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 51–100 of 1008 papers

TitleStatusHype
SMC++: Masked Learning of Unsupervised Video Semantic CompressionCode1
Implicit Neural Image Field for Biological Microscopy Image CompressionCode1
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression ModelCode1
Scalable Image Coding for Humans and Machines Using Feature Fusion NetworkCode1
DiffHarmony: Latent Diffusion Model Meets Image HarmonizationCode1
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature CompressionCode1
S2LIC: Learned Image Compression with the SwinV2 Block, Adaptive Channel-wise and Global-inter Attention ContextCode1
Process-and-Forward: Deep Joint Source-Channel Coding Over Cooperative Relay NetworksCode1
CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image CompressionCode1
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
Region-Adaptive Transform with Segmentation Prior for Image CompressionCode1
MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal ModelCode1
Idempotence and Perceptual Image CompressionCode1
Learned Lossless Image Compression based on Bit Plane SlicingCode1
Deep Image Semantic Communication Model for Artificial Intelligent Internet of ThingsCode1
VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic DataCode1
Frequency-Aware Transformer for Learned Image CompressionCode1
Matrix Compression via Randomized Low Rank and Low Precision FactorizationCode1
Towards image compression with perfect realism at ultra-low bitratesCode1
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic SegmentationCode1
An Improved Upper Bound on the Rate-Distortion Function of ImagesCode1
Dynamic Low-Rank Instance Adaptation for Universal Neural Image CompressionCode1
MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image CompressionCode1
ECSIC: Epipolar Cross Attention for Stereo Image CompressionCode1
Neural Image Compression: Generalization, Robustness, and Spectral BiasesCode1
Text + Sketch: Image Compression at Ultra Low RatesCode1
You Can Mask More For Extremely Low-Bitrate Image CompressionCode1
Beyond Learned Metadata-based Raw Image ReconstructionCode1
TransTIC: Transferring Transformer-based Image Compression from Human Perception to Machine PerceptionCode1
NVTC: Nonlinear Vector Transform CodingCode1
Transformer-based Variable-rate Image Compression with Region-of-interest ControlCode1
HFLIC: Human Friendly Perceptual Learned Image Compression with Reinforced TransformCode1
Computationally-Efficient Neural Image Compression with Shallow DecodersCode1
Context-Based Trit-Plane Coding for Progressive Image CompressionCode1
QVRF: A Quantization-error-aware Variable Rate Framework for Learned Image CompressionCode1
Self-Asymmetric Invertible Network for Compression-Aware Image RescalingCode1
Raw Image Reconstruction with Learned Compact MetadataCode1
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge ComputingCode1
QARV: Quantization-Aware ResNet VAE for Lossy Image CompressionCode1
Hypernetworks build Implicit Neural Representations of SoundsCode1
LDMIC: Learning-based Distributed Multi-view Image CodingCode1
Towards Robust Tampered Text Detection in Document Image: New Dataset and New SolutionCode1
Multi-Realism Image Compression with a Conditional GeneratorCode1
Efficient Visual Computing with Camera RAW SnapshotsCode1
Distributed Deep Joint Source-Channel Coding over a Multiple Access ChannelCode1
MLIC: Multi-Reference Entropy Model for Learned Image CompressionCode1
Selective compression learning of latent representations for variable-rate image compressionCode1
Universal Deep Image Compression via Content-Adaptive Optimization with AdaptersCode1
Lossy Image Compression with Conditional Diffusion ModelsCode1
Show:102550
← PrevPage 2 of 21Next →
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