 \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435\u043c \u043e\u0433\u0440\u043e\u043c\u043d\u043e\u0433\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u0441\u0441\u044b\u043b\u043e\u043a &mdash; \u043e\u043d\u0438 \u043f\u0440\u0438\u0433\u043e\u0434\u044f\u0442\u0441\u044f \u0442\u0435\u043c, \u043a\u0442\u043e \u0432\u0441\u0435\u0440\u044c\u0435\u0437 \u0437\u0430\u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043e\u0432\u0430\u043b\u0441\u044f \u0442\u0435\u043c\u043e\u0439 \u0438 \u0445\u043e\u0442\u0435\u043b \u0431\u044b \u0438\u0437\u0443\u0447\u0438\u0442\u044c \u0442\u0435\u043e\u0440\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0430\u0441\u043f\u0435\u043a\u0442\u044b \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u0444\u043e\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0438 \u0431\u043e\u043b\u0435\u0435 \u0433\u043b\u0443\u0431\u043e\u043a\u043e, \u043d\u043e \u0434\u043b\u044f \u0448\u0438\u0440\u043e\u043a\u043e\u0439 \u0430\u0443\u0434\u0438\u0442\u043e\u0440\u0438\u0438 \u043c\u044b \u0441\u043e\u0447\u043b\u0438 \u044d\u0442\u043e\u0442 \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b \u0438\u0437\u0431\u044b\u0442\u043e\u0447\u043d\u044b\u043c.&nbsp;&nbsp; \u0421\u0435\u0433\u043e\u0434\u043d\u044f \u043d\u0438 \u043e\u0434\u043d\u0430 \u043f\u0440\u0435\u0437\u0435\u043d\u0442\u0430\u0446\u0438\u044f \u0441\u043c\u0430\u0440\u0442\u0444\u043e\u043d\u0430 \u043d\u0435 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":26610,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-35473","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.2 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 \u0440\u0430\u0437\u043c\u0435\u0449\u0435\u043d \u043d\u0430 \u0441\u0430\u0439\u0442\u0435 \u0412\u0430\u0441\u0442\u0440\u0438\u043a.\u0440\u0443 \u0438 \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d \u043d\u0430 3DNews \u0441 \u0440\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0430\u0432\u0442\u043e\u0440\u0430.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Yuri Gagarin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/prohoster.info\/sq\/blog\/news\/novaya-statya-vychislitelnaya-fotografiya\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.2\" \/>\n\t\t<meta property=\"og:locale\" content=\"sq_AL\" \/>\n\t\t<meta property=\"og:site_name\" content=\"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\ud83e\udd47\u041d\u043e\u0432\u0430\u044f \u0441\u0442\u0430\u0442\u044c\u044f: \u0412\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u0424\u043e\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u044f | ProHoster\" \/>\n\t\t<meta property=\"og:description\" content=\"\u041e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 \u0440\u0430\u0437\u043c\u0435\u0449\u0435\u043d \u043d\u0430 \u0441\u0430\u0439\u0442\u0435 \u0412\u0430\u0441\u0442\u0440\u0438\u043a.\u0440\u0443 \u0438 \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d \u043d\u0430 3DNews \u0441 \u0440\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0430\u0432\u0442\u043e\u0440\u0430.\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/prohoster.info\/sq\/blog\/news\/novaya-statya-vychislitelnaya-fotografiya\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"350\" \/>\n\t\t<meta property=\"og:image:height\" content=\"350\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2019-10-31T19:04:32+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2019-10-31T19:04:32+00:00\" \/>\n\t\t<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\ud83e\udd47Artikulli i ri: Fotografia Computacionale | ProHoster","description":"Artikulli origjinal \u00ebsht\u00eb publikuar n\u00eb faqen \u0412\u0430\u0441\u0442\u0440\u0438\u043a.\u0440\u0443 dhe \u00ebsht\u00eb botuar n\u00eb 3DNews me lejen e autorit.","canonical_url":"https:\/\/prohoster.info\/sq\/blog\/news\/novaya-statya-vychislitelnaya-fotografiya","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"sq_AL","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47\u041d\u043e\u0432\u0430\u044f \u0441\u0442\u0430\u0442\u044c\u044f: \u0412\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u0424\u043e\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u044f | ProHoster","og:description":"\u041e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 \u0440\u0430\u0437\u043c\u0435\u0449\u0435\u043d \u043d\u0430 \u0441\u0430\u0439\u0442\u0435 \u0412\u0430\u0441\u0442\u0440\u0438\u043a.\u0440\u0443 \u0438 \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d \u043d\u0430 3DNews \u0441 \u0440\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0430\u0432\u0442\u043e\u0440\u0430.","og:url":"https:\/\/prohoster.info\/sq\/blog\/news\/novaya-statya-vychislitelnaya-fotografiya","og:image":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:secure_url":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:width":350,"og:image:height":350,"article:published_time":"2019-10-31T19:04:32+00:00","article:modified_time":"2019-10-31T19:04:32+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":{"post_id":"35473","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":null,"schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"seo_analyzer_scan_date":"2026-01-21 23:25:19","breadcrumb_settings":null,"limit_modified_date":false,"reviewed_by":null,"ai":null,"created":"2021-03-01 02:01:27","updated":"2026-01-21 23:25:19","focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"gt_translate_keys":[{"key":"link","format":"url"}],"_links":{"self":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/posts\/35473","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/comments?post=35473"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/posts\/35473\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/media\/26610"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/media?parent=35473"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/categories?post=35473"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/tags?post=35473"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}