Training Region-based Object Detectors with Online Hard Example Mining

12 April 2016

Papers citing "Training Region-based Object Detectors with Online Hard Example Mining"

50 / 512 papers shown

Title
IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude's Variance Matters Xinshao Wang Yang Hua Elyor Kodirov David A. Clifton N. Robertson NoLa 16 62 0 28 Mar 2019
ThunderNet: Towards Real-time Generic Object Detection Zheng Qin Zeming Li Zhaoning Zhang Yiping Bao Gang Yu Yuxing Peng Jian-jun Sun ObjD 15 255 0 28 Mar 2019
Automated pulmonary nodule detection using 3D deep convolutional neural networks Hao Tang Daniel R. Kim Xiaohui Xie MedIm 16 77 0 23 Mar 2019
Rotated Feature Network for multi-orientation object detection Zhixin Zhang Xudong Chen Jie Liu Kaibo Zhou ObjD 10 8 0 23 Mar 2019
CAD-Net: A Context-Aware Detection Network for Objects in Remote Sensing Imagery Gongjie Zhang Shijian Lu Wei Zhang 20 353 0 03 Mar 2019
PEA265: Perceptual Assessment of Video Compression Artifacts Liqun Lin Shiqi Yu Tiesong Zhao Zhou Wang 13 26 0 01 Mar 2019
Detecting Lesion Bounding Ellipses With Gaussian Proposal Networks Yi Li MedIm 14 19 0 25 Feb 2019
Detector-in-Detector: Multi-Level Analysis for Human-Parts Xiaojie Li L. Yang Q. Song Fuqiang Zhou CVBM 3DH 15 16 0 19 Feb 2019
RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free Cheng-Yang Fu Mykhailo Shvets Alexander C. Berg ObjD 30 137 0 10 Jan 2019
Pyramid Network with Online Hard Example Mining for Accurate Left Atrium Segmentation Cheng Bian Xin Yang Jianqiang Ma Shen Zheng Yu-An Liu R. Nezafat Pheng-Ann Heng Yefeng Zheng 10 36 0 14 Dec 2018
FA-RPN: Floating Region Proposals for Face Detection Mahyar Najibi Bharat Singh L. Davis CVBM ObjD 22 41 0 13 Dec 2018
Theory of Curriculum Learning, with Convex Loss Functions D. Weinshall D. Amir 6 41 0 09 Dec 2018
Meta-Transfer Learning for Few-Shot Learning Qianru Sun Yaoyao Liu Tat-Seng Chua Bernt Schiele 43 1,057 0 06 Dec 2018
Learning RoI Transformer for Detecting Oriented Objects in Aerial Images Jian Ding Nan Xue Yang Long Gui-Song Xia Qikai Lu 22 171 0 01 Dec 2018
Robust Face Detection via Learning Small Faces on Hard Images Zhishuai Zhang Wei Shen Siyuan Qiao Yan Wang Bo Wang Alan Yuille ObjD 3DH AAML CVBM 18 37 0 28 Nov 2018
Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection Hongyu Xu Xutao Lv Xiaoyu Wang Zhou Ren Navaneeth Bodla Rama Chellappa ObjD 24 28 0 28 Nov 2018
Variance Suppression: Balanced Training Process in Deep Learning Tao Yi Xingxuan Wang 14 0 0 20 Nov 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 16 122 0 10 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 29 2,414 0 06 Sep 2018
Self-supervised learning of a facial attribute embedding from video Olivia Wiles A. Sophia Koepke Andrew Zisserman CVBM SSL 16 132 0 21 Aug 2018
SAN: Learning Relationship between Convolutional Features for Multi-Scale Object Detection Y. Kim Bong-Nam Kang Daijin Kim ObjD 13 53 0 15 Aug 2018
Unsupervised Hard Example Mining from Videos for Improved Object Detection SouYoung Jin Aruni RoyChowdhury Huaizu Jiang Ashish Singh Aditya Prasad Deep Chakraborty Erik Learned-Miller ObjD 18 63 0 13 Aug 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 25 3,947 0 15 Jul 2018
Cost-effective Object Detection: Active Sample Mining with Switchable Selection Criteria Keze Wang Liang Lin Xiaopeng Yan Ziliang Chen Dongyu Zhang Lei Zhang ObjD 25 31 0 30 Jun 2018
Fluid Annotation: A Human-Machine Collaboration Interface for Full Image Annotation Mykhaylo Andriluka J. Uijlings V. Ferrari VLM 21 81 0 20 Jun 2018
Shape Robust Text Detection with Progressive Scale Expansion Network Xiang Li Wenhai Wang Wenbo Hou Ruo-Ze Liu Tong Lu Jian Yang 8 603 0 07 Jun 2018
Efficient Traffic-Sign Recognition with Scale-aware CNN Yuchen Yang Shuo Liu Wei Ma Qiuyuan Wang Zheng Liu 16 15 0 31 May 2018
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation Xi Peng Zhiqiang Tang Fei Yang Rogerio Feris Dimitris N. Metaxas 15 204 0 24 May 2018
SNIPER: Efficient Multi-Scale Training Bharat Singh Mahyar Najibi L. Davis ObjD 25 481 0 23 May 2018
The EuroCity Persons Dataset: A Novel Benchmark for Object Detection Markus Braun Sebastian Krebs F. Flohr D. Gavrila ObjD 15 226 0 18 May 2018
Quantization Mimic: Towards Very Tiny CNN for Object Detection Yi Wei Xinyu Pan Hongwei Qin Wanli Ouyang Junjie Yan ObjD 17 88 0 06 May 2018
Learnable PINs: Cross-Modal Embeddings for Person Identity Arsha Nagrani Samuel Albanie Andrew Zisserman SSL 15 140 0 02 May 2018
DetNet: A Backbone network for Object Detection Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian-jun Sun ObjD 86 263 0 17 Apr 2018
VITAL: VIsual Tracking via Adversarial Learning Yibing Song Chao Ma Xiaohe Wu Lijun Gong Linchao Bao W. Zuo Chunhua Shen Rynson W. H. Lau Ming-Hsuan Yang GAN AAML 60 501 0 12 Apr 2018
Loss Rank Mining: A General Hard Example Mining Method for Real-time Detectors Hao Yu Zhaoning Zhang Zheng Qin Hao Wu Dongsheng Li Jun Zhao Xicheng Lu ObjD 11 25 0 10 Apr 2018
SINet: A Scale-insensitive Convolutional Neural Network for Fast Vehicle Detection Xiaowei Hu Xuemiao Xu Yongjie Xiao Hao Chen Shengfeng He J. Qin Pheng-Ann Heng 13 243 0 02 Apr 2018
Single-Shot Bidirectional Pyramid Networks for High-Quality Object Detection Xiongwei Wu Daoxin Zhang Jianke Zhu S. Hoi ObjD 19 33 0 22 Mar 2018
Revisiting RCNN: On Awakening the Classification Power of Faster RCNN Bowen Cheng Yunchao Wei Humphrey Shi Rogerio Feris Jinjun Xiong Thomas Huang ObjD 18 205 0 19 Mar 2018
Pseudo Mask Augmented Object Detection Xiangyu Zhao Shuang Liang Yichen Wei ObjD 16 42 0 15 Mar 2018
Simultaneous Traffic Sign Detection and Boundary Estimation using Convolutional Neural Network Hee Seok Lee Kang-jik Kim 16 128 0 27 Feb 2018
Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks D. Weinshall Gad Cohen Dan Amir ODL 12 239 0 11 Feb 2018
Fine-Grained Land Use Classification at the City Scale Using Ground-Level Images Yi Zhu XueQing Deng Shawn D. Newsam 23 51 0 07 Feb 2018
Object Detection in Videos by High Quality Object Linking Peng Tang Chunyu Wang Xinggang Wang Wenyu Liu Wenjun Zeng Jingdong Wang 16 85 0 30 Jan 2018
Video Object Detection with an Aligned Spatial-Temporal Memory Fanyi Xiao Yong Jae Lee 38 189 0 18 Dec 2017
Deep Regionlets for Object Detection Hongyu Xu Xutao Lv Xiaoyu Wang Zhou Ren Navaneeth Bodla Rama Chellappa ObjD 14 66 0 06 Dec 2017
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 26 4,842 0 03 Dec 2017
Separating Self-Expression and Visual Content in Hashtag Supervision Andreas Veit Maximilian Nickel Serge J. Belongie L. V. D. van der Maaten VLM 12 29 0 27 Nov 2017
Feature Selective Networks for Object Detection Y. Zhai Jingjing Fu Yan Lu Houqiang Li ObjD 30 18 0 24 Nov 2017
An Analysis of Scale Invariance in Object Detection - SNIP Bharat Singh L. Davis ObjD 30 735 0 22 Nov 2017
Cascaded Pyramid Network for Multi-Person Pose Estimation Yilun Chen Zhicheng Wang Yuxiang Peng Zhiqiang Zhang Gang Yu Jian-jun Sun 29 1,414 0 20 Nov 2017