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
End-to-end Optimized Image CompressionCode1
Enhanced Invertible Encoding for Learned Image CompressionCode1
Deep Homography for Efficient Stereo Image CompressionCode1
Deep Image Semantic Communication Model for Artificial Intelligent Internet of ThingsCode1
Fidelity-Controllable Extreme Image Compression with Generative Adversarial NetworksCode1
Fitted Neural Lossless Image CompressionCode1
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature CompressionCode1
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge ComputingCode1
Full Resolution Image Compression with Recurrent Neural NetworksCode1
COSMIC: Compress Satellite Images Efficiently via Diffusion CompensationCode1
Asymmetric Gained Deep Image Compression With Continuous Rate AdaptationCode1
CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI FeedbackCode1
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image CompressionCode1
Dynamic Low-Rank Instance Adaptation for Universal Neural Image CompressionCode1
Context-Based Trit-Plane Coding for Progressive Image CompressionCode1
Context-adaptive Entropy Model for End-to-end Optimized Image CompressionCode1
Compressing Images by Encoding Their Latent Representations with Relative Entropy CodingCode1
3DM-WeConvene: Learned Image Compression with 3D Multi-Level Wavelet-Domain Convolution and Entropy ModelCode1
An Improved Upper Bound on the Rate-Distortion Function of ImagesCode1
CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image CompressionCode1
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression ModelCode1
Channel-wise Autoregressive Entropy Models for Learned Image CompressionCode1
CompressAI: a PyTorch library and evaluation platform for end-to-end compression researchCode1
Channel-Level Variable Quantization Network for Deep Image CompressionCode1
Checkerboard Context Model for Efficient Learned Image CompressionCode1
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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