SOTAVerified

Image Compression

Image Compression is an application of data compression for digital images to lower their storage and/or transmission requirements.

Source: Variable Rate Deep Image Compression With a Conditional Autoencoder

Papers

Showing 326350 of 1008 papers

TitleStatusHype
Understanding the Vulnerability of CLIP to Image CompressionCode0
Progressive Learning with Visual Prompt Tuning for Variable-Rate Image Compression0
Cattle Identification Using Muzzle Images and Deep Learning TechniquesCode0
Neural-based Compression Scheme for Solar Image Data0
Deep Image Semantic Communication Model for Artificial Intelligent Internet of ThingsCode1
Deep learning based Image Compression for Microscopy Images: An Empirical StudyCode0
VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic DataCode1
A Principled Hierarchical Deep Learning Approach to Joint Image Compression and Classification0
NIF: A Fast Implicit Image Compression with Bottleneck Layers and Modulated Sinusoidal ActivationsCode0
Frequency-Aware Transformer for Learned Image CompressionCode1
Diagnosis-oriented Medical Image Compression with Efficient Transfer Learning0
Towards Exploring Fairness in Visual Transformer based Natural and GAN Image Detection SystemsCode0
Matrix Compression via Randomized Low Rank and Low Precision FactorizationCode1
Image Compression using only Attention based Neural Networks0
Towards image compression with perfect realism at ultra-low bitratesCode1
Distribution prediction for image compression: An experimental re-compressor for JPEG images0
Frequency-Aware Re-Parameterization for Over-Fitting Based Image Compression0
Intelligent DRL-Based Adaptive Region of Interest for Delay-sensitive Telemedicine Applications0
Image Compression and Decompression Framework Based on Latent Diffusion Model for Breast MammographyCode0
CPIPS: Learning to Preserve Perceptual Distances in End-to-End Image Compression0
On Uniform Scalar Quantization for Learned Image Compression0
Maximal Volume Matrix Cross Approximation for Image Compression and Least Squares Solution0
Linear Progressive Coding for Semantic Communication using Deep Neural Networks0
Advancing The Rate-Distortion-Computation Frontier For Neural Image Compression0
Connecting Image Inpainting with Denoising in the Homogeneous Diffusion Setting0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1STFBD-Rate over VTM-17.0-2.48Unverified
2WACNNBD-Rate over VTM-17.0-2.95Unverified
3ELICBD-Rate over VTM-17.0-5.95Unverified
4MLICBD-Rate over VTM-17.0-8.05Unverified
5SegPICBD-Rate over VTM-17.0-8.18Unverified
6LIC-TCM LargeBD-Rate over VTM-17.0-10.14Unverified
7MLIC+BD-Rate over VTM-17.0-11.39Unverified
8MLIC++BD-Rate over VTM-17.0-13.39Unverified
#ModelMetricClaimedVerifiedStatus
1PNGbpsp6.42Unverified
2JPEG2000bpsp6.35Unverified
3L3Cbpsp4.76Unverified
4MS-PixelCNNbpsp3.95Unverified
5iFlowbpsp3.88Unverified
#ModelMetricClaimedVerifiedStatus
1RK-CCSNetAverage PSNR30.51Unverified
#ModelMetricClaimedVerifiedStatus
1Lossyless CompressorBit rate1,340Unverified
#ModelMetricClaimedVerifiedStatus
1Lossyless CompressorBit rate1,470Unverified
#ModelMetricClaimedVerifiedStatus
1Lossyless CompressorBit rate1,410Unverified
#ModelMetricClaimedVerifiedStatus
1SUDHEER10%1Unverified
#ModelMetricClaimedVerifiedStatus
1Lossyless CompressorBit rate1,270Unverified
#ModelMetricClaimedVerifiedStatus
1Lossyless CompressorBit rate1,210Unverified
#ModelMetricClaimedVerifiedStatus
1Lossyless CompressorBit rate1,490Unverified
#ModelMetricClaimedVerifiedStatus
1Lossyless CompressorBit rate1,340Unverified