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 126–150 of 1008 papers

TitleStatusHype
Joint Global and Local Hierarchical Priors for Learned Image CompressionCode1
Towards Empirical Sandwich Bounds on the Rate-Distortion FunctionCode1
Quantum pixel representations and compression for N-dimensional imagesCode1
Transformer-based Transform CodingCode1
Towards Flexible Blind JPEG Artifacts RemovalCode1
Unified Signal Compression Using a GAN with Iterative Latent Representation OptimizationCode1
Interpolation variable rate image compressionCode1
Image Compression with Recurrent Neural Network and Generalized Divisive NormalizationCode1
Supervised Compression for Resource-Constrained Edge Computing SystemsCode1
Variable-Rate Deep Image Compression through Spatially-Adaptive Feature TransformCode1
Towards Top-Down Just Noticeable Difference Estimation of Natural ImagesCode1
Enhanced Invertible Encoding for Learned Image CompressionCode1
ANFIC: Image Compression Using Augmented Normalizing FlowsCode1
Neural Distributed Image Compression using Common InformationCode1
Lossy Compression for Lossless PredictionCode1
Deep Homography for Efficient Stereo Image CompressionCode1
Microshift: An Efficient Image Compression Algorithm for HardwareCode1
M2TR: Multi-modal Multi-scale Transformers for Deepfake DetectionCode1
Spatiotemporal Entropy Model is All You Need for Learned Video CompressionCode1
Slimmable Compressive Autoencoders for Practical Neural Image CompressionCode1
Checkerboard Context Model for Efficient Learned Image CompressionCode1
Generating Images with Sparse RepresentationsCode1
COIN: COmpression with Implicit Neural representationsCode1
CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI FeedbackCode1
CompressAI: a PyTorch library and evaluation platform for end-to-end compression researchCode1
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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