{"id":2348,"date":"2026-01-19T07:00:00","date_gmt":"2026-01-19T04:00:00","guid":{"rendered":"https:\/\/www.kaanugrasiz.com\/tr\/?p=2348"},"modified":"2025-12-23T17:44:25","modified_gmt":"2025-12-23T14:44:25","slug":"hesaplamali-fotografcilik","status":"publish","type":"post","link":"https:\/\/www.kaanugrasiz.com\/tr\/hesaplamali-fotografcilik.html","title":{"rendered":"Hesaplamal\u0131 foto\u011fraf\u00e7\u0131l\u0131k: Profesyonel makineler tarih mi oluyor?"},"content":{"rendered":"\n<p>Frans\u0131z mucit <strong>Joseph Nic\u00e9phore Ni\u00e9pce<\/strong>\u2019in 1926\u2019da ilk foto\u011fraf\u0131 \u00e7ekmesinin \u00fczerinden bir as\u0131r kadar ge\u00e7ti ve o g\u00fcnden bu g\u00fcne kadar <strong>foto\u011fraf\u00e7\u0131l\u0131k basit bir fizik kural\u0131na dayand\u0131;<\/strong> daha iyi foto\u011fraf \u00e7ekmek i\u00e7in daha b\u00fcy\u00fck bir lens ve foto\u011fraf\u0131 yans\u0131tt\u0131\u011f\u0131n daha b\u00fcy\u00fck bir y\u00fczey. Bu y\u00fczeyi bu g\u00fcnlerde sens\u00f6r olarak da tan\u0131ml\u0131yoruz.<\/p>\n\n\n\n<p>Teknoloji ve teknolojiyle beraber y\u00fckselen dijitalle\u015fme hayat\u0131m\u0131zdaki pek \u00e7ok \u015feyi de\u011fi\u015ftirdi\u011fi gibi foto\u011fraf\u00e7\u0131l\u0131\u011f\u0131 da etkiledi ve foto\u011fraf\u00e7\u0131l\u0131\u011f\u0131n kurallar\u0131n\u0131n yeniden yaz\u0131lmas\u0131na neden oldu. Bug\u00fcn hepimizde mutlaka bir tane olan cep telefonlar\u0131na entregre edilen kameralar art\u0131k neredeyse profesyonel s\u0131n\u0131ftaki foto\u011fraf makinelerine kafa tutabilecek halde.<\/p>\n\n\n<style>.kb-table-of-content-nav.kb-table-of-content-id2348_a6d4e6-11 .kb-table-of-content-wrap{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);}.kb-table-of-content-nav.kb-table-of-content-id2348_a6d4e6-11 .kb-table-of-contents-title-wrap{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id2348_a6d4e6-11 .kb-table-of-contents-title{font-weight:regular;font-style:normal;}.kb-table-of-content-nav.kb-table-of-content-id2348_a6d4e6-11 .kb-table-of-content-wrap .kb-table-of-content-list{font-weight:regular;font-style:normal;margin-top:var(--global-kb-spacing-sm, 1.5rem);margin-right:0px;margin-bottom:0px;margin-left:0px;}<\/style>\n\n\n<p>Peki \u0131\u015f\u0131\u011f\u0131 toplayan sens\u00f6rler b\u00fcy\u00fcmedi\u011fine ve lensler devasa hale gelmedi\u011fine g\u00f6re de\u011fi\u015fen \u015fey ne?<\/p>\n\n\n\n<p>En sonda verece\u011fim yan\u0131t\u0131 en ba\u015fta vereyim; <strong>yaz\u0131l\u0131m.<\/strong><\/p>\n\n\n\n<p><strong>Hesaplamal\u0131 foto\u011fraf\u00e7\u0131l\u0131k,<\/strong> ya da daha s\u0131k duyulan ismiyle <strong>Computational photograpy<\/strong> \u00e7a\u011f\u0131na ho\u015fgeldin.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Computational photograpy (CP) nedir?<\/h3>\n\n\n\n<p>Geleneksel y\u00f6ntemde foto\u011fraf  \u00e7ekerken, foto\u011fraf makinesinin deklan\u015f\u00f6r\u00fcne basars\u0131n, kameran\u0131n sens\u00f6r\u00fcn\u00fcn \u00f6n\u00fcndeki lens a\u00e7\u0131l\u0131r, \u0131\u015f\u0131k sens\u00f6re d\u00fc\u015fer ve kameran\u0131n kar\u015f\u0131s\u0131nda her ne varsa, sens\u00f6r\u00fcn \u00fcst\u00fcne d\u00fc\u015fer ve foto\u011fraf\u0131 \u00e7ekmi\u015f olursun.<\/p>\n\n\n\n<p>Yeni jenerasyon ak\u0131ll\u0131 telefonlardaki <strong>hareketli foto\u011fraf<\/strong> fonksiyonundan da uygulamal\u0131 olarak g\u00f6rebilece\u011fin \u00fczere, ak\u0131ll\u0131 telefonunun ekran\u0131ndaki deklan\u015f\u00f6r tu\u015funa bast\u0131\u011f\u0131nda telefonun yaln\u0131zca bir kare foto\u011fraf \u00e7ekmez. Bu bazen bir ka\u00e7 saniyelik bir video da olabilir arka arkaya \u00e7ekilmi\u015f bir ka\u00e7 foto\u011fraf da.<\/p>\n\n\n\n<p>Bu karelerin baz\u0131lar\u0131 yeterince \u0131\u015f\u0131k yakalayamad\u0131\u011f\u0131 i\u00e7in karanl\u0131k \u00e7\u0131kar baz\u0131lar\u0131 o anda kameray\u0131 hareket ettirdi\u011fin i\u00e7in bulan\u0131kt\u0131r. <strong>\u0130\u015flemci t\u00fcm bu kareleri olu\u015fturan verileri inceler,<\/strong> her bir pikseli analiz eder, foto\u011frafta <em>k\u00f6t\u00fc<\/em> g\u00f6r\u00fcnen k\u0131s\u0131mlar\u0131 atar ve en iyi par\u00e7alar\u0131 birle\u015ftirerek o <em>harika g\u00f6r\u00fcnt\u00fc<\/em>y\u00fc olu\u015fturur.<\/p>\n\n\n\n<p>Yani computational photograpy (CP) <strong>optik kusurlar\u0131 yaz\u0131l\u0131mla d\u00fczeltme sanat\u0131<\/strong> olarak tan\u0131mlanabilir. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Sihirli karelerin ard\u0131ndaki s\u0131rlar<\/h3>\n\n\n\n<p>Foto\u011fraf\u00e7\u0131l\u0131kta kullan\u0131lan sihirli y\u00f6ntemler ve teknikler, CP\u2019nin de en \u00f6nemli ilham kayna\u011f\u0131.<\/p>\n\n\n\n<p>Bunlardan ilki modern foto\u011fraf\u00e7\u0131l\u0131\u011f\u0131n kalbi olarak g\u00f6r\u00fclen <strong>Stacking ve HDR+.<\/strong><\/p>\n\n\n\n<p>Dinamik aral\u0131klar\u0131n\u0131n yetersiz kalmas\u0131ndan \u00f6t\u00fcr\u00fc k\u00fc\u00e7\u00fck <strong>sens\u00f6rlerin \u00e7ok ayd\u0131nl\u0131k ve karanl\u0131k yerleri ayn\u0131 anda alg\u0131lamas\u0131 \u00e7ok zor ya da imkans\u0131z.<\/strong> Bunu \u00e7\u00f6zmek i\u00e7in kamera \u00e7ok k\u0131sa ve normal pozlama de\u011ferlerinde foto\u011fraflar \u00e7eker, yaz\u0131l\u0131m yard\u0131m\u0131yla bunlar \u00fcst \u00fcste bindirilir, yani <strong>stacking<\/strong> yap\u0131l\u0131r. En ayd\u0131nl\u0131k yerler en karanl\u0131k kareden, en karanl\u0131k yerler de en ayd\u0131nl\u0131k kareden al\u0131narak t\u00fcm detaylar\u0131n g\u00f6r\u00fcnd\u00fc\u011f\u00fc bir kare elde edilir.<\/p>\n\n\n\n<p><strong>Gece foto\u011fraf\u00e7\u0131l\u0131\u011f\u0131n\u0131 daha eri\u015filebilir k\u0131lmak<\/strong><\/p>\n\n\n\n<p>Gece foto\u011fraf \u00e7ekmek \u00e7ok eski bir gelenek ve eskiden ya fla\u015f patlat\u0131l\u0131r ya da gece iyi foto\u011fraf \u00e7ekmek i\u00e7in uzun pozlama yap\u0131l\u0131rd\u0131. Uzun pozlama, deklan\u015f\u00f6r\u00fcn uzun s\u00fcre bas\u0131larak sens\u00f6r\u00fcn \u00f6n\u00fcndeki diyafram\u0131n  uzun s\u00fcre boyunca a\u00e7\u0131k kalmas\u0131yla \u00e7ekilir ve bu y\u00f6ntemle foto\u011fraf \u00e7ekilirken kameran\u0131n hareketsiz kalmas\u0131 gerekli. Bunun i\u00e7in de yere sa\u011flam basan bir tripoda ihtiyac\u0131m\u0131z var, \u00e7\u00fcnk\u00fc deklan\u015f\u00f6re ne kadar uzun basarsan diyafram o kadar a\u00e7\u0131k kal\u0131r ve sens\u00f6re o kadar fazla \u0131\u015f\u0131k girer;  dolay\u0131s\u0131yla sens\u00f6r \u00fczerine d\u00fc\u015fen her \u015feyi kaydetti\u011fi i\u00e7in foto\u011fraflar a\u015f\u0131r\u0131 parlak ve bulan\u0131k \u00e7\u0131kar.<\/p>\n\n\n\n<p>Ni\u00e9pce\u2019in \u00e7ekti\u011fi ilk foto\u011fraflar\u0131n \u00f6zel bir materyal \u00fczerinde belirmesi i\u00e7in gereken s\u00fcre ortalama 8 saatti. Bug\u00fcn ise bir ka\u00e7 milisaniye i\u00e7inde ekran\u0131m\u0131zda \u00e7ekti\u011fimiz kareyi g\u00f6r\u00fcyoruz.<\/p>\n\n\n\n<p>Cep telefonlar\u0131, deklan\u015f\u00f6r\u00fc uzun s\u00fcre a\u00e7\u0131k tutan <strong>uzun pozlama yapmak yerine \u00e7ok ama \u00e7ok k\u0131sa bir s\u00fcre i\u00e7inde \u00e7ok fazla k\u0131sa pozlama yapar<\/strong>. Foto\u011fraf \u00e7ekerken elin titrese bile g\u00f6r\u00fcnt\u00fcler yaz\u0131l\u0131m yard\u0131m\u0131yla hizalan\u0131r, piksellerin \u00fczerindeki g\u00fcr\u00fclt\u00fc temizlenir ve net ve ayd\u0131nl\u0131k bir foto\u011fraf g\u00f6sterilir.<\/p>\n\n\n\n<p><strong>Art\u0131k herkes alan derinli\u011fi olan foto\u011fraflar \u00e7ekebilir.<\/strong><\/p>\n\n\n\n<p><em>Bokeh<\/em> ad\u0131 verilen, profesyonel kameralarla ve odak noktas\u0131yle ilgili \u00f6zel teknikler kullan\u0131larak foto\u011fraflar\u0131n arka plan\u0131 bulan\u0131kla\u015ft\u0131rma, geni\u015f diyaframl\u0131 lenslerin fiziksel bir kabiliyeti, cep telefonlar\u0131yla \u00e7ekilen foto\u011fraflardaki bokeh efekti ise tamamen yapay.<\/p>\n\n\n\n<p>Bu ve benzeri efektleri yaratmak i\u00e7in telefon iki kamera kullanarak <strong>stereoskopik g\u00f6r\u00fc\u015f<\/strong>le, <strong>LiDAR sens\u00f6r\u00fc<\/strong>yle ya da <strong>Dual Pixel gibi bir teknoloji<\/strong>yi kullanarak kar\u015f\u0131s\u0131ndaki sahneyi 3 boyutlu olarak tarar. Bu tarama yaz\u0131l\u0131m\u0131n karedeki objelerin hangisinin \u00f6nde hangisinin arkada oldu\u011funu belirlenmesini sa\u011flar ve \u00f6ndeki objeyi kesip arka plan\u0131 bulan\u0131kla\u015ft\u0131rarak bunu \u00fcst\u00fcne yap\u0131\u015ft\u0131r\u0131r, b\u00f6ylece yapay bir bokeh efekti yarat\u0131lm\u0131\u015f olur.<\/p>\n\n\n\n<p><strong>Semantic rendering<\/strong><\/p>\n\n\n\n<p>Elindeki k\u00fc\u00e7\u00fck cihaz\u0131n i\u015flemcisi <strong>art\u0131k yaln\u0131zca \u0131\u015f\u0131\u011f\u0131 g\u00f6r\u00fcnt\u00fclemiyor, neyin foto\u011fraf\u0131n\u0131 \u00e7ekti\u011fini de alg\u0131l\u0131yor<\/strong>. <em>Semantic rendering<\/em> ad\u0131 verilen bu teknoloji, bir yandan foto\u011fraf\u0131 olu\u015fturan veriyi inceleyip her bir pikseli i\u015flerken karede ne oldu\u011funu da alg\u0131l\u0131yor.<\/p>\n\n\n\n<p>\u00c7ekti\u011fin foto\u011fraf \u00f6rne\u011fin bir bulut foto\u011fraf\u0131ysa semantik i\u015fleme g\u00fcr\u00fclt\u00fc olarak kabul edilen \u00f6\u011feleri azalt\u0131rken dokuya dokunmuyor. Bir portre \u00e7ektiysen sa\u00e7lar\u0131 daha belirgin hetirmek i\u00e7in sa\u00e7lar\u0131n etraf\u0131ndaki pikselleri keskinle\u015ftiriyor ve cildin tonunu korurken y\u00fczdeki lekeleri azaltmak i\u00e7in bir giri\u015fimde bulunuyor.<\/p>\n\n\n\n<p>Semantic rendering&#8217;i foto\u011fraf\u0131n her b\u00f6lgesine ayr\u0131 ayr\u0131 uygulanan bir re\u00e7ete olarak tan\u0131mlayabiliriz.<\/p>\n\n\n\n<p>&#8230;<\/p>\n\n\n\n<p>CP ve beraberinde gelen t\u00fcm teknolojiler <strong>foto\u011fraf\u00e7\u0131l\u0131ktaki ger\u00e7eklik kavram\u0131<\/strong>n\u0131 biraz esnetiyor, fakat <strong>ba\u015fka bir bak\u0131\u015f a\u00e7\u0131s\u0131na g\u00f6re<\/strong> foto\u011fraf\u00e7\u0131l\u0131\u011f\u0131 demokratikle\u015ftiriyor.&nbsp;<\/p>\n\n\n\n<p>Bu da foto\u011fraf \u00e7ekmek i\u00e7in insanlar\u0131n art\u0131k pahal\u0131 ekipmanlara ya da foto\u011fraf \u00e7ekmek ve bunlar\u0131 d\u00fczenlemek i\u00e7in karma\u015f\u0131k \u00e7ekim tekniklere a\u015fina olmas\u0131na, foto\u011fraf i\u015flemek i\u00e7in kullan\u0131lan programlar\u0131 bilmesine ve bunlar\u0131n ba\u015f\u0131nda zaman ge\u00e7irmesine olan ihtiyac\u0131 ortadan kald\u0131rd\u0131. <\/p>\n\n\n\n<p><strong>Tekniklere ve y\u00f6ntemlere a\u015fina olmak ve bir program\u0131 kullanmay\u0131 bilmek<\/strong> her zaman bir avantaj, fakat bu avantaj d\u00fcnya \u00fczerindeki k\u00fc\u00e7\u00fck bir insan grubu i\u00e7in ge\u00e7erli.<\/p>\n\n\n\n<p>\u00c7o\u011fu insan i\u00e7in ekranda g\u00fczel g\u00f6r\u00fcnen bir foto\u011fraf \u00e7ekmek i\u00e7in ekran\u0131n bir yerine dokunmak yeterli g\u00f6r\u00fcn\u00fcyor, gerisini cihaz\u0131n i\u00e7inde yaz\u0131l\u0131m hallediyor.<\/p>\n\n\n\n<div class=\"wp-block-uagb-image uagb-block-bd1e9193 wp-block-uagb-image--layout-default wp-block-uagb-image--effect-static wp-block-uagb-image--align-none\"><figure class=\"wp-block-uagb-image__figure\"><img decoding=\"async\" srcset=\"https:\/\/www.kaanugrasiz.com\/tr\/wp-content\/uploads\/2025\/12\/computational-photography-2-1024x683.webp ,https:\/\/www.kaanugrasiz.com\/tr\/wp-content\/uploads\/2025\/12\/computational-photography-2.webp 780w, https:\/\/www.kaanugrasiz.com\/tr\/wp-content\/uploads\/2025\/12\/computational-photography-2.webp 360w\" sizes=\"auto, (max-width: 480px) 150px\" src=\"https:\/\/www.kaanugrasiz.com\/tr\/wp-content\/uploads\/2025\/12\/computational-photography-2-1024x683.webp\" alt=\"\" class=\"uag-image-2350\" width=\"1920\" height=\"1280\" title=\"computational photography 2\" loading=\"lazy\" role=\"img\"\/><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">G\u00f6rsel tarihin g\u00fcvenilirli\u011findeki sessiz tehlike<\/h3>\n\n\n\n<p><strong>Gelecekten gelen ve yan\u0131t\u0131 bug\u00fcnde sakl\u0131 olan bir soru var: g\u00f6rsel tarih oldu\u011fu gibi mi kaydedildi yoksa foto\u011fraflarda manip\u00fclasyon var m\u0131?<\/strong><\/p>\n\n\n\n<p>Foto\u011fraf\u00e7\u0131l\u0131k biraz da <strong>olan\u0131 oldu\u011fu gibi kaydetme sanat\u0131<\/strong>. Yeni bir g\u00f6rsel ileti\u015fim metodu olu\u015fturmak yerine elimizde olan bir \u015feyi d\u00f6n\u00fc\u015ft\u00fcrmeli miyiz, tart\u0131\u015fmam\u0131z gereken as\u0131l konu belki de bu.<\/p>\n\n\n\n<p>Donan\u0131mdan kaynaklanan fiziksel s\u0131n\u0131rlar\u0131n a\u015fmak i\u00e7in bir ara\u00e7 olmas\u0131, baz\u0131 y\u00f6ntem ve tekniklerin demokratikle\u015ftirmesi y\u00f6n\u00fcnden CP iyi bir yerde duruyor. Dolay\u0131s\u0131yla <em>iyi \u00e7ekilmi\u015f<\/em> foto\u011fraflara sahip olmak art\u0131k san\u0131ld\u0131\u011f\u0131 kadar zor ve eri\u015filmez de\u011fil. Bu d\u00fcnyan\u0131n herhangi bir yerinde ya\u015fayan ve \u00e7ocuklar\u0131yla \u00e7ekti\u011fi bir aile foto\u011fraf\u0131n\u0131 daha iyi bir hale getirmek isteyen bir baba i\u00e7in iyi bir \u015fey.<\/p>\n\n\n\n<p>\u0130nsan g\u00f6z\u00fcn\u00fcn g\u00f6rd\u00fc\u011f\u00fc \u015fekle m\u00fcmk\u00fcn oldu\u011fu kadar yak\u0131nla\u015fm\u0131\u015f foto\u011fraflar herkesin ho\u015funa gidiyor ve herkes b\u00f6yle foto\u011fraflar \u00e7ekmek istiyor fakat burada <strong>feragat etti\u011fimiz \u00f6nemli en \u00f6nemli \u015fey<\/strong>ler ger\u00e7eklik kavram\u0131 ve otantiklik.&nbsp;<\/p>\n\n\n\n<p><strong>Fark\u0131nda olmak gereken en \u00f6nemli detaylardan biri<\/strong> CP\u2019nin foto\u011fraflar\u0131 yaln\u0131zca iyile\u015ftirmekle kalmad\u0131\u011f\u0131; bazen foto\u011frafta var olmayan detaylar\u0131 tahmin yoluyla yeniden olu\u015fturdu\u011fu. Bunun en belirgin ve tart\u0131\u015fma yaratan \u00f6rne\u011fi <strong>Moon Mode<\/strong>. Bu aksiyonda, baz\u0131 telefonlar \u00e7ekilen ay foto\u011fraflar\u0131n\u0131n \u00fcst\u00fcne veritaban\u0131nda yer alan y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fckl\u00fc ay foto\u011fraflar\u0131ndan birisi yap\u0131\u015ft\u0131r\u0131yor. Bu gibi durumlar foto\u011fraf\u0131n \u201cbelge\u201d niteli\u011fini ortadan kald\u0131ran giri\u015fimler.<\/p>\n\n\n\n<p>CP gibi teknolojilerin <strong>kontrols\u00fczce yayg\u0131nla\u015fmas\u0131 ve hen\u00fcz herhangi bir reg\u00fclasyona tabi olmamas\u0131<\/strong>, g\u00f6r\u00fcnt\u00fclerin birer foto\u011fraf olmaktan \u00e7\u0131k\u0131p algoritmalar taraf\u0131ndan \u00fcretilen <em>dijital i\u00e7eriklere<\/em> d\u00f6n\u00fc\u015fmesine neden olabilir.<\/p>\n\n\n\n<p>Bu da bu d\u00f6nemden sonra tutulan g\u00f6rsel tarihin g\u00fcvenilirli\u011fini sarsacak \u00f6nemli bir risk.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Ger\u00e7ek g\u00fczellik ne, bir \u015feyin g\u00fczel oldu\u011funa kim karar veriyor?<\/h3>\n\n\n\n<p>Sosyal medyan\u0131n yayg\u0131nla\u015fmas\u0131yla birlikte \u00fczerinde konu\u015ftu\u011fumuz \u00f6nemli bir di\u011fer konu da <strong>g\u00fczellik alg\u0131s\u0131<\/strong> ve <strong>ger\u00e7ek g\u00fczelli\u011fin ne oldu\u011fu<\/strong>.&nbsp;<\/p>\n\n\n\n<p>Yapay zeka modelleri, <em>iyi foto\u011fraf<\/em> kavram\u0131n\u0131 pop\u00fcler g\u00f6rseller \u00fczerinden \u00f6\u011frendi ve \u00e7ekilen her kareyi <em>g\u00fczel<\/em> kavram\u0131yla e\u015fle\u015ftirdikleri bu verileri kullanarak <em>iyile\u015ftirir<\/em> ve onlara uydurma e\u011filimindedir.<\/p>\n\n\n\n<p>Bahsetti\u011fim bu <strong>g\u00fczellik alg\u0131s\u0131n\u0131n foto\u011fraflar\u0131 g\u00f6t\u00fcrd\u00fc\u011f\u00fc yerde<\/strong> doygun renklerin, p\u00fcr\u00fczs\u00fcz y\u00fczlerin ve&nbsp; m\u00fcmk\u00fcn oldu\u011fu kadar az g\u00f6lgenin oldu\u011fu standart bir \u015fablon var.<\/p>\n\n\n\n<p>Bu <strong>standartla\u015fma e\u011filimi<\/strong>, bir sanat bi\u00e7imi olarak foto\u011fraf\u0131n ve sanat\u0131 icra eden foto\u011fraf\u00e7\u0131n\u0131n kendini ifade etme hatta hata yapma \u00f6zg\u00fcrl\u00fc\u011f\u00fcne bir m\u00fcdahale.<\/p>\n\n\n\n<p>Ters \u0131\u015f\u0131kta bir \u015fehir foto\u011fraf\u0131 \u00e7ekti\u011finde ya da kasvetli bir portrenin karanl\u0131k yerlerini ayd\u0131nlatmaya \u00e7al\u0131\u015fmak ya da foto\u011frafa ne\u015fe katmaya \u00e7al\u0131\u015fmak bir t\u00fcr homojenle\u015fme ve insan dokunu\u015funun ortadan kalkmas\u0131na neden olan bir makine \u00f6\u011frenimi aksiyonu.<\/p>\n\n\n\n<p>&#8230;<\/p>\n\n\n\n<p>CP&#8217;nin foto\u011fraf\u00e7\u0131l\u0131\u011f\u0131n gelece\u011finde hem yarat\u0131c\u0131 hem de \u00f6nemli bir k\u0131r\u0131lma noktas\u0131n\u0131 te\u015fkil edece\u011fi a\u00e7\u0131k. Optik donan\u0131mlar\u0131n s\u0131n\u0131rlar\u0131n\u0131n \u00f6tesine ge\u00e7meyi ba\u015faran yaz\u0131l\u0131mlar, \u00e7ekilen sahneleri yaln\u0131zca daha net, daha parlak ve <em>daha do\u011fru<\/em> \u015fekilde yeniden in\u015fa etmiyor, ayn\u0131 zamanda g\u00f6rsel bir materyale bakt\u0131\u011f\u0131m\u0131zda ne g\u00f6rd\u00fc\u011f\u00fcm\u00fcz\u00fc ve g\u00f6rd\u00fc\u011f\u00fcm\u00fcz \u015feyde neyi alg\u0131lad\u0131\u011f\u0131m\u0131z\u0131 da ba\u015fka bir \u015feye d\u00f6n\u00fc\u015ft\u00fcr\u00fcyor.<\/p>\n\n\n\n<p>\u00d6n\u00fcm\u00fczde olan \u015fey, foto\u011fraf\u0131n art\u0131k bir kay\u0131t arac\u0131 de\u011fil de birileri taraf\u0131ndan yorumlanan, hesaplanan ve gerekti\u011finde de yeniden yeniden kurgulanabilen bir i\u00e7eri\u011fe d\u00f6n\u00fc\u015fme ihtimali. <\/p>\n\n\n\n<p>Dolay\u0131s\u0131yla foto\u011fraflarla \u00e7al\u0131\u015fan ki\u015filerin yeni g\u00f6revleri de olacak; yeni teknikleri takip etmenin yan\u0131nda foto\u011fraf\u0131n g\u00f6sterdi\u011fi \u015feyin do\u011frulu\u011fu, etik s\u0131n\u0131rlar i\u00e7inde nerede durdu\u011fu ve foto\u011fraftan beklenenlerle elde olan aras\u0131ndaki hassas dengeyi g\u00f6zetmek.<\/p>\n\n\n\n<p>Computational photograpy, yani hesaplamal\u0131 foto\u011fraf\u00e7\u0131l\u0131k hakk\u0131nda daha \u00e7ok konu\u015faca\u011f\u0131z ve biz konu\u015ftuk\u00e7a foto\u011fraf\u0131n bug\u00fcn bildi\u011fimiz anlam\u0131 de\u011fi\u015fecek&#8230;<\/p>\n\n\n\n<p><strong>Referanslar ve ileri okuma\u2026<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.theverge.com\/news\/690115\/adobe-project-indigo-camera-app-marc-levoy\" target=\"_blank\" rel=\"noreferrer noopener\">Adobe launches a new \u2018computational photography\u2019 camera app for iPhones<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/graphics.stanford.edu\/courses\/cs448a-10\/\" target=\"_blank\" rel=\"noreferrer noopener\">CS 448A &#8211; Computational photography<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/arxiv.org\/abs\/2003.08934\" target=\"_blank\" rel=\"noreferrer noopener\">NeRF: Representing scenes as neural radiance fields for view synthesis<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/17514517.2025.2516337\" target=\"_blank\" rel=\"noreferrer noopener\">Computational photography: The production of perpetual targets<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/research.google\/pubs\/burst-photography-for-high-dynamic-range-and-low-light-imaging-on-mobile-cameras\/\" target=\"_blank\" rel=\"noreferrer noopener\">Burst photography for high dynamic range and low-light imaging on mobile cameras<\/a><\/li>\n<\/ul>\n\n\n\n<p>Ana foto\u011fraf: <a href=\"https:\/\/unsplash.com\/@pawel_czerwinski?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText\">Pawel Czerwinski<\/a>, <a href=\"https:\/\/unsplash.com\/photos\/black-dslr-camera-on-brown-wooden-table-IskA3TGmyGk?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText\">Unsplash<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Frans\u0131z mucit Joseph Nic\u00e9phore Ni\u00e9pce\u2019in 1926\u2019da ilk foto\u011fraf\u0131 \u00e7ekmesinin \u00fczerinden bir as\u0131r kadar ge\u00e7ti ve o g\u00fcnden bu g\u00fcne kadar foto\u011fraf\u00e7\u0131l\u0131k basit bir fizik kural\u0131na dayand\u0131; daha iyi foto\u011fraf \u00e7ekmek i\u00e7in daha b\u00fcy\u00fck bir lens ve foto\u011fraf\u0131 yans\u0131tt\u0131\u011f\u0131n daha b\u00fcy\u00fck bir y\u00fczey. Bu y\u00fczeyi bu g\u00fcnlerde sens\u00f6r olarak da tan\u0131ml\u0131yoruz. Teknoloji ve teknolojiyle beraber y\u00fckselen&#8230;<\/p>\n","protected":false},"author":1,"featured_media":2349,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_uag_custom_page_level_css":"","_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"categories":[183,207],"tags":[1199,1205,1217,1200,1209,1218,1213,1207,1201,1198,1208,1216,1210,1211,1215,1214,1202,1203,1204,1206,1212],"class_list":["post-2348","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji","category-yapay-zeka","tag-computational-photography","tag-derinlik-algilama","tag-fotograf-demokratiklesmesi","tag-gece-fotografciligi","tag-gerceklik-algisi","tag-gorsel-dogruluk","tag-goruntu-manipulasyonu","tag-gurultu-azaltma","tag-hdr","tag-hesaplamali-fotografcilik","tag-lidar","tag-mobil-kamera-teknolojileri","tag-moon-mode","tag-optik-kusur-duzeltme","tag-piksel-isleme","tag-semantic-rendering","tag-sensor-teknolojisi","tag-stacking","tag-uzun-pozlama","tag-yapay-bokeh","tag-yapay-zeka-fotografciligi"],"yoast_head":"<!-- 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Bu y\u00fczeyi bu g\u00fcnlerde sens\u00f6r olarak da tan\u0131ml\u0131yoruz. Teknoloji ve teknolojiyle beraber y\u00fckselen...","_links":{"self":[{"href":"https:\/\/www.kaanugrasiz.com\/tr\/wp-json\/wp\/v2\/posts\/2348","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kaanugrasiz.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kaanugrasiz.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kaanugrasiz.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kaanugrasiz.com\/tr\/wp-json\/wp\/v2\/comments?post=2348"}],"version-history":[{"count":3,"href":"https:\/\/www.kaanugrasiz.com\/tr\/wp-json\/wp\/v2\/posts\/2348\/revisions"}],"predecessor-version":[{"id":2586,"href":"https:\/\/www.kaanugrasiz.com\/tr\/wp-json\/wp\/v2\/posts\/2348\/revisions\/2586"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kaanugrasiz.com\/tr\/wp-json\/wp\/v2\/media\/2349"}],"wp:attachment":[{"href":"https:\/\/www.kaanugrasiz.com\/tr\/wp-json\/wp\/v2\/media?parent=2348"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kaanugrasiz.com\/tr\/wp-json\/wp\/v2\/categories?post=2348"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kaanugrasiz.com\/tr\/wp-json\/wp\/v2\/tags?post=2348"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}