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 951–975 of 1008 papers

TitleStatusHype
Target-Quality Image Compression with Recurrent, Convolutional Neural Networks—0
Real-Time Adaptive Image Compression—0
A new image compression by gradient Haar wavelet—0
Model-based Iterative Restoration for Binary Document Image Compression with Dictionary Learning—0
Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations—0
Learning Convolutional Networks for Content-weighted Image CompressionCode0
Improved Lossy Image Compression with Priming and Spatially Adaptive Bit Rates for Recurrent Networks—0
Parallel Multiscale Autoregressive Density Estimation—0
Lossy Image Compression with Compressive AutoencodersCode1
Image Compression with SVD : A New Quality Metric Based On Energy Ratio—0
Semantic Perceptual Image Compression using Deep Convolution NetworksCode0
CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact SuppressionCode0
End-to-end Optimized Image CompressionCode1
Mean Deviation Similarity Index: Efficient and Reliable Full-Reference Image Quality EvaluatorCode2
Full Resolution Image Compression with Recurrent Neural NetworksCode1
An image compression and encryption scheme based on deep learning—0
Fractional Calculus In Image Processing: A Review—0
Recoding Color Transfer as a Color Homography—0
Union is strength in lossy image compression—0
Fast Cosine Transform to increase speed-up and efficiency of Karhunen-Loeve Transform for lossy image compression—0
Multiplierless 16-point DCT Approximation for Low-complexity Image and Video Coding—0
Multiple Hypothesis Colorization—0
Parallel Wavelet Schemes for Images—0
Variable Rate Image Compression with Recurrent Neural NetworksCode0
Directional Global Three-part Image Decomposition—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