Computational Imaging Publications

Publications in Computational Imaging

Explore the most influential research papers and scholarly works that have shaped Computational Imaging. Use the concept filter below to focus on a specific sub-area of research.

Computational Imaging

74.4K

Publications

4.8M

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
A Computational Approach to Edge Detection John Canny IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringFeature DetectionMachine LearningLocalizationImage Analysis	1986	28.7K
Compressed sensing David L. Donoho IEEE Transactions on Information Theory Image AnalysisEngineeringImage CodingImage CompressionCompressive Sensing	2006	22.8K
Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks Jun-Yan Zhu, Taesung Park, Phillip Isola, EngineeringMachine LearningImage-to-image TranslationStyle TransferImage Analysis	2017	21.3K
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningImage RetrievalMultimodal Llm	2020	21.2K
A theory for multiresolution signal decomposition: the wavelet representation Stéphane Mallat IEEE Transactions on Pattern Analysis and Machine Intelligence Spectral TheoryMultiresolution RepresentationsImage AnalysisWavelet RepresentationEngineering	1989	20.8K
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet Convolutional Neural NetworkEngineeringMachine LearningInception ModulesImage Analysis	2017	18.2K
Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images Stuart Geman, Donald Geman IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringBayesian RestorationMarkov Chain Monte CarloMrf Image ModelDeblurring	1984	17.9K
A method for registration of 3-D shapes Paul J. Besl, Neil David McKay IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringGeometryBioimage RegistrationStatistical Shape AnalysisShape Analysis	1992	17.8K
Snakes: Active contour models Michael Kass, Andrew Witkin, Demetri Terzopoulos International Journal of Computer Vision Geometric ModelingImage AnalysisMachine VisionEngineeringBiomedical Imaging	1988	17K
Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information Emmanuel J. Candès, Justin Romberg, Terence Tao IEEE Transactions on Information Theory Statistical Signal ProcessingSparse RepresentationEngineeringUncertainty QuantificationRobust Uncertainty Principles	2006	15.6K
Proceedings of IEEE International Conference on Computer Vision Image AnalysisMachine VisionEngineeringPattern RecognitionFeature (Computer Vision)	1995	12.9K
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach, Andreas Blattmann, Dominik Lorenz, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) EngineeringMachine LearningLatent Diffusion ModelsAutoencodersImage Analysis	2022	12.1K

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