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 626–650 of 1008 papers

TitleStatusHype
The Effect of Lossy Compression on 3D Medical Images Segmentation with Deep Learning—0
The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples—0
The Rate-Distortion-Perception-Classification Tradeoff: Joint Source Coding and Modulation via Inverse-Domain GANs—0
The Rate-Distortion-Perception Trade-off: The Role of Private Randomness—0
Thousand to One: Semantic Prior Modeling for Conceptual Coding—0
TinyLIC-High efficiency lossy image compression method—0
TokBench: Evaluating Your Visual Tokenizer before Visual Generation—0
Toward Joint Image Generation and Compression using Generative Adversarial Networks—0
Towards Analysis-friendly Face Representation with Scalable Feature and Texture Compression—0
Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach—0
Towards Dynamic Fault Tolerance for Hardware-Implemented Artificial Neural Networks: A Deep Learning Approach—0
Towards Facial Image Compression with Consistency Preserving Diffusion Prior—0
Towards High-fidelity Artistic Image Vectorization via Texture-Encapsulated Shape Parameterization—0
Towards Reproducible Learning-based Compression—0
Towards Robust Neural Image Compression: Adversarial Attack and Model Finetuning—0
Traditional Transformation Theory Guided Model for Learned Image Compression—0
Transferable Learned Image Compression-Resistant Adversarial Perturbations—0
Transformations in Learned Image Compression from a Modulation Perspective—0
Transformer-based Image Compression—0
Transformer-based Image Compression with Variable Image Quality Objectives—0
Transformer-based Learned Image Compression for Joint Decoding and Denoising—0
Transformer-Based Nonlinear Transform Coding for Multi-Rate CSI Compression in MIMO-OFDM Systems—0
Trustworthy Compression? Impact of AI-based Codecs on Biometrics for Law Enforcement—0
TVC: Tokenized Video Compression with Ultra-Low Bitrate—0
Two-Layer Lossless HDR Coding using Histogram Packing Technique with Backward Compatibility to 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