Ross Girshick, Jeff Donahue, Trevor Darrell, & Jitendra Malik (2014), References, Textbook of AI

Ross Girshick, Jeff Donahue, Trevor Darrell, & Jitendra Malik (2014)

2014 IEEE Conference on Computer Vision and Pattern Recognition, 580-587.

DOI: https://doi.org/10.1109/cvpr.2014.81

Abstract. Introduces R-CNN, which combines region proposals from selective search with CNN features and linear SVM classification, dramatically improving object detection accuracy and launching the modern era of deep-learning-based detection.

Tags: cnn object-detection r-cnn

AI tools used: Claude (research, coding, text), ChatGPT (diagrams, images), Grammarly (editing).

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation