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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 Added Most Hyped Most Active Needs Verification Most Verified

Showing 241–250 of 1008 papers

Title	Date	Tasks	Status	Hype	Score
Image Compression with Encoder-Decoder Matched Semantic Segmentation	Jan 24, 2021	DecoderImage Compression	CodeCode Available	0	5
Image Compression and Decompression Framework Based on Latent Diffusion Model for Breast Mammography	Oct 8, 2023	DenoisingImage Compression	CodeCode Available	0	5
An efficient deep convolutional laplacian pyramid architecture for CS reconstruction at low sampling ratios	Apr 13, 2018	Blockingcompressed sensing	CodeCode Available	0	5
Practical Full Resolution Learned Lossless Image Compression	Nov 30, 2018	Image Compression	CodeCode Available	0	5
HiLLoC: Lossless Image Compression with Hierarchical Latent Variable Models	Dec 20, 2019	Image Compression	CodeCode Available	0	5
PrivEdge: From Local to Distributed Private Training and Prediction	Apr 12, 2020	Image CompressionPrivacy Preserving	CodeCode Available	0	5
High-throughput Onboard Hyperspectral Image Compression with Ground-based CNN Reconstruction	Jul 5, 2019	Image CompressionVocal Bursts Intensity Prediction	CodeCode Available	0	5
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection	Oct 5, 2022	Data CompressionImage Compression	CodeCode Available	0	5
Generative Adversarial Networks for Extreme Learned Image Compression	Apr 9, 2018	DecoderImage Compression	CodeCode Available	0	5
GABIC: Graph-based Attention Block for Image Compression	Oct 3, 2024	Image Compression	CodeCode Available	0	5

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All datasets kodak ImageNet32 BSDS500 Caltech101 Cars-196 CIFAR-10 FER2013 Food-101 Oxford-IIIT Pet Dataset PCam STL-10

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	STF	BD-Rate over VTM-17.0	-2.48	—	Unverified
2	WACNN	BD-Rate over VTM-17.0	-2.95	—	Unverified
3	ELIC	BD-Rate over VTM-17.0	-5.95	—	Unverified
4	MLIC	BD-Rate over VTM-17.0	-8.05	—	Unverified
5	SegPIC	BD-Rate over VTM-17.0	-8.18	—	Unverified
6	LIC-TCM Large	BD-Rate over VTM-17.0	-10.14	—	Unverified
7	MLIC+	BD-Rate over VTM-17.0	-11.39	—	Unverified
8	MLIC++	BD-Rate over VTM-17.0	-13.39	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PNG	bpsp	6.42	—	Unverified
2	JPEG2000	bpsp	6.35	—	Unverified
3	L3C	bpsp	4.76	—	Unverified
4	MS-PixelCNN	bpsp	3.95	—	Unverified
5	iFlow	bpsp	3.88	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RK-CCSNet	Average PSNR	30.51	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Lossyless Compressor	Bit rate	1,340	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Lossyless Compressor	Bit rate	1,470	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Lossyless Compressor	Bit rate	1,410	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SUDHEER	10%	1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Lossyless Compressor	Bit rate	1,270	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Lossyless Compressor	Bit rate	1,210	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Lossyless Compressor	Bit rate	1,490	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Lossyless Compressor	Bit rate	1,340	—	Unverified