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 76–100 of 1008 papers

TitleStatusHype
Channel-wise Autoregressive Entropy Models for Learned Image CompressionCode1
CMC-Bench: Towards a New Paradigm of Visual Signal CompressionCode1
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge ComputingCode1
Flexible-Rate Learned Hierarchical Bi-Directional Video Compression With Motion Refinement and Frame-Level Bit AllocationCode1
Full Resolution Image Compression with Recurrent Neural NetworksCode1
CompressAI: a PyTorch library and evaluation platform for end-to-end compression researchCode1
Context-Based Trit-Plane Coding for Progressive Image CompressionCode1
Compressing Images by Encoding Their Latent Representations with Relative Entropy CodingCode1
Boosting Neural Image Compression for Machines Using Latent Space MaskingCode1
Context-adaptive Entropy Model for End-to-end Optimized Image CompressionCode1
CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image CompressionCode1
FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering DeepfakesCode1
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression ModelCode1
AIM 2024 Challenge on UHD Blind Photo Quality AssessmentCode1
COSMIC: Compress Satellite Images Efficiently via Diffusion CompensationCode1
ANFIC: Image Compression Using Augmented Normalizing FlowsCode1
Deep Image Semantic Communication Model for Artificial Intelligent Internet of ThingsCode1
Idempotence and Perceptual Image CompressionCode1
Deep Image Compression using Decoder Side InformationCode1
Bidirectional Stereo Image Compression with Cross-Dimensional Entropy ModelCode1
Comparison of Image Quality Models for Optimization of Image Processing SystemsCode1
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path AggregationCode1
DiffHarmony: Latent Diffusion Model Meets Image HarmonizationCode1
All-in-One Image Compression and RestorationCode1
Fast, Compact and Highly Scalable Visual Place Recognition through Sequence-based Matching of Overloaded RepresentationsCode1
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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