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 426–450 of 1008 papers

TitleStatusHype
Enhancement of theColor Image Compression Using a New Algorithm based on Discrete Hermite Wavelet Transform—0
Clinically Relevant Latent Space Embedding of Cancer Histopathology Slides through Variational Autoencoder Based Image CompressionCode0
Improvement of Color Image Analysis Using a New Hybrid Face Recognition Algorithm based on Discrete Wavelets and Chebyshev Polynomials—0
Lossless Microarray Image Compression by Hardware Array Compactor—0
Efficient Neural Generation of 4K Masks for Homogeneous Diffusion Inpainting—0
SigVIC: Spatial Importance Guided Variable-Rate Image Compression—0
QVRF: A Quantization-error-aware Variable Rate Framework for Learned Image CompressionCode1
Context-Based Trit-Plane Coding for Progressive Image CompressionCode1
Multispectral Image Compression Based on HEVC Using Pel-Recursive Inter-Band Prediction—0
RQAT-INR: Improved Implicit Neural Image Compression—0
Self-Asymmetric Invertible Network for Compression-Aware Image RescalingCode1
Comprehensive Comparisons of Uniform Quantization in Deep Image CompressionCode0
A study on the use of perceptual hashing to detect manipulation of embedded messages in images—0
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger—0
Saliency-Driven Hierarchical Learned Image Coding for Machines—0
Data-Efficient Sequence-Based Visual Place Recognition with Highly Compressed JPEG Images—0
JND-Based Perceptual Optimization For Learned Image Compression—0
Raw Image Reconstruction with Learned Compact MetadataCode1
Effect of Lossy Compression Algorithms on Face Image Quality and Recognition—0
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge ComputingCode1
Deep Selector-JPEG: Adaptive JPEG Image Compression for Computer Vision in Image classification with Human Vision Criteria—0
Multistage Spatial Context Models for Learned Image CompressionCode0
QARV: Quantization-Aware ResNet VAE for Lossy Image CompressionCode1
Dual-layer Image Compression via Adaptive Downsampling and Spatially Varying Upconversion—0
EVC: Towards Real-Time Neural Image Compression with Mask Decay—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