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

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Showing 101–150 of 1008 papers

TitleStatusHype
Lossy Compression for Lossless PredictionCode1
Lossy Image Compression with Compressive AutoencodersCode1
Efficient Visual Computing with Camera RAW SnapshotsCode1
A Unified End-to-End Framework for Efficient Deep Image CompressionCode1
Matrix Compression via Randomized Low Rank and Low Precision FactorizationCode1
DiffO: Single-step Diffusion for Image Compression at Ultra-Low BitratesCode1
MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image CompressionCode1
Multi-Realism Image Compression with a Conditional GeneratorCode1
Multi-Scale Invertible Neural Network for Wide-Range Variable-Rate Learned Image CompressionCode1
Neural Data-Dependent Transform for Learned Image CompressionCode1
Neural Distributed Image Compression using Common InformationCode1
Compressing Images by Encoding Their Latent Representations with Relative Entropy CodingCode1
NVTC: Nonlinear Vector Transform CodingCode1
RDEIC: Accelerating Diffusion-Based Extreme Image Compression with Relay Residual DiffusionCode1
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic SegmentationCode1
Deep Image Compression using Decoder Side InformationCode1
Bidirectional Stereo Image Compression with Cross-Dimensional Entropy ModelCode1
OSCAR: One-Step Diffusion Codec for Image Compression Across Multiple Bit-ratesCode1
3D-LMVIC: Learning-based Multi-View Image Coding with 3D Gaussian Geometric PriorsCode1
PO-ELIC: Perception-Oriented Efficient Learned Image CodingCode1
Pseudocylindrical Convolutions for Learned Omnidirectional Image CompressionCode1
QARV: Quantization-Aware ResNet VAE for Lossy Image CompressionCode1
QVRF: A Quantization-error-aware Variable Rate Framework for Learned Image CompressionCode1
Raw Image Reconstruction with Learned Compact MetadataCode1
Region-Adaptive Transform with Segmentation Prior for Image CompressionCode1
S2LIC: Learned Image Compression with the SwinV2 Block, Adaptive Channel-wise and Global-inter Attention ContextCode1
COSMIC: Compress Satellite Images Efficiently via Diffusion CompensationCode1
Deep Image Semantic Communication Model for Artificial Intelligent Internet of ThingsCode1
Context-Based Trit-Plane Coding for Progressive Image CompressionCode1
Context-adaptive Entropy Model for End-to-end Optimized Image CompressionCode1
Boosting Neural Image Compression for Machines Using Latent Space MaskingCode1
Convolutional Neural Network (CNN) to reduce construction loss in JPEG compression caused by Discrete Fourier Transform (DFT)Code1
CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI FeedbackCode1
Deep Homography for Efficient Stereo Image CompressionCode1
CMC-Bench: Towards a New Paradigm of Visual Signal CompressionCode1
COIN: COmpression with Implicit Neural representationsCode1
ANFIC: Image Compression Using Augmented Normalizing FlowsCode1
DiffHarmony: Latent Diffusion Model Meets Image HarmonizationCode1
Distributed Deep Joint Source-Channel Coding over a Multiple Access ChannelCode1
DPICT: Deep Progressive Image Compression Using Trit-PlanesCode1
Adaptive Cross-Layer Attention for Image RestorationCode1
ECSIC: Epipolar Cross Attention for Stereo Image CompressionCode1
CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image CompressionCode1
Channel-wise Autoregressive Entropy Models for Learned Image CompressionCode1
3DM-WeConvene: Learned Image Compression with 3D Multi-Level Wavelet-Domain Convolution and Entropy ModelCode1
Checkerboard Context Model for Efficient Learned Image CompressionCode1
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression ModelCode1
Expanded Adaptive Scaling Normalization for End to End Image CompressionCode1
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image CompressionCode1
ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive CodingCode1
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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