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"

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Title
RepMet: Representative-based metric learning for classification and one-shot object detection Leonid Karlinsky J. Shtok Sivan Harary Eli Schwartz Mattias Marder Rogerio Feris Raja Giryes A. Bronstein VLM ObjD 145 320 0 12 Jun 2018
Shape Robust Text Detection with Progressive Scale Expansion Network Xiang Li Wenhai Wang Wenbo Hou Ruo-Ze Liu Tong Lu Jian Yang 104 614 0 07 Jun 2018
Quantitative Phase Imaging and Artificial Intelligence: A Review YoungJu Jo Hyungjoon Cho Sang Yun Lee Gunho Choi Geon Kim Hyun-Seok Min Yongkeun Park 100 155 0 06 Jun 2018
Efficient Traffic-Sign Recognition with Scale-aware CNN Yuchen Yang Shuo Liu Wei Ma Qiuyuan Wang Zheng Liu 29 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 86 204 0 24 May 2018
SNIPER: Efficient Multi-Scale Training Bharat Singh Mahyar Najibi L. Davis ObjD 75 490 0 23 May 2018
The EuroCity Persons Dataset: A Novel Benchmark for Object Detection Markus Braun Sebastian Krebs F. Flohr D. Gavrila ObjD 86 230 0 18 May 2018
Counterexample-Guided Data Augmentation T. Dreossi Shromona Ghosh Xiangyu Yue Kurt Keutzer Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia AAML 75 63 0 17 May 2018
Direction-aware Spatial Context Features for Shadow Detection and Removal Xiaowei Hu Chi-Wing Fu Lei Zhu J. Qin Pheng-Ann Heng 90 214 0 12 May 2018
Adversarial Contrastive Estimation A. Bose Huan Ling Yanshuai Cao 47 56 0 09 May 2018
Quantization Mimic: Towards Very Tiny CNN for Object Detection Yi Wei Xinyu Pan Hongwei Qin Wanli Ouyang Junjie Yan ObjD 152 90 0 06 May 2018
Learnable PINs: Cross-Modal Embeddings for Person Identity Arsha Nagrani Samuel Albanie Andrew Zisserman SSL 138 141 0 02 May 2018
Imbalanced Deep Learning by Minority Class Incremental Rectification Qi Dong S. Gong Xiatian Zhu 74 329 0 28 Apr 2018
Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results Hajime Nada Vishwanath A. Sindagi He Zhang Vishal M. Patel CVBM 131 73 0 26 Apr 2018
MVTec D2S: Densely Segmented Supermarket Dataset P. Follmann T. Böttger Philipp Härtinger Rebecca König Markus Ulrich 3DV 75 81 0 23 Apr 2018
DetNet: A Backbone network for Object Detection Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian Sun ObjD 160 265 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 110 506 0 12 Apr 2018
Active Mini-Batch Sampling using Repulsive Point Processes Cheng Zhang Cengiz Öztireli Stephan Mandt G. Salvi 92 36 0 08 Apr 2018
Training Multi-organ Segmentation Networks with Sample Selection by Relaxed Upper Confident Bound Yan Wang Yuyin Zhou Peng Tang Wei Shen Elliot K. Fishman Alan Yuille OOD SSeg 61 27 0 07 Apr 2018
Exploring Multi-Branch and High-Level Semantic Networks for Improving Pedestrian Detection Jiale Cao Yanwei Pang Xuelong Li 51 10 0 03 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 93 246 0 02 Apr 2018
SampleAhead: Online Classifier-Sampler Communication for Learning from Synthesized Data Qi Chen Weichao Qiu Yi Zhang Lingxi Xie Alan Yuille 3DH 57 5 0 01 Apr 2018
Towards Human-Machine Cooperation: Self-supervised Sample Mining for Object Detection Keze Wang Xiaopeng Yan Dongyu Zhang Lei Zhang Liang Lin ObjD 131 102 0 27 Mar 2018
Detecting Heads using Feature Refine Net and Cascaded Multi-Scale Architecture Dezhi Peng Zikai Sun Zirong Chen Zirui Cai Lele Xie Lianwen Jin 79 61 0 25 Mar 2018
Speeding-up Object Detection Training for Robotics with FALKON Elisa Maiettini Giulia Pasquale Lorenzo Rosasco Lorenzo Natale ObjD 36 17 0 23 Mar 2018
Single-Shot Bidirectional Pyramid Networks for High-Quality Object Detection Xiongwei Wu Daoxin Zhang Jianke Zhu Guosheng Lin ObjD 52 33 0 22 Mar 2018
Improving Transferability of Adversarial Examples with Input Diversity Cihang Xie Zhishuai Zhang Yuyin Zhou Song Bai Jianyu Wang Zhou Ren Alan Yuille AAML 119 1,131 0 19 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 102 209 0 19 Mar 2018
Pseudo Mask Augmented Object Detection Xiangyu Zhao Shuang Liang Yichen Wei ObjD 68 42 0 15 Mar 2018
CNN-Based Automatic Urinary Particles Recognition Rui Kang Yixiong Liang Chunyan Lian Yuan Mao 44 42 0 06 Mar 2018
Focal Loss Dense Detector for Vehicle Surveillance Xiaoliang Wang Peng Cheng Xinchuan Liu Benedict Uzochukwu ObjD 52 21 0 03 Mar 2018
Simultaneous Traffic Sign Detection and Boundary Estimation using Convolutional Neural Network Hee Seok Lee Kang-jik Kim 74 130 0 27 Feb 2018
Seeing Small Faces from Robust Anchor's Perspective Chenchen Zhu R. Tao Khoa Luu Marios Savvides CVBM ObjD 68 112 0 25 Feb 2018
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation Pengyuan Lyu Cong Yao Wenhao Wu Shuicheng Yan X. Bai 94 319 0 25 Feb 2018
Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network for Real-time Embedded Object Detection A. Wong M. Shafiee Francis Li Brendan Chwyl ObjD 76 151 0 19 Feb 2018
Learning Determinantal Point Processes by Corrective Negative Sampling Zelda E. Mariet Mike Gartrell S. Sra 59 3 0 15 Feb 2018
Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks D. Weinshall Gad Cohen Dan Amir ODL 97 245 0 11 Feb 2018
Fine-Grained Land Use Classification at the City Scale Using Ground-Level Images Yi Zhu XueQing Deng Shawn D. Newsam 51 51 0 07 Feb 2018
Face Detection Using Improved Faster RCNN Changzheng Zhang Xiang Xu Dandan Tu CVBM ObjD 54 74 0 06 Feb 2018
Object Detection in Videos by High Quality Object Linking Peng Tang Chunyu Wang Xinggang Wang Wenyu Liu Wenjun Zeng Jingdong Wang 164 86 0 30 Jan 2018
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction Yuan Gao Jiayi Ma Mingbo Zhao Wen Liu Alan Yuille 96 254 0 25 Jan 2018
FOTS: Fast Oriented Text Spotting with a Unified Network Xuebo Liu Ding Liang Shipeng Yan Dagui Chen Yu Qiao Junjie Yan ObjD 100 500 0 05 Jan 2018
PixelLink: Detecting Scene Text via Instance Segmentation Dan Deng Haifeng Liu Xuelong Li Deng Cai ISeg 92 568 0 04 Jan 2018
Recurrent Pixel Embedding for Instance Grouping Shu Kong Charless C. Fowlkes 117 180 0 22 Dec 2017
Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks Siqi Yang Arnold Wiliem Shaokang Chen Brian C. Lovell CVBM AAML 61 3 0 22 Dec 2017
Video Object Detection with an Aligned Spatial-Temporal Memory Fanyi Xiao Yong Jae Lee 92 189 0 18 Dec 2017
Unsupervised Histopathology Image Synthesis L. Hou Ayush Agarwal Dimitris Samaras Tahsin M. Kurc Rajarsi R. Gupta Joel H. Saltz MedIm 52 64 0 13 Dec 2017
MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features Liang-Chieh Chen Alexander Hermans George Papandreou Florian Schroff Peng Wang Hartwig Adam ISeg 84 349 0 13 Dec 2017
Direction-aware Spatial Context Features for Shadow Detection Xiaowei Hu Lei Zhu Chi-Wing Fu J. Qin Pheng-Ann Heng 63 188 0 12 Dec 2017
FHEDN: A based on context modeling Feature Hierarchy Encoder-Decoder Network for face detection Zexun Zhou Zhongshi He Ziyu Chen Yuanyuan Jia Haiyan Wang Jinglong Du Dingding Chen CVBM 29 2 0 11 Dec 2017