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 601–625 of 1008 papers

TitleStatusHype
Sparse Multi-layer Image Approximation: Facial Image Compression—0
Sparse Point Clouds Assisted Learned Image Compression—0
Spatially adaptive image compression using a tiled deep network—0
Spatially-Adaptive Learning-Based Image Compression with Hierarchical Multi-Scale Latent Spaces—0
SPC-NeRF: Spatial Predictive Compression for Voxel Based Radiance Field—0
Split Hierarchical Variational Compression—0
Stable Diffusion is a Natural Cross-Modal Decoder for Layered AI-generated Image Compression—0
Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds—0
Stereo Image Coding for Machines with Joint Visual Feature Compression—0
Stereo on a budget—0
Strategies in JPEG compression using Convolutional Neural Network (CNN)—0
Streaming Neural Images—0
Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Neural Network Algorithm—0
STW and SPIHT Wavelet compression using MATLAB wavelet Tool for Color Image—0
Substitutional Neural Image Compression—0
Super-High-Fidelity Image Compression via Hierarchical-ROI and Adaptive Quantization—0
Target-Quality Image Compression with Recurrent, Convolutional Neural Networks—0
Task-Aware Quantization Network for JPEG Image Compression—0
Task-Oriented Feature Compression for Multimodal Understanding via Device-Edge Co-Inference—0
Technical description of the EPFL submission to the JPEG DNA CfP—0
Tell Codec What Worth Compressing: Semantically Disentangled Image Coding for Machine with LMMs—0
Test-time adaptation for image compression with distribution regularization—0
Test-Time Fine-Tuning of Image Compression Models for Multi-Task Adaptability—0
TFIC: End-to-End Text-Focused Image Compression for Coding for Machines—0
The Cyborg Astrobiologist: Matching of Prior Textures by Image Compression for Geological Mapping and Novelty Detection—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