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 151–200 of 1008 papers

TitleStatusHype
Deep Image Compression using Decoder Side InformationCode1
Asymmetric Gained Deep Image Compression With Continuous Rate AdaptationCode1
HFLIC: Human Friendly Perceptual Learned Image Compression with Reinforced TransformCode1
COIN: COmpression with Implicit Neural representationsCode1
High-Fidelity Variable-Rate Image Compression via Invertible Activation TransformationCode1
High Frequency Matters: Uncertainty Guided Image Compression with Wavelet DiffusionCode1
COSMIC: Compress Satellite Images Efficiently via Diffusion CompensationCode1
Image Coding for Machines with Edge Information Learning Using Segment AnythingCode1
Deep Image Semantic Communication Model for Artificial Intelligent Internet of ThingsCode1
Boosting Neural Image Compression for Machines Using Latent Space MaskingCode1
Adaptive Cross-Layer Attention for Image RestorationCode1
Is JPEG AI going to change image forensics?Code1
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression ModelCode1
LDMIC: Learning-based Distributed Multi-view Image CodingCode1
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image CompressionCode1
CompressAI: a PyTorch library and evaluation platform for end-to-end compression researchCode1
Dynamic Low-Rank Instance Adaptation for Universal Neural Image CompressionCode1
CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI FeedbackCode1
Learning End-to-End Lossy Image Compression: A BenchmarkCode1
Learning for Video Compression with Hierarchical Quality and Recurrent EnhancementCode1
Fast, Compact and Highly Scalable Visual Place Recognition through Sequence-based Matching of Overloaded RepresentationsCode1
Locally Masked Convolution for Autoregressive ModelsCode1
Compressing Images by Encoding Their Latent Representations with Relative Entropy CodingCode1
Lossy Compression for Lossless PredictionCode1
Improving Inference for Neural Image CompressionCode1
Map-Assisted Remote-Sensing Image Compression at Extremely Low BitratesCode1
Quantum pixel representations and compression for N-dimensional imagesCode1
Microshift: An Efficient Image Compression Algorithm for HardwareCode1
AIM 2024 Challenge on UHD Blind Photo Quality AssessmentCode1
Multi-Realism Image Compression with a Conditional GeneratorCode1
Multi-Scale Invertible Neural Network for Wide-Range Variable-Rate Learned Image CompressionCode1
Neural Data-Dependent Transform for Learned Image CompressionCode1
Neural Sparse Representation for Image RestorationCode1
NIC-RobustBench: A Comprehensive Open-Source Toolkit for Neural Image Compression and Robustness AnalysisCode1
Block Modulating Video Compression: An Ultra Low Complexity Image Compression Encoder for Resource Limited Platforms—0
Adapting JPEG XS gains and priorities to tasks and contents—0
Deep Convolutional Neural Network for Image Deconvolution—0
BlinQS: Blind Quality Scalable Image Compression Algorithm without using PCRD Optimization—0
An Empirical Analysis of Recurrent Learning Algorithms In Neural Lossy Image Compression Systems—0
DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification—0
Deep Decoding of _-coded Light Field Images—0
Bit Rate Matching Algorithm Optimization in JPEG-AI Verification Model—0
Bit Distribution Study and Implementation of Spatial Quality Map in the JPEG-AI Standardization—0
Adaptation and Attention for Neural Video Coding—0
An Efficient Architecture and High-Throughput Implementation of CCSDS-123.0-B-2 Hybrid Entropy Coder Targeting Space-Grade SRAM FPGA Technology—0
Binary Probability Model for Learning Based Image Compression—0
A bi-level view of inpainting - based image compression—0
Decouple Distortion from Perception: Region Adaptive Diffusion for Extreme-low Bitrate Perception Image Compression—0
DeepFGS: Fine-Grained Scalable Coding for Learned Image Compression—0
Bi-Level Spatial and Channel-aware Transformer for Learned Image Compression—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