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 51–100 of 1008 papers

TitleStatusHype
Hypernetworks build Implicit Neural Representations of SoundsCode1
Idempotence and Perceptual Image CompressionCode1
ECSIC: Epipolar Cross Attention for Stereo Image CompressionCode1
Image Compression with Recurrent Neural Network and Generalized Divisive NormalizationCode1
Interpolation variable rate image compressionCode1
ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive CodingCode1
Joint Autoregressive and Hierarchical Priors for Learned Image CompressionCode1
Joint Global and Local Hierarchical Priors for Learned Image CompressionCode1
RDEIC: Accelerating Diffusion-Based Extreme Image Compression with Relay Residual DiffusionCode1
Neural Distributed Image Compression using Common InformationCode1
Learned Lossless Image Compression based on Bit Plane SlicingCode1
Learning Accurate Entropy Model with Global Reference for Image CompressionCode1
Distributed Deep Joint Source-Channel Coding over a Multiple Access ChannelCode1
End-to-end Optimized Image CompressionCode1
Full Resolution Image Compression with Recurrent Neural NetworksCode1
CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI FeedbackCode1
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression ModelCode1
Deep Homography for Efficient Stereo Image CompressionCode1
CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image CompressionCode1
3DM-WeConvene: Learned Image Compression with 3D Multi-Level Wavelet-Domain Convolution and Entropy ModelCode1
An Improved Upper Bound on the Rate-Distortion Function of ImagesCode1
CompressAI: a PyTorch library and evaluation platform for end-to-end compression researchCode1
Context-adaptive Entropy Model for End-to-end Optimized Image CompressionCode1
Compressing Images by Encoding Their Latent Representations with Relative Entropy CodingCode1
Context-Based Trit-Plane Coding for Progressive Image CompressionCode1
Deep Image Compression using Decoder Side InformationCode1
Convolutional Neural Network (CNN) to reduce construction loss in JPEG compression caused by Discrete Fourier Transform (DFT)Code1
COSMIC: Compress Satellite Images Efficiently via Diffusion CompensationCode1
Checkerboard Context Model for Efficient Learned Image CompressionCode1
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image CompressionCode1
DiffHarmony: Latent Diffusion Model Meets Image HarmonizationCode1
DiffO: Single-step Diffusion for Image Compression at Ultra-Low BitratesCode1
DPICT: Deep Progressive Image Compression Using Trit-PlanesCode1
Dynamic Low-Rank Instance Adaptation for Universal Neural Image CompressionCode1
Efficient Nonlinear Transforms for Lossy Image CompressionCode1
Efficient Visual Computing with Camera RAW SnapshotsCode1
Enhanced Invertible Encoding for Learned Image CompressionCode1
Entroformer: A Transformer-based Entropy Model for Learned Image CompressionCode1
Channel-wise Autoregressive Entropy Models for Learned Image CompressionCode1
CMC-Bench: Towards a New Paradigm of Visual Signal CompressionCode1
Fast, Compact and Highly Scalable Visual Place Recognition through Sequence-based Matching of Overloaded RepresentationsCode1
Fidelity-Controllable Extreme Image Compression with Generative Adversarial NetworksCode1
Flexible-Rate Learned Hierarchical Bi-Directional Video Compression With Motion Refinement and Frame-Level Bit AllocationCode1
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature CompressionCode1
Computationally-Efficient Neural Image Compression with Shallow DecodersCode1
Comparison of Image Quality Models for Optimization of Image Processing SystemsCode1
ANFIC: Image Compression Using Augmented Normalizing FlowsCode1
Asymmetric Gained Deep Image Compression With Continuous Rate AdaptationCode1
All-in-One Image Compression and RestorationCode1
Channel-Level Variable Quantization Network for Deep Image CompressionCode1
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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