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 51–75 of 1008 papers

TitleStatusHype
Expanded Adaptive Scaling Normalization for End to End Image CompressionCode1
Context-Based Trit-Plane Coding for Progressive Image CompressionCode1
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression ModelCode1
Convolutional Neural Network (CNN) to reduce construction loss in JPEG compression caused by Discrete Fourier Transform (DFT)Code1
Fidelity-Controllable Extreme Image Compression with Generative Adversarial NetworksCode1
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image CompressionCode1
Frequency-Aware Transformer for Learned Image CompressionCode1
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image RestorationCode1
Deep Image Compression using Decoder Side InformationCode1
Generating Images with Sparse RepresentationsCode1
Deep Image Semantic Communication Model for Artificial Intelligent Internet of ThingsCode1
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic SegmentationCode1
ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive CodingCode1
Efficient Nonlinear Transforms for Lossy Image CompressionCode1
Boosting Neural Image Compression for Machines Using Latent Space MaskingCode1
Efficient Visual Computing with Camera RAW SnapshotsCode1
End-to-end Optimized Image CompressionCode1
Bidirectional Stereo Image Compression with Cross-Dimensional Entropy ModelCode1
Distributed Deep Joint Source-Channel Coding over a Multiple Access ChannelCode1
ANFIC: Image Compression Using Augmented Normalizing FlowsCode1
An Improved Upper Bound on the Rate-Distortion Function of ImagesCode1
3DM-WeConvene: Learned Image Compression with 3D Multi-Level Wavelet-Domain Convolution and Entropy ModelCode1
Channel-Level Variable Quantization Network for Deep Image CompressionCode1
ECSIC: Epipolar Cross Attention for Stereo Image CompressionCode1
Beyond Learned Metadata-based Raw Image ReconstructionCode1
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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