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 926–950 of 1008 papers

TitleStatusHype
Spatially adaptive image compression using a tiled deep network—0
Mixed-Resolution Image Representation and Compression with Convolutional Neural Networks—0
Variational image compression with a scale hyperpriorCode1
Efficient Nonlinear Transforms for Lossy Image CompressionCode1
DeepSIC: Deep Semantic Image Compression—0
Multiple Description Convolutional Neural Networks for Image Compression—0
Near-lossless _-constrained Image Decompression via Deep Neural Network—0
Graph Spectral Image Processing—0
Enlarging Context with Low Cost: Efficient Arithmetic Coding with Trimmed Convolution—0
Conditional Probability Models for Deep Image CompressionCode0
Mosaicked multispectral image compression based on inter- and intra-band correlation—0
"Zero-Shot" Super-Resolution using Deep Internal LearningCode0
Learning a Virtual Codec Based on Deep Convolutional Neural Network to Compress Image—0
Deep Sampling Networks—0
Fractal image compression using upper bound on scaling parameterCode0
Image Compression: Sparse Coding vs. Bottleneck Autoencoders—0
Vector Quantization using the Improved Differential Evolution Algorithm for Image Compression—0
FPGA based Parallelized Architecture of Efficient Graph based Image Segmentation Algorithm—0
Constrained Convolutional Sparse Coding for Parametric Based Reconstruction of Line Drawings—0
Learning to Inpaint for Image Compression—0
Optimized Structured Sparse Sensing Matrices for Compressive Sensing—0
An End-to-End Compression Framework Based on Convolutional Neural NetworksCode0
Deep Networks for Compressed Image Sensing—0
Clustering-Based Quantisation for PDE-Based Image Compression—0
Image Compression Based on Compressive Sensing: End-to-End Comparison with JPEG—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