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 26–50 of 1008 papers

TitleStatusHype
Dynamic Low-Rank Instance Adaptation for Universal Neural Image CompressionCode1
Efficient Visual Computing with Camera RAW SnapshotsCode1
DPICT: Deep Progressive Image Compression Using Trit-PlanesCode1
ECSIC: Epipolar Cross Attention for Stereo Image CompressionCode1
CMC-Bench: Towards a New Paradigm of Visual Signal CompressionCode1
Checkerboard Context Model for Efficient 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
Comparison of Image Quality Models for Optimization of Image Processing SystemsCode1
Channel-wise Autoregressive Entropy Models for Learned Image CompressionCode1
Distributed Deep Joint Source-Channel Coding over a Multiple Access ChannelCode1
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic SegmentationCode1
Neural Distributed Image Compression using Common InformationCode1
Deep Image Compression using Decoder Side InformationCode1
DiffHarmony: Latent Diffusion Model Meets Image HarmonizationCode1
Bidirectional Stereo Image Compression with Cross-Dimensional Entropy ModelCode1
COSMIC: Compress Satellite Images Efficiently via Diffusion CompensationCode1
Boosting Neural Image Compression for Machines Using Latent Space MaskingCode1
AIM 2024 Challenge on UHD Blind Photo Quality AssessmentCode1
Deep Image Semantic Communication Model for Artificial Intelligent Internet of ThingsCode1
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image CompressionCode1
CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI FeedbackCode1
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path AggregationCode1
All-in-One Image Compression and RestorationCode1
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