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 151–175 of 1008 papers

TitleStatusHype
CMC-Bench: Towards a New Paradigm of Visual Signal CompressionCode1
Generating Images with Sparse RepresentationsCode1
Deep Homography for Efficient Stereo Image CompressionCode1
COIN: COmpression with Implicit Neural representationsCode1
Boosting Neural Image Compression for Machines Using Latent Space MaskingCode1
High-Fidelity Variable-Rate Image Compression via Invertible Activation TransformationCode1
Hypernetworks build Implicit Neural Representations of SoundsCode1
Idempotence and Perceptual Image CompressionCode1
Adaptive Cross-Layer Attention for Image RestorationCode1
Convolutional Neural Network (CNN) to reduce construction loss in JPEG compression caused by Discrete Fourier Transform (DFT)Code1
Deep Image Compression using Decoder Side InformationCode1
Interpolation variable rate image compressionCode1
Joint Autoregressive and Hierarchical Priors for Learned Image CompressionCode1
Joint Global and Local Hierarchical Priors for Learned Image CompressionCode1
Distributed Deep Joint Source-Channel Coding over a Multiple Access ChannelCode1
CompressAI: a PyTorch library and evaluation platform for end-to-end compression researchCode1
FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering DeepfakesCode1
Learned Lossless Image Compression based on Bit Plane SlicingCode1
Learning Better Lossless Compression Using Lossy CompressionCode1
Learning End-to-End Lossy Image Compression: A BenchmarkCode1
Learning to Structure an Image with Few ColorsCode1
LMM-driven Semantic Image-Text Coding for Ultra Low-bitrate Learned Image CompressionCode1
Compressing Images by Encoding Their Latent Representations with Relative Entropy CodingCode1
Implicit Neural Image Field for Biological Microscopy Image CompressionCode1
Neural Sparse Representation for Image RestorationCode1
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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