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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–225 of 1008 papers

TitleStatusHype
Deep Convolutional AutoEncoder-based Lossy Image CompressionCode0
Neural Image Compression via Non-Local Attention Optimization and Improved Context ModelingCode0
DeepCompress: Efficient Point Cloud Geometry CompressionCode0
MERCURY: A fast and versatile multi-resolution based global emulator of compound climate hazardsCode0
Low-Rank Adaptation of Pre-trained Vision Backbones for Energy-Efficient Image Coding for MachineCode0
Observer Dependent Lossy Image CompressionCode0
LVPNet: A Latent-variable-based Prediction-driven End-to-end Framework for Lossless Compression of Medical ImagesCode0
Localization of Just Noticeable Difference for Image CompressionCode0
Autoencoded Image Compression for Secure and Fast TransmissionCode0
LimitNet: Progressive, Content-Aware Image Offloading for Extremely Weak Devices & NetworksCode0
Learning to compress and search visual data in large-scale systemsCode0
Learning-Based Image Compression for MachinesCode0
Learning-Based Practical Light Field Image Compression Using A Disparity-Aware ModelCode0
Learned Lossless Image Compression Through Interpolation With Low ComplexityCode0
Learned Image Compression and Restoration for Digital PathologyCode0
Learned Image Compression with Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual ModulesCode0
Learning Content-Weighted Deep Image CompressionCode0
JPEG Inspired Deep LearningCode0
Exploring Distortion Prior with Latent Diffusion Models for Remote Sensing Image CompressionCode0
Context-adaptive neural network based prediction for image compressionCode0
Make Lossy Compression Meaningful for Low-Light ImagesCode0
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image CompressionCode0
Learned Focused Plenoptic Image Compression with Microimage Preprocessing and Global AttentionCode0
Learning Convolutional Networks for Content-weighted Image CompressionCode0
Optimal Matrix-Mimetic Tensor Algebras via Variable ProjectionCode0
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All datasetskodakImageNet32BSDS500Caltech101Cars-196CIFAR-10FER2013Food-101Oxford-IIIT Pet DatasetPCamSTL-10

Benchmark Results

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