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 301–325 of 1008 papers

TitleStatusHype
Fractal image compression using upper bound on scaling parameterCode0
Five Modulus Method For Image CompressionCode0
CAE-ADMM: Implicit Bitrate Optimization via ADMM-based Pruning in Compressive AutoencodersCode0
tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs)Code0
Fine-grained subjective visual quality assessment for high-fidelity compressed imagesCode0
Flexible Mixed Precision Quantization for Learned Image CompressionCode0
FCNR: Fast Compressive Neural Representation of Visualization ImagesCode0
Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial ExamplesCode0
Towards Exploring Fairness in Visual Transformer based Natural and GAN Image Detection SystemsCode0
Learned Focused Plenoptic Image Compression with Microimage Preprocessing and Global AttentionCode0
Exploiting Inter-Image Similarity Prior for Low-Bitrate Remote Sensing Image CompressionCode0
Breaking the Barriers of One-to-One Usage of Implicit Neural Representation in Image Compression: A Linear Combination Approach with Performance GuaranteesCode0
Exploring Resolution Fields for Scalable Image Compression with Uncertainty GuidanceCode0
Estimating the Resize Parameter in End-to-end Learned Image CompressionCode0
An Underparametrized Deep Decoder Architecture for Graph SignalsCode0
End-to-end optimized image compression with competition of prior distributionsCode0
Evaluation of Intra-coding based image compression.Code0
Energy-Aware JPEG Image Compression: A Multi-Objective ApproachCode0
Enhancing Learned Image Compression via Cross Window-based AttentionCode0
Learning to compress and search visual data in large-scale systemsCode0
Practical Lossless Compression with Latent Variables using Bits Back CodingCode0
MALICE: Manipulation Attacks on Learned Image ComprEssion—0
Delta-ICM: Entropy Modeling with Delta Function for Learned Image Compression—0
Deformation Aware Image Compression—0
Block Modulating Video Compression: An Ultra Low Complexity Image Compression Encoder for Resource Limited Platforms—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