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 901–925 of 1008 papers

TitleStatusHype
Learned Image Compression and Restoration for Digital PathologyCode0
BlockCNN: A Deep Network for Artifact Removal and Image CompressionCode0
Learned Focused Plenoptic Image Compression with Microimage Preprocessing and Global AttentionCode0
Semantic Perceptual Image Compression using Deep Convolution NetworksCode0
PrivEdge: From Local to Distributed Private Training and PredictionCode0
MERCURY: A fast and versatile multi-resolution based global emulator of compound climate hazardsCode0
Exploring Distortion Prior with Latent Diffusion Models for Remote Sensing Image CompressionCode0
JPEG Inspired Deep LearningCode0
Bitstream Collisions in Neural Image Compression via Adversarial PerturbationsCode0
FCNR: Fast Compressive Neural Representation of Visualization ImagesCode0
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image CompressionCode0
CompaCT: Fractal-Based Heuristic Pixel Segmentation for Lossless Compression of High-Color DICOM Medical ImagesCode0
Semantics-Guided Generative Image CompressionCode0
BINet: a binary inpainting network for deep patch-based image compressionCode0
A Fast Quantum Image Compression Algorithm based on Taylor ExpansionCode0
Deep Learning-Based Image Compression for Wireless Communications: Impacts on Reliability,Throughput, and LatencyCode0
Universal Rate-Distortion-Perception Representations for Lossy CompressionCode0
ProxIQA: A Proxy Approach to Perceptual Optimization of Learned Image CompressionCode0
Exploring Resolution Fields for Scalable Image Compression with Uncertainty GuidanceCode0
Towards Exploring Fairness in Visual Transformer based Natural and GAN Image Detection SystemsCode0
Deep learning based Image Compression for Microscopy Images: An Empirical StudyCode0
QMRNet: Quality Metric Regression for EO Image Quality Assessment and Super-ResolutionCode0
Deep Image Compression via End-to-End LearningCode0
Analysis of the Effect of Low-Overhead Lossy Image Compression on the Performance of Visual Crowd Counting for Smart City ApplicationsCode0
Exploiting Inter-Image Similarity Prior for Low-Bitrate Remote Sensing Image CompressionCode0
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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