{"id":477895,"date":"2023-08-09T09:22:01","date_gmt":"2023-08-09T09:22:01","guid":{"rendered":""},"modified":"2023-09-05T11:15:37","modified_gmt":"2023-09-05T11:15:37","slug":"lossy-compression","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/tr\/wiki\/lossy-compression\/","title":{"rendered":"Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma"},"content":{"rendered":"<h2>girii\u015f<\/h2>\n<p>Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma, kaliteden tamamen \u00f6d\u00fcn vermeden dosyalar\u0131n boyutunu azaltmak i\u00e7in veri i\u015flemede kullan\u0131lan \u00e7ok \u00f6nemli bir tekniktir. G\u00f6r\u00fcnt\u00fc ve video i\u015fleme, ses ak\u0131\u015f\u0131 ve a\u011flar \u00fczerinden veri iletimi dahil olmak \u00fczere \u00e7e\u015fitli dijital uygulamalarda \u00f6nemli bir rol oynar. Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma kavram\u0131, hesaplaman\u0131n ilk g\u00fcnlerine kadar uzan\u0131r ve zaman i\u00e7inde \u00f6nemli \u00f6l\u00e7\u00fcde geli\u015fmi\u015ftir. Bu makale, kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rman\u0131n tarihini, \u00e7al\u0131\u015fma ilkelerini, t\u00fcrlerini, uygulamalar\u0131n\u0131 ve gelecekteki beklentilerini, \u00f6zellikle de proxy sunucular d\u00fcnyas\u0131yla olan ili\u015fkisini ara\u015ft\u0131rmay\u0131 ama\u00e7lamaktad\u0131r.<\/p>\n<h2>Kay\u0131pl\u0131 S\u0131k\u0131\u015ft\u0131rman\u0131n K\u00f6kenleri<\/h2>\n<p>Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rman\u0131n k\u00f6kenleri, dijital teknolojilerin ivme kazanmaya ba\u015flad\u0131\u011f\u0131 1970&#039;lerin ba\u015flar\u0131na kadar uzanabilir. Bilgisayar depolama kapasitelerinin son derece s\u0131n\u0131rl\u0131 oldu\u011fu ve b\u00fcy\u00fck dosyalar\u0131n a\u011f \u00fczerinden iletilmesinin zor oldu\u011fu bir d\u00f6nemdi. Bu s\u0131n\u0131rlamalara yan\u0131t olarak ara\u015ft\u0131rmac\u0131lar ve m\u00fchendisler, veriyi boyutunu k\u00fc\u00e7\u00fclterek verimli bir \u015fekilde temsil etmenin yollar\u0131n\u0131 ke\u015ffetmeye ba\u015flad\u0131. Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rman\u0131n ilk s\u00f6zleri, ses sinyali i\u015fleme ve g\u00f6r\u00fcnt\u00fc s\u0131k\u0131\u015ft\u0131rma hakk\u0131ndaki akademik makalelerde ortaya \u00e7\u0131kt\u0131.<\/p>\n<h2>Kay\u0131pl\u0131 S\u0131k\u0131\u015ft\u0131rmay\u0131 Ke\u015ffetmek<\/h2>\n<p>Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma, kay\u0131ps\u0131z s\u0131k\u0131\u015ft\u0131rman\u0131n aksine, orijinal dosyadan gerekli olmayan bilgileri atarak daha y\u00fcksek veri s\u0131k\u0131\u015ft\u0131rma oranlar\u0131 elde etmeyi ama\u00e7lar. S\u0131k\u0131\u015ft\u0131rma s\u0131ras\u0131nda baz\u0131 veriler kal\u0131c\u0131 olarak kayboldu\u011fundan bu i\u015flem geri d\u00f6nd\u00fcr\u00fclemez. Bu ilk ba\u015fta mant\u0131\u011fa ayk\u0131r\u0131 gibi g\u00f6r\u00fcnse de, tekni\u011fin \u00e7e\u015fitli ger\u00e7ek d\u00fcnya senaryolar\u0131nda olduk\u00e7a etkili oldu\u011fu kan\u0131tland\u0131.<\/p>\n<h2>Kay\u0131pl\u0131 S\u0131k\u0131\u015ft\u0131rma Nas\u0131l \u00c7al\u0131\u015f\u0131r?<\/h2>\n<p>Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rman\u0131n i\u00e7 yap\u0131s\u0131, kaynak dosyadaki gereksiz veya daha az alg\u0131lanabilir verileri tan\u0131mlama ve ortadan kald\u0131rma etraf\u0131nda d\u00f6ner. Bu, matematiksel d\u00f6n\u00fc\u015f\u00fcmleri, nicelemeyi ve veri yakla\u015f\u0131m tekniklerini kullanan karma\u015f\u0131k algoritmalar arac\u0131l\u0131\u011f\u0131yla elde edilir. G\u00f6r\u00fcnt\u00fc s\u0131k\u0131\u015ft\u0131rma gibi uygulamalarda algoritmalar, insan g\u00f6z\u00fcyle daha az g\u00f6r\u00fclebilen bilgilerin kald\u0131r\u0131lmas\u0131na \u00f6ncelik vererek alg\u0131lanan g\u00f6r\u00fcnt\u00fc kalitesi \u00fczerindeki etkiyi en aza indirir.<\/p>\n<h2>Kay\u0131pl\u0131 S\u0131k\u0131\u015ft\u0131rman\u0131n Temel \u00d6zellikleri<\/h2>\n<p>Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma, onu belirli kullan\u0131m durumlar\u0131 i\u00e7in uygun hale getiren \u00e7e\u015fitli temel \u00f6zellikler sunar:<\/p>\n<ol>\n<li>\n<p><strong>Y\u00fcksek S\u0131k\u0131\u015ft\u0131rma Oranlar\u0131:<\/strong> Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma, kay\u0131ps\u0131z tekniklerle kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda \u00f6nemli \u00f6l\u00e7\u00fcde daha y\u00fcksek s\u0131k\u0131\u015ft\u0131rma oranlar\u0131na ula\u015fabilir, bu da onu veri iletimi ve depolama i\u00e7in ideal k\u0131lar.<\/p>\n<\/li>\n<li>\n<p><strong>Kalite-Boyut Dengesi:<\/strong> Kullan\u0131c\u0131lar, dosya boyutunun k\u00fc\u00e7\u00fclt\u00fclmesi ile kabul edilebilir kalitenin korunmas\u0131 aras\u0131nda bir denge kurulmas\u0131na olanak tan\u0131yarak s\u0131k\u0131\u015ft\u0131rma d\u00fczeyini ayarlayabilir.<\/p>\n<\/li>\n<li>\n<p><strong>Multimedyaya Uygulanabilirlik:<\/strong> Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma, insan alg\u0131s\u0131n\u0131n do\u011fas\u0131 ve k\u00fc\u00e7\u00fck veri kayb\u0131na tolerans\u0131 nedeniyle g\u00f6r\u00fcnt\u00fcler, videolar ve ses gibi multimedya uygulamalar\u0131nda yayg\u0131n olarak kullan\u0131lmaktad\u0131r.<\/p>\n<\/li>\n<\/ol>\n<h2>Kay\u0131pl\u0131 S\u0131k\u0131\u015ft\u0131rma T\u00fcrleri<\/h2>\n<p>Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma teknikleri, i\u015flenen verinin t\u00fcr\u00fcne ba\u011fl\u0131 olarak de\u011fi\u015febilir. Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rman\u0131n baz\u0131 yayg\u0131n t\u00fcrleri \u015funlard\u0131r:<\/p>\n<table>\n<thead>\n<tr>\n<th>Tip<\/th>\n<th>Tan\u0131m<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>G\u00f6r\u00fcnt\u00fc S\u0131k\u0131\u015ft\u0131rma<\/td>\n<td>Kay\u0131pl\u0131 g\u00f6r\u00fcnt\u00fc s\u0131k\u0131\u015ft\u0131rma i\u00e7in yayg\u0131n olarak JPEG, WebP ve JPEG 2000 gibi teknikler kullan\u0131l\u0131r. Kabul edilebilir g\u00f6rsel kaliteyi korurken g\u00f6r\u00fcnt\u00fc boyutunu k\u00fc\u00e7\u00fcltmeye odaklan\u0131rlar.<\/td>\n<\/tr>\n<tr>\n<td>Video s\u0131k\u0131\u015ft\u0131rma<\/td>\n<td>H.264, H.265 (HEVC) ve VP9 gibi kay\u0131pl\u0131 video s\u0131k\u0131\u015ft\u0131rma formatlar\u0131, videolar\u0131 internet \u00fczerinden verimli bir \u015fekilde yay\u0131nlamak ve depolamay\u0131 optimize etmek i\u00e7in yayg\u0131n olarak kullan\u0131l\u0131r.<\/td>\n<\/tr>\n<tr>\n<td>Ses S\u0131k\u0131\u015ft\u0131rma<\/td>\n<td>MP3, AAC ve Ogg Vorbis gibi formatlar, tatmin edici bir ses kalitesi d\u00fczeyini korurken ses dosyalar\u0131n\u0131n boyutunu azaltmak i\u00e7in kay\u0131pl\u0131 ses s\u0131k\u0131\u015ft\u0131rmas\u0131n\u0131 kullan\u0131r.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Kay\u0131pl\u0131 S\u0131k\u0131\u015ft\u0131rman\u0131n Uygulamalar\u0131 ve Zorluklar\u0131<\/h2>\n<p>Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma, a\u015fa\u011f\u0131dakiler gibi \u00e7ok say\u0131da alanda uygulama bulur:<\/p>\n<ul>\n<li>\n<p><strong>Multimedya Ak\u0131\u015f\u0131:<\/strong> Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma, multimedya i\u00e7eri\u011finin internet \u00fczerinden sorunsuz ak\u0131\u015f\u0131na olanak tan\u0131yarak kusursuz bir kullan\u0131c\u0131 deneyimi sa\u011flar.<\/p>\n<\/li>\n<li>\n<p><strong>Veri aktar\u0131m\u0131:<\/strong> S\u0131k\u0131\u015ft\u0131r\u0131lm\u0131\u015f dosyalar daha az bant geni\u015fli\u011fi gerektirir, bu da kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rmay\u0131 a\u011flar \u00fczerinden verimli veri iletimi i\u00e7in gerekli k\u0131lar.<\/p>\n<\/li>\n<li>\n<p><strong>Depolama Optimizasyonu:<\/strong> Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma, depolama cihazlar\u0131n\u0131n daha b\u00fcy\u00fck miktarda veriyi bar\u0131nd\u0131rmas\u0131n\u0131 sa\u011flayarak depolama kapasitelerini en \u00fcst d\u00fczeye \u00e7\u0131kar\u0131r.<\/p>\n<\/li>\n<\/ul>\n<p>Ancak kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rman\u0131n kullan\u0131m\u0131 a\u015fa\u011f\u0131dakiler de dahil olmak \u00fczere baz\u0131 zorluklarla birlikte gelir:<\/p>\n<ul>\n<li>\n<p><strong>Kalite Bozulmas\u0131:<\/strong> A\u015f\u0131r\u0131 s\u0131k\u0131\u015ft\u0131rma, g\u00f6r\u00fcn\u00fcr kusurlara ve kalitenin d\u00fc\u015fmesine neden olabilir ve bu da s\u0131k\u0131\u015ft\u0131rma d\u00fczeylerinin dikkatli bir \u015fekilde kontrol edilmesini gerektirir.<\/p>\n<\/li>\n<li>\n<p><strong>Geri d\u00f6nd\u00fcr\u00fclemezlik:<\/strong> S\u0131k\u0131\u015ft\u0131rma s\u0131ras\u0131nda veriler at\u0131ld\u0131\u011f\u0131nda tamamen kurtar\u0131lamaz, bu da kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rmay\u0131 kritik verilerin ar\u015fivlenmesi gibi belirli uygulamalar i\u00e7in uygunsuz hale getirir.<\/p>\n<\/li>\n<\/ul>\n<p>Bu zorluklar\u0131n \u00fcstesinden gelmek i\u00e7in ara\u015ft\u0131rmac\u0131lar s\u00fcrekli olarak yenilik\u00e7i algoritmalar\u0131 ve kodlama tekniklerini ara\u015ft\u0131r\u0131yor.<\/p>\n<h2>Ana \u00d6zellikler ve Kar\u015f\u0131la\u015ft\u0131rmalar<\/h2>\n<table>\n<thead>\n<tr>\n<th>Terim<\/th>\n<th>Kay\u0131pl\u0131 S\u0131k\u0131\u015ft\u0131rma<\/th>\n<th>Kay\u0131ps\u0131z S\u0131k\u0131\u015ft\u0131rma<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>S\u0131k\u0131\u015ft\u0131rma oran\u0131<\/td>\n<td>Daha y\u00fcksek s\u0131k\u0131\u015ft\u0131rma oranlar\u0131na ula\u015f\u0131labilir.<\/td>\n<td>Kay\u0131pl\u0131 ile kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda daha d\u00fc\u015f\u00fck s\u0131k\u0131\u015ft\u0131rma oranlar\u0131.<\/td>\n<\/tr>\n<tr>\n<td>Veri kurtarma<\/td>\n<td>Geri d\u00f6n\u00fc\u015f\u00fc olmayan s\u00fcre\u00e7; baz\u0131 veriler kayboldu.<\/td>\n<td>Tamamen geri d\u00f6n\u00fc\u015f\u00fcml\u00fc s\u00fcre\u00e7; veri kayb\u0131 yok.<\/td>\n<\/tr>\n<tr>\n<td>Uygulamalar<\/td>\n<td>Multimedya verileri, ak\u0131\u015f ve iletim.<\/td>\n<td>Ar\u015fivleme, kritik veri depolama ve \u015fifreleme.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Kay\u0131pl\u0131 S\u0131k\u0131\u015ft\u0131rman\u0131n Gelecek Perspektifleri<\/h2>\n<p>Teknoloji ilerledik\u00e7e, kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rman\u0131n \u00e7e\u015fitli alanlarda daha verimli veri i\u015flemeyi sa\u011flamada \u00f6nemli bir rol oynamas\u0131 bekleniyor. Alg\u0131lanabilir kalite kayb\u0131n\u0131 en aza indirirken daha y\u00fcksek s\u0131k\u0131\u015ft\u0131rma oranlar\u0131 sa\u011flayan yeni algoritmalar ve yakla\u015f\u0131mlar\u0131n ortaya \u00e7\u0131kmas\u0131 muhtemeldir. Sanal ger\u00e7eklik (VR) ve art\u0131r\u0131lm\u0131\u015f ger\u00e7eklik (AR) gibi yeni geli\u015fen teknolojilerin y\u00fckseli\u015fiyle birlikte kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma, s\u00fcr\u00fckleyici multimedya deneyimleri sunmada etkili olmaya devam edecek.<\/p>\n<h2>Proxy Sunucular\u0131 ve Kay\u0131pl\u0131 S\u0131k\u0131\u015ft\u0131rma<\/h2>\n<p>OneProxy taraf\u0131ndan sa\u011flananlar gibi proxy sunucular\u0131, kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rmadan \u00f6nemli \u00f6l\u00e7\u00fcde yararlanabilir. Kullan\u0131c\u0131lar proxy sunuculara ba\u011fland\u0131\u011f\u0131nda istekleri bu arac\u0131lar \u00fczerinden ge\u00e7erek a\u011f bant geni\u015fli\u011fini t\u00fcketir. Proxy sunucusunun ucuna kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma uygulanarak, sunucu ile istemciler aras\u0131nda iletilen verilerin boyutu verimli bir \u015fekilde azalt\u0131labilir, bu da veri aktar\u0131m h\u0131zlar\u0131n\u0131n artmas\u0131na ve bant geni\u015fli\u011fi t\u00fcketiminin azalmas\u0131na yol a\u00e7ar.<\/p>\n<p>Ayr\u0131ca, proxy sunucular, kullan\u0131c\u0131lara iletilmeden \u00f6nce resimlere, videolara ve di\u011fer multimedya \u00f6\u011felerine kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma uygulayarak multimedya i\u00e7erik da\u011f\u0131t\u0131m\u0131n\u0131 optimize edebilir. Bu yakla\u015f\u0131m, web sitelerinin y\u00fcklenme s\u00fcrelerinin azalt\u0131lmas\u0131na yard\u0131mc\u0131 olur ve son kullan\u0131c\u0131lar i\u00e7in genel tarama deneyimini geli\u015ftirir.<\/p>\n<h2>\u0130lgili Ba\u011flant\u0131lar<\/h2>\n<p>Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma hakk\u0131nda daha fazla bilgi i\u00e7in a\u015fa\u011f\u0131daki kaynaklar\u0131 incelemeyi d\u00fc\u015f\u00fcn\u00fcn:<\/p>\n<ul>\n<li><a href=\"https:\/\/www.data-compression.com\/\" target=\"_new\" rel=\"noopener nofollow\">Veri S\u0131k\u0131\u015ft\u0131rman\u0131n A\u00e7\u0131klamas\u0131<\/a><\/li>\n<li><a href=\"https:\/\/www.nyu.edu\/projects\/ratner\/intro.html\" target=\"_new\" rel=\"noopener nofollow\">Kay\u0131pl\u0131 S\u0131k\u0131\u015ft\u0131rmaya Giri\u015f<\/a><\/li>\n<li><a href=\"https:\/\/www.jpeg.org\/jpeg\/\" target=\"_new\" rel=\"noopener nofollow\">G\u00f6r\u00fcnt\u00fc S\u0131k\u0131\u015ft\u0131rma: JPEG<\/a><\/li>\n<li><a href=\"https:\/\/www.itu.int\/rec\/T-REC-H.264\" target=\"_new\" rel=\"noopener nofollow\">Video S\u0131k\u0131\u015ft\u0131rma: H.264<\/a><\/li>\n<li><a href=\"https:\/\/www.mp3-tech.org\/\" target=\"_new\" rel=\"noopener nofollow\">Ses S\u0131k\u0131\u015ft\u0131rma: MP3<\/a><\/li>\n<\/ul>\n<p>Sonu\u00e7 olarak kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma, \u00e7ok \u00e7e\u015fitli dijital alanlarda uygulama bulan g\u00fc\u00e7l\u00fc bir veri i\u015fleme tekni\u011fidir. Dosya boyutunun k\u00fc\u00e7\u00fclt\u00fclmesi ile kabul edilebilir kalite aras\u0131nda bir denge kurma yetene\u011fi, onu modern veri iletimi, multimedya ak\u0131\u015f\u0131 ve depolama optimizasyonu i\u00e7in vazge\u00e7ilmez k\u0131lmaktad\u0131r. Teknoloji ilerlemeye devam ettik\u00e7e, kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rman\u0131n gelece\u011fi, \u00e7e\u015fitli dijital platformlarda daha verimli veri i\u015fleme ve da\u011f\u0131t\u0131m\u0131n\u0131 sa\u011flayarak \u00fcmit verici olanaklara sahiptir. Kay\u0131pl\u0131 s\u0131k\u0131\u015ft\u0131rma, proxy sunucularla birle\u015ftirildi\u011finde geli\u015fmi\u015f tarama deneyimlerine ve optimize edilmi\u015f i\u00e7erik sunumuna katk\u0131da bulunabilir.<\/p>","protected":false},"featured_media":468814,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477895","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Lossy Compression: Preserving Efficiency in Data Transmission<\/mark>","faq_items":[{"question":"What is Lossy Compression?","answer":"<p>Lossy Compression is a data processing technique that reduces the size of files while sacrificing some non-essential information from the original data. It is widely used in various digital applications like multimedia streaming, data transmission, and storage optimization to achieve higher compression ratios.<\/p>"},{"question":"How does Lossy Compression work?","answer":"<p>Lossy Compression works by employing sophisticated algorithms that identify and discard less perceptible or redundant data from the source file. The process is irreversible, meaning some data is permanently lost during compression. However, this technique ensures efficient data handling and transmission.<\/p>"},{"question":"What are the key features of Lossy Compression?","answer":"<p>Lossy Compression offers several key features, including high compression ratios, a quality-size tradeoff, and applicability to multimedia data. It allows users to adjust compression levels to strike a balance between file size reduction and maintaining acceptable quality.<\/p>"},{"question":"What types of Lossy Compression exist?","answer":"<p>There are several types of Lossy Compression depending on the type of data being processed:<\/p><ul><li>Image Compression: Utilizing formats like JPEG, WebP, and JPEG 2000 to reduce image size while preserving visual quality.<\/li><li>Video Compression: Implementing formats like H.264, H.265 (HEVC), and VP9 for efficient video streaming and storage.<\/li><li>Audio Compression: Using formats like MP3, AAC, and Ogg Vorbis for compressing audio files without significant quality loss.<\/li><\/ul>"},{"question":"What are the applications and challenges of Lossy Compression?","answer":"<p>Lossy Compression finds applications in multimedia streaming, data transmission, and storage optimization. It allows smooth content delivery and maximizes storage capacities. However, it comes with challenges like quality degradation and irreversibility, which require careful control and consideration.<\/p>"},{"question":"How does Lossy Compression compare to Lossless Compression?","answer":"<p>Lossy Compression achieves higher compression ratios compared to Lossless Compression, but it is an irreversible process that results in some data loss. Lossless Compression, on the other hand, preserves data entirely but with lower compression ratios.<\/p>"},{"question":"What are the future prospects of Lossy Compression?","answer":"<p>As technology advances, Lossy Compression is expected to play a crucial role in enabling more efficient data handling and delivering immersive multimedia experiences. Researchers are likely to develop innovative algorithms for higher compression ratios and reduced perceptible quality loss.<\/p>"},{"question":"How can proxy servers benefit from Lossy Compression?","answer":"<p>Proxy servers, like OneProxy, can benefit from Lossy Compression by reducing data transmitted between the server and clients, leading to improved data transfer speeds and reduced bandwidth consumption. Additionally, applying Lossy Compression to multimedia elements optimizes content delivery and enhances browsing experiences.<\/p>"},{"question":"Where can I find more information about Lossy Compression?","answer":"<p>For further information about Lossy Compression, you can explore the following resources:<\/p><ul><li>Data Compression Explained (URL: <a href=\"https:\/\/www.data-compression.com\/\" target=\"_new\">https:\/\/www.data-compression.com\/<\/a>)<\/li><li>Introduction to Lossy Compression (URL: <a href=\"https:\/\/www.nyu.edu\/projects\/ratner\/intro.html\" target=\"_new\">https:\/\/www.nyu.edu\/projects\/ratner\/intro.html<\/a>)<\/li><li>Image Compression: JPEG (URL: <a href=\"https:\/\/www.jpeg.org\/jpeg\/\" target=\"_new\">https:\/\/www.jpeg.org\/jpeg\/<\/a>)<\/li><li>Video Compression: H.264 (URL: <a href=\"https:\/\/www.itu.int\/rec\/T-REC-H.264\" target=\"_new\">https:\/\/www.itu.int\/rec\/T-REC-H.264<\/a>)<\/li><li>Audio Compression: MP3 (URL: <a href=\"https:\/\/www.mp3-tech.org\/\" target=\"_new\">https:\/\/www.mp3-tech.org\/<\/a>)<\/li><\/ul>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/wiki\/477895","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/wiki\/477895\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/media\/468814"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/media?parent=477895"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}