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

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Showing 126–150 of 1008 papers

TitleStatusHype
S2LIC: Learned Image Compression with the SwinV2 Block, Adaptive Channel-wise and Global-inter Attention ContextCode1
Joint Global and Local Hierarchical Priors for Learned Image CompressionCode1
CompressAI: a PyTorch library and evaluation platform for end-to-end compression researchCode1
Improving Inference for Neural Image CompressionCode1
3D-LMVIC: Learning-based Multi-View Image Coding with 3D Gaussian Geometric PriorsCode1
Interpolation variable rate image compressionCode1
COSMIC: Compress Satellite Images Efficiently via Diffusion CompensationCode1
COIN: COmpression with Implicit Neural representationsCode1
Implicit Neural Image Field for Biological Microscopy Image CompressionCode1
RDEIC: Accelerating Diffusion-Based Extreme Image Compression with Relay Residual DiffusionCode1
Context-adaptive Entropy Model for End-to-end Optimized Image CompressionCode1
ANFIC: Image Compression Using Augmented Normalizing FlowsCode1
CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image CompressionCode1
Context-Based Trit-Plane Coding for Progressive Image CompressionCode1
Convolutional Neural Network (CNN) to reduce construction loss in JPEG compression caused by Discrete Fourier Transform (DFT)Code1
Boosting Neural Image Compression for Machines Using Latent Space MaskingCode1
Adaptive Cross-Layer Attention for Image RestorationCode1
Channel-Level Variable Quantization Network for Deep Image CompressionCode1
Channel-wise Autoregressive Entropy Models for Learned Image CompressionCode1
3DM-WeConvene: Learned Image Compression with 3D Multi-Level Wavelet-Domain Convolution and Entropy ModelCode1
Checkerboard Context Model for Efficient Learned Image CompressionCode1
DiffO: Single-step Diffusion for Image Compression at Ultra-Low BitratesCode1
CMC-Bench: Towards a New Paradigm of Visual Signal CompressionCode1
Deep Homography for Efficient Stereo Image CompressionCode1
Learned Image Compression with Discretized Gaussian Mixture Likelihoods and Attention ModulesCode1
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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