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 176–200 of 1008 papers

TitleStatusHype
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image RestorationCode1
Full Resolution Image Compression with Recurrent Neural NetworksCode1
Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual FidelityCode1
AIM 2024 Challenge on UHD Blind Photo Quality AssessmentCode1
Generating Images with Sparse RepresentationsCode1
Asymmetric Gained Deep Image Compression With Continuous Rate AdaptationCode1
QARV: Quantization-Aware ResNet VAE for Lossy Image CompressionCode1
Towards Lossless Implicit Neural Representation via Bit Plane DecompositionCode1
High-Fidelity Generative Image CompressionCode1
An End-to-End Compression Framework Based on Convolutional Neural NetworksCode0
BlockCNN: A Deep Network for Artifact Removal and Image CompressionCode0
Low-Rank Adaptation of Pre-trained Vision Backbones for Energy-Efficient Image Coding for MachineCode0
Bitstream Collisions in Neural Image Compression via Adversarial PerturbationsCode0
Observer Dependent Lossy Image CompressionCode0
LVPNet: A Latent-variable-based Prediction-driven End-to-end Framework for Lossless Compression of Medical ImagesCode0
An efficient deep convolutional laplacian pyramid architecture for CS reconstruction at low sampling ratiosCode0
BINet: a binary inpainting network for deep patch-based image compressionCode0
LimitNet: Progressive, Content-Aware Image Offloading for Extremely Weak Devices & NetworksCode0
AdaNIC: Towards Practical Neural Image Compression via Dynamic Transform RoutingCode0
Analysis of the Effect of Low-Overhead Lossy Image Compression on the Performance of Visual Crowd Counting for Smart City ApplicationsCode0
Learning to compress and search visual data in large-scale systemsCode0
Balanced Rate-Distortion Optimization in Learned Image CompressionCode0
ABC: Adaptive BayesNet Structure Learning for Computational Scalable Multi-task Image CompressionCode0
Localization of Just Noticeable Difference for Image CompressionCode0
Learning-Based Image Compression for MachinesCode0
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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