ComputingComputer ScienceComputer VisionMachine LearningMachine VisionDeep LearningImage ProcessingObject DetectionPattern RecognitionRepresentation LearningVideo AnalysisDeep Learning-based ClassificationVideo ClassificationVideo Object Detection
Recent advances in video processing utilizing deep learning primitives achieved breakthroughs in fundamental problems in video analysis such as frame classification and object detection enabling an array of new applications.
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Going deeper with convolutions
Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
Ross Girshick, Jeff Donahue, Trevor Darrell et al. · 2014 · 31.8K citations
Daniel Kang, John Emmons, Firas Abuzaid et al. · Proceedings of the VLDB Endowment · 2017 · 361 citations · Full text