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JPEG XL is a practical approach focused on scalable web distribution and efficient compression of high-quality images. It provides various benefits compared to existing image formats: 60% size reduction at equivalent subjective quality;…

JPEG XL is a new image coding system offering state-of-the-art compression performance, lossless JPEG recompression, and advanced features. It aims to replace JPEG, PNG, GIF, and other formats with a single universal codec. This article…

JPEG is one of the most widely used image formats, but in some ways remains surprisingly unoptimized, perhaps because some natural optimizations would go outside the standard that defines JPEG. We show how to improve JPEG compression in a…

Multimedia · Computer Science 2017-09-05 Max Hopkins , Michael Mitzenmacher , Sebastian Wagner-Carena

JPEG remains one of the most widespread lossy image coding methods. However, the non-differentiable nature of JPEG restricts the application in deep learning pipelines. Several differentiable approximations of JPEG have recently been…

Computer Vision and Pattern Recognition · Computer Science 2024-04-22 Christoph Reich , Biplob Debnath , Deep Patel , Srimat Chakradhar

Most current research in the domain of image compression focuses solely on achieving state of the art compression ratio, but that is not always usable in today's workflow due to the constraints on computing resources. Constant market…

Image and Video Processing · Electrical Eng. & Systems 2021-01-07 Benoit Brummer , Christophe De Vleeschouwer

This paper has been removed by arXiv administrators because it plagiarizes gr-qc/0203084, gr-qc/0607138, gr-qc/0011087, gr-qc/0102070, gr-qc/0607138, gr-qc/0109017, gr-qc/0212018, and gr-qc/9409039.

General Relativity and Quantum Cosmology · Physics 2019-10-21 Murat Korunur , Mustafa Salti , Oktay Aydogdu

Transformations for enhancing sparsity in the approximation of color images by 2D atomic decomposition are discussed. The sparsity is firstly considered with respect to the most significant coefficients in the wavelet decomposition of the…

Image and Video Processing · Electrical Eng. & Systems 2021-05-17 Laura Rebollo-Neira , Aurelien Inacio

This version has been removed by arXiv administrators, as we were obligated to do, due to claimed copyright infringement by a third party

Databases · Computer Science 2025-06-30 Bruno Rucy Carneiro Alves de Lima , Merlin Kramer , Kalmer Apinis

This submission has been withdrawn by arXiv administrators because it contains excessive and unattributed reuse of content from other authors.

Computer Vision and Pattern Recognition · Computer Science 2016-10-24 Isha Tyagi , Ashish Nautiyal , Vishwanath Bijalwan , Meenu Balodhi

This article has been removed by arXiv administrators due to falsified authorship.

Applications · Statistics 2019-03-05 V. Tadayon

This paper first reviews the reversible data hiding scheme, of Liu et al. in 2018, for JPEG images. After that, a novel reversible data hiding scheme, in which modification directions of partial nonzero quantized alternating current (AC)…

Multimedia · Computer Science 2018-05-29 Yi Chen , Hongxia Wang

This paper has been temporarily withdrawn by the authors.

Quantum Physics · Physics 2007-05-23 S. E. Venegas-Andraca , S. Bose

Withdrawn by arXiv administration. This article was plagiarised directly from http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=5061961 , which appeared in the conference INFOCOM 2009.

Networking and Internet Architecture · Computer Science 2010-02-04 G. Mohammed Nazer , A. Arul Lawrence Selvakumar

Image denoising is a representative image restoration task in computer vision. Recent progress of image denoising from only noisy images has attracted much attention. Deep image prior (DIP) demonstrated successful image denoising from only…

Image and Video Processing · Electrical Eng. & Systems 2023-10-03 Tsukasa Takagi , Shinya Ishizaki , Shin-ichi Maeda

This paper has been withdrawn by the author due to an extended and largely modified version of the paper was published in arXiv (see arXiv:0807.3694, Disjoint minimal graphs).

Differential Geometry · Mathematics 2009-08-20 Vladimir G. Tkachev

Computer vision tasks are often expected to be executed on compressed images. Classical image compression standards like JPEG 2000 are widely used. However, they do not account for the specific end-task at hand. Motivated by works on…

Image and Video Processing · Electrical Eng. & Systems 2021-07-27 Alex Golts , Yoav Y. Schechner

Quality Scalability is one of the important features of interactive imaging to obtain better perceptual quality at a specified target bit rate. In JPEG 2000, it is achieved using quality layers obtained by Rate-Distortion (R-D) optimization…

Image and Video Processing · Electrical Eng. & Systems 2021-04-06 Naveen Cheggoju , Vishal R. Satpute

Adversarial examples are known to have a negative effect on the performance of classifiers which have otherwise good performance on undisturbed images. These examples are generated by adding non-random noise to the testing samples in order…

Computer Vision and Pattern Recognition · Computer Science 2018-04-03 Ayse Elvan Aydemir , Alptekin Temizel , Tugba Taskaya Temizel

This work proposes to augment the lifting steps of the conventional wavelet transform with additional neural network assisted lifting steps. These additional steps reduce residual redundancy (notably aliasing information) amongst the…

Computer Vision and Pattern Recognition · Computer Science 2024-10-27 Xinyue Li , Aous Naman , David Taubman

A two-layer lossless image coding method compatible with JPEG XS is proposed. JPEG XS is a new international standard for still image coding that has the characteristics of very low latency and very low complexity. However, it does not…

Multimedia · Computer Science 2020-08-12 Hiroyuki Kobayashi , Hitoshi Kiya
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