Image Segmentation Publications

Publications in Image Segmentation

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

Image Segmentation

32.6K

Publications

2.2M

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
A Threshold Selection Method from Gray-Level Histograms Nobuyuki Otsu IEEE Transactions on Systems Man and Cybernetics Image AnalysisMachine VisionEngineeringData MiningPattern Recognition	1979	42.3K
A Computational Approach to Edge Detection John Canny IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringFeature DetectionMachine LearningLocalizationImage Analysis	1986	28.7K
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, IEEE Transactions on Pattern Analysis and Machine Intelligence Semantic Image SegmentationConvolutional Neural NetworkScene AnalysisImage AnalysisMachine Learning	2017	21.4K
Snakes: Active contour models Michael Kass, Andrew Witkin, Demetri Terzopoulos International Journal of Computer Vision Geometric ModelingImage AnalysisMachine VisionEngineeringBiomedical Imaging	1988	17K
Normalized cuts and image segmentation Jianbo Shi, Jitendra Malik IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringMachine LearningFeature DetectionImage Sequence AnalysisImage Analysis	2000	15.5K
Scale-space and edge detection using anisotropic diffusion Pietro Perona, Jitendra Malik IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringFeature DetectionImage AnalysisPattern RecognitionImage-based Modeling	1990	11.9K
Mean shift: a robust approach toward feature space analysis Dorin Comaniciu, Peter Meer IEEE Transactions on Pattern Analysis and Machine Intelligence Image AnalysisMachine VisionData ScienceFeature DetectionPattern Recognition	2002	11.3K
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer, Jonathan Long, Trevor Darrell IEEE Transactions on Pattern Analysis and Machine Intelligence Convolutional Neural NetworkMachine VisionImage AnalysisData ScienceMachine Learning	2016	10.9K
Active contours without edges Tony F. Chan, Luminita A. Vese IEEE Transactions on Image Processing EngineeringShape AnalysisImage Sequence AnalysisImage AnalysisActive Contours	2001	10.2K
SLIC Superpixels Compared to State-of-the-Art Superpixel Methods Radhakrishna Achanta, Anil Shaji, Kevin Smith, IEEE Transactions on Pattern Analysis and Machine Intelligence Machine VisionImage AnalysisDeep LearningEngineeringPattern Recognition	2012	8.9K
Whole Brain Segmentation Bruce Fischl, David H. Salat, Evelina Busa, Neuron Whole Brain SegmentationEngineeringNeuroimaging ModalityNeuroanatomyBrain Mapping	2002	8.8K
User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability Paul A. Yushkevich, Joseph Piven, Heather C. Hazlett, NeuroImage EngineeringUser-guided 3DActive Contour SegmentationAnatomical ModelSurgery	2006	8.8K

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