Image Analysis Publications

Publications in Image Analysis

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

Image Analysis

358.3K

Publications

24.9M

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Deep Residual Learning for Image Recognition Kaiming He, Xiangyu Zhang, Shaoqing Ren, Image ClassificationDeep Neural NetworksMachine VisionImage AnalysisMachine Learning	2016	214.9K
ImageNet classification with deep convolutional neural networks Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton Communications of the ACM Convolutional Neural NetworkEngineeringMachine LearningNeural NetworkImagenet Classification	2017	75.5K
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan, Andrew Zisserman arXiv (Cornell University) Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningConvolutional Network Depth	2014	75.4K
Fiji: an open-source platform for biological-image analysis Johannes Schindelin, Ignacio Arganda‐Carreras, Erwin Frise, Nature Methods BiologyBiological-image AnalysisImage AnalysisEngineeringMicroscope Image Processing	2012	67.6K
NIH Image to ImageJ: 25 years of image analysis Caroline A Schneider, Wayne Rasband, Kevin W. Eliceiri Nature Methods Image AnalysisMachine VisionData ScienceEngineeringPattern Recognition	2012	62.8K
ImageNet: A large-scale hierarchical image database Jia Deng, Wei Dong, Richard Socher, 2009 IEEE Conference on Computer Vision and Pattern Recognition EngineeringMachine LearningImage RetrievalImage DatabaseImage Recognition (Computer Vision)	2009	60.2K
Gradient-based learning applied to document recognition Yann LeCun, Léon Bottou, Yoshua Bengio, Proceedings of the IEEE EngineeringMachine LearningMultilayer Neural NetworksImage AnalysisData Science	1998	56.5K
Distinctive Image Features from Scale-Invariant Keypoints David Lowe International Journal of Computer Vision Machine VisionImage AnalysisFeature DetectionEngineeringPattern Recognition	2004	54.6K
Going deeper with convolutions Christian Szegedy, Wei Liu, Yangqing Jia, Image ClassificationDeep Neural NetworksImage AnalysisMachine LearningData Science	2015	46.2K
Densely Connected Convolutional Networks Gao Huang, Zhuang Liu, Laurens van der Maaten, Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningDense Convolutional Network	2017	43.3K
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
LIBSVM Chih-Chung Chang, Chih‐Jen Lin ACM Transactions on Intelligent Systems and Technology Data ClassificationSupport Vector MachineClassification MethodImage AnalysisMachine Vision	2011	41.1K

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