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 251–300 of 1008 papers

TitleStatusHype
Learning Content-Weighted Deep Image CompressionCode0
Learned Lossless Image Compression Through Interpolation With Low ComplexityCode0
An End-to-End Compression Framework Based on Convolutional Neural NetworksCode0
Compressed learning based onboard semantic compression for remote sensing platformsCode0
An End-to-End Joint Learning Scheme of Image Compression and Quality Enhancement with Improved Entropy MinimizationCode0
Learning-Based Image Compression for MachinesCode0
Learning to compress and search visual data in large-scale systemsCode0
Comprehensive Comparisons of Uniform Quantization in Deep Image CompressionCode0
Learned Image Compression and Restoration for Digital PathologyCode0
Learned Focused Plenoptic Image Compression with Microimage Preprocessing and Global AttentionCode0
Learned Image Compression with Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual ModulesCode0
Applying Convolutional Neural Networks to Data on Unstructured Meshes with Space-Filling CurvesCode0
CompaCT: Fractal-Based Heuristic Pixel Segmentation for Lossless Compression of High-Color DICOM Medical ImagesCode0
Exploring Distortion Prior with Latent Diffusion Models for Remote Sensing Image CompressionCode0
ComDefend: An Efficient Image Compression Model to Defend Adversarial ExamplesCode0
An Underparametrized Deep Decoder Architecture for Graph SignalsCode0
Intrinsic Image Transfer for Illumination ManipulationCode0
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood ModelsCode0
CocoNet: A deep neural network for mapping pixel coordinates to color valuesCode0
A Fast Quantum Image Compression Algorithm based on Taylor ExpansionCode0
Make Lossy Compression Meaningful for Low-Light ImagesCode0
Image Compression With Learned Lifting-Based DWT and Learned Tree-Based Entropy ModelsCode0
Image Compression with Encoder-Decoder Matched Semantic SegmentationCode0
Clinically Relevant Latent Space Embedding of Cancer Histopathology Slides through Variational Autoencoder Based Image CompressionCode0
HiLLoC: Lossless Image Compression with Hierarchical Latent Variable ModelsCode0
High-throughput Onboard Hyperspectral Image Compression with Ground-based CNN ReconstructionCode0
Image Compression and Decompression Framework Based on Latent Diffusion Model for Breast MammographyCode0
Efficient and Effective Context-Based Convolutional Entropy Modeling for Image CompressionCode0
Higher fidelity perceptual image and video compression with a latent conditioned residual denoising diffusion modelCode0
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly DetectionCode0
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image CompressionCode0
GABIC: Graph-based Attention Block for Image CompressionCode0
Cattle Identification Using Muzzle Images and Deep Learning TechniquesCode0
DSSLIC: Deep Semantic Segmentation-based Layered Image CompressionCode0
DSIC: Deep Stereo Image CompressionCode0
Frequency-Guided Masking for Enhanced Vision Self-Supervised LearningCode0
Generalized Octave Convolutions for Learned Multi-Frequency Image CompressionCode0
Domain Adaptation for Learned Image Compression with Supervised AdaptersCode0
CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact SuppressionCode0
Five Modulus Method For Image CompressionCode0
Flexible Mixed Precision Quantization for Learned Image CompressionCode0
CARP: Compression through Adaptive Recursive Partitioning for Multi-dimensional ImagesCode0
Fine-grained subjective visual quality assessment for high-fidelity compressed imagesCode0
DRASIC: Distributed Recurrent Autoencoder for Scalable Image CompressionCode0
FCNR: Fast Compressive Neural Representation of Visualization ImagesCode0
Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial ExamplesCode0
Fractal image compression using upper bound on scaling parameterCode0
Towards Exploring Fairness in Visual Transformer based Natural and GAN Image Detection SystemsCode0
Exploring Resolution Fields for Scalable Image Compression with Uncertainty GuidanceCode0
CAE-ADMM: Implicit Bitrate Optimization via ADMM-based Pruning in Compressive AutoencodersCode0
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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