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Everything about Image compression
Reduction of image size to save storage and transmission costs
Image compression is a type of data compression applied to digital images, to reduce their cost for storage or transmission. Algorithms may take advantage of visual perception and the statistical properties of image data to provide superior results compared with generic data compression methods which are used for other digital data. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Image compressionA 5-minute orientation
- Skim a recent paper: A Comprehensive Survey of Image Augmentation Techniques for Deep LearningInfluential work since 2022
- Pick up a classic book: Image and video compression for multimedia engineeringThe most-reprinted book on the subject
- Read the landmark paper: FRACTAL IMAGE COMPRESSIONCited 68 times
- Go sideways: Data compressionA closely related topic
- Go sideways: Lossy compressionA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
FRACTAL IMAGE COMPRESSION
Multilayered image representation: application to image compression
Image compression technique
Residual image coding for stereo image compression
Image‐Based Surface Compression
Image Compression: A Survey
Secure image deduplication through image compression
On sensor image compression
🆕 Influential since 2022
📚 Books worth reading
Image and video compression for multimedia engineeringYun Q. Shi, Huifang Sun · 1999
Sparse image and signal processingJean-Luc Starck, Fionn Murtagh · 2010
Compression for multimediaIrina Bocharova · 2009- 📕Compressed Sensing for EngineersAngshul Majumdar · 2018
JPEG2000 standard for image compressionTinku Acharya, Ping-Sing Tsai · 2004
Optical and digital image processingGabriel Cristóbal, Peter Schelkens · 2008
Versatile Video CodingKamisetty Ramamohan Rao, Humberto Ochoa Dominguez · 2019
Image and video compressionMadhuri A. Joshi · 2014
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Data compression In information theory, data compression, source coding, or bit-rate reduction is the process of encoding information using fewer bits than the original…
- Lossy compression In information technology, lossy compression, or irreversible compression, is the class of data compression methods that uses inexact approximations and…
- Transform coding Transform coding is a type of data compression for "natural" data like audio signals or photographic images. The transformation is typically lossless (perfectly…
- Discrete cosine transform A discrete cosine transform (DCT) expresses a finite sequence of data points in terms of a sum of cosine functions oscillating at different frequencies…
- Video coding format A video coding format (or sometimes video compression format) is an encoded format of digital video content, such as in a data file or bitstream. It typically…
- JPEG XT JPEG XT (ISO/IEC 18477) is an image compression standard which specifies backward-compatible extensions of the base JPEG standard (ISO/IEC 10918-1 and…
- Nasir Ahmed (engineer) Nasir Ahmed (born 1940) is an American electrical engineer and computer scientist. He is Professor Emeritus of Electrical and Computer Engineering at University…
- Compression artifact In computing, a compression artifact (or artefact) is a noticeable distortion of digital media (including images, audio and video) caused by the application…