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 251–275 of 1008 papers

TitleStatusHype
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature CompressionCode1
Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis—0
S2LIC: Learned Image Compression with the SwinV2 Block, Adaptive Channel-wise and Global-inter Attention ContextCode1
Powerful Lossy Compression for Noisy Images—0
Super-High-Fidelity Image Compression via Hierarchical-ROI and Adaptive Quantization—0
Privacy-Preserving Face Recognition Using Trainable Feature Subtraction—0
Overfitted image coding at reduced complexity—0
Channel-wise Feature Decorrelation for Enhanced Learned Image Compression—0
Process-and-Forward: Deep Joint Source-Channel Coding Over Cooperative Relay NetworksCode1
Noise Dimension of GAN: An Image Compression Perspective—0
CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image CompressionCode1
Enhancing Adversarial Training with Prior Knowledge Distillation for Robust Image Compression—0
Probing Image Compression For Class-Incremental Learning—0
Image Coding for Machines with Edge Information Learning Using Segment AnythingCode1
Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual FidelityCode1
Enhancing the Rate-Distortion-Perception Flexibility of Learned Image Codecs with Conditional Diffusion Decoders—0
Neural Network Assisted Lifting Steps For Improved Fully Scalable Lossy Image Compression in JPEG 2000Code0
Region-Adaptive Transform with Segmentation Prior for Image CompressionCode1
Towards Backward-Compatible Continual Learning of Image CompressionCode0
Exploration of Learned Lifting-Based Transform Structures for Fully Scalable and Accessible Wavelet-Like Image Compression—0
Variable-Rate Learned Image Compression with Multi-Objective Optimization and Quantization-Reconstruction Offsets—0
Bit Rate Matching Algorithm Optimization in JPEG-AI Verification Model—0
Bit Distribution Study and Implementation of Spatial Quality Map in the JPEG-AI Standardization—0
Distortion-Controlled Dithering with Reduced Recompression Rate—0
SPC-NeRF: Spatial Predictive Compression for Voxel Based Radiance Field—0
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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