- Publications
- Influence
Share This Author
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
- Shaoqing Ren, Kaiming He, Ross B. Girshick, Jian Sun
- Computer ScienceIEEE Transactions on Pattern Analysis and Machine…
- 4 June 2015
TLDR
Fast R-CNN
- Ross B. Girshick
- Computer Science, Environmental ScienceIEEE International Conference on Computer Vision…
- 29 April 2015
This paper proposes a Fast Region-based Convolutional Network method (Fast R-CNN) for object detection. Fast R-CNN builds on previous work to efficiently classify object proposals using deep…
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
- Ross B. Girshick, Jeff Donahue, Trevor Darrell, J. Malik
- Computer ScienceIEEE Conference on Computer Vision and Pattern…
- 11 November 2013
TLDR
You Only Look Once: Unified, Real-Time Object Detection
- Joseph Redmon, S. Divvala, Ross B. Girshick, Ali Farhadi
- Computer ScienceIEEE Conference on Computer Vision and Pattern…
- 8 June 2015
TLDR
Mask R-CNN
- Kaiming He, Georgia Gkioxari, Piotr Dollár, Ross B. Girshick
- Computer ScienceIEEE Transactions on Pattern Analysis and Machine…
- 20 March 2017
TLDR
Feature Pyramid Networks for Object Detection
- Tsung-Yi Lin, Piotr Dollár, Ross B. Girshick, Kaiming He, Bharath Hariharan, Serge J. Belongie
- Computer ScienceIEEE Conference on Computer Vision and Pattern…
- 9 December 2016
TLDR
Caffe: Convolutional Architecture for Fast Feature Embedding
- Yangqing Jia, Evan Shelhamer, Trevor Darrell
- Computer ScienceACM Multimedia
- 20 June 2014
TLDR
Focal Loss for Dense Object Detection
- Tsung-Yi Lin, Priya Goyal, Ross B. Girshick, Kaiming He, Piotr Dollár
- Computer ScienceIEEE Transactions on Pattern Analysis and Machine…
- 7 August 2017
TLDR
Object Detection with Discriminatively Trained Part Based Models
- Pedro F. Felzenszwalb, Ross B. Girshick, David A. McAllester, D. Ramanan
- Computer ScienceIEEE Transactions on Pattern Analysis and Machine…
- 1 September 2010
We describe an object detection system based on mixtures of multiscale deformable part models. Our system is able to represent highly variable object classes and achieves state-of-the-art results in…
Aggregated Residual Transformations for Deep Neural Networks
- Saining Xie, Ross B. Girshick, Piotr Dollár, Z. Tu, Kaiming He
- Computer ScienceIEEE Conference on Computer Vision and Pattern…
- 16 November 2016
TLDR
...
...