Scene Understanding Publications

Publications in Scene Understanding

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

Scene Understanding

14.8K

Publications

1.7M

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
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
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
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu, Yutong Lin, Yue Cao, 2021 IEEE/CVF International Conference on Computer Vision (ICCV) Swin TransformerConvolutional Neural NetworkMachine VisionImage AnalysisMachine Learning	2021	27.9K
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler, Andrew Howard, Menglong Zhu, Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningMobile Models	2018	24.2K
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
Pyramid Scene Parsing Network Hengshuang Zhao, Jianping Shi, Xiaojuan Qi, Convolutional Neural NetworkScene AnalysisMachine VisionImage AnalysisData Science	2017	15.1K
A Combined Corner and Edge Detector Chris Harris, Matthew J. Stephens Scene AnalysisEngineeringFeature DetectionCombined Corner3D Computer Vision	1988	12.4K
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts, Mohamed Omran, Sebastian Ramos, Cityscapes DatasetScene AnalysisImage AnalysisMachine VisionData Science	2016	11.5K
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
SExtractor: Software for source extraction E. Bertin, S. Arnouts Astronomy and Astrophysics Supplement Series EngineeringMachine LearningNeural NetworkAutomated TechniquesCorpus Linguistics	1996	10.3K
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
Path Aggregation Network for Instance Segmentation Shu Liu, Lu Qi, Haifang Qin, Cluster ComputingConvolutional Neural NetworkScene AnalysisEngineeringMachine Learning	2018	8.3K

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