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
SFA: Small Faces Attention Face Detector Shi Luo Xiong-fei Li Rui Zhu Xiaoli Zhang CVBM 42 18 0 20 Dec 2018
Unsupervised Video Object Segmentation with Distractor-Aware Online Adaptation Yeon-Chang Wang Jongmoo Choi Yueru Chen Siyang Li Qin Huang Kaitai Zhang Ming-Sui Lee C.-C. Jay Kuo VOS 46 7 0 19 Dec 2018
Learning Incremental Triplet Margin for Person Re-identification Yingying Zhang Qiaoyong Zhong Liang Ma Di Xie Shiliang Pu 64 42 0 17 Dec 2018
Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking Heng Fan Haibin Ling 87 373 0 14 Dec 2018
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 77 37 0 14 Dec 2018
FA-RPN: Floating Region Proposals for Face Detection Mahyar Najibi Bharat Singh L. Davis CVBM ObjD 144 41 0 13 Dec 2018
Theory of Curriculum Learning, with Convex Loss Functions D. Weinshall D. Amir 79 41 0 09 Dec 2018
Tube-CNN: Modeling temporal evolution of appearance for object detection in video Tuan-Hung Vu A. Osokin Ivan Laptev MedIm ViT 42 3 0 06 Dec 2018
Meta-Transfer Learning for Few-Shot Learning Qianru Sun Yaoyao Liu Tat-Seng Chua Bernt Schiele 227 1,075 0 06 Dec 2018
TextField: Learning A Deep Direction Field for Irregular Scene Text Detection Yongchao Xu Yukang Wang Wei Zhou Yongpan Wang Zhibo Yang X. Bai 93 253 0 04 Dec 2018
Learning RoI Transformer for Detecting Oriented Objects in Aerial Images Jian Ding Nan Xue Yang Long Gui-Song Xia Qikai Lu 79 172 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 64 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 142 29 0 28 Nov 2018
Integrated Object Detection and Tracking with Tracklet-Conditioned Detection Zheng Zhang Dazhi Cheng Xizhou Zhu Stephen Lin Jifeng Dai ObjD 87 48 0 27 Nov 2018
Fast Object Detection in Compressed Video Shiyao Wang Hongchao Lu Zhidong Deng ObjD 69 59 0 27 Nov 2018
Sampling Techniques for Large-Scale Object Detection from Sparsely Annotated Objects Yusuke Niitani Takuya Akiba Tommi Kerola Toru Ogawa Shotaro Sano Shuji Suzuki VLM 97 40 0 27 Nov 2018
Orthographic Feature Transform for Monocular 3D Object Detection Thomas Roddick Alex Kendall R. Cipolla 90 371 0 20 Nov 2018
Variance Suppression: Balanced Training Process in Deep Learning Tao Yi Xingxuan Wang 29 0 0 20 Nov 2018
Pixel-Anchor: A Fast Oriented Scene Text Detector with Combined Networks Yuan Li Yuanjie Yu Zefeng Li Yang-Tao Lin Meifang Xu Jiwei Li Xi Zhou ObjD 63 32 0 19 Nov 2018
Gradient Harmonized Single-stage Detector Buyu Li Yu Liu Xiaogang Wang ObjD 71 532 0 13 Nov 2018
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network Qijie Zhao Tao Sheng Yongtao Wang Zhi Tang Ying-Cong Chen Lingyi Cai Haibin Ling ObjD 63 801 0 12 Nov 2018
Tattoo Image Search at Scale: Joint Detection and Compact Representation Learning Hu Han Jiajian Li Anil K. Jain Shiguang Shan Xilin Chen MedIm 59 34 0 01 Nov 2018
ScratchDet: Training Single-Shot Object Detectors from Scratch Rui Zhu Shifeng Zhang Xiaobo Wang Longyin Wen Hailin Shi Liefeng Bo Tao Mei ObjD 115 125 0 19 Oct 2018
Salience Biased Loss for Object Detection in Aerial Images Peng Sun Guang Chen Luke M. Guerdan Yi Shang 59 18 0 18 Oct 2018
BshapeNet: Object Detection and Instance Segmentation with Bounding Shape Masks B. Kang Ha Young Kim 3DPC ObjD ISeg 79 36 0 15 Oct 2018
Decoupled Classification Refinement: Hard False Positive Suppression for Object Detection Bowen Cheng Yunchao Wei Rogerio Feris Jinjun Xiong Wen-mei W. Hwu Thomas Huang Humphrey Shi ObjD 69 48 0 05 Oct 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 158 125 0 10 Sep 2018
Automated Strabismus Detection for Telemedicine Applications Jiewei Lu Zhun Fan C. Zheng Jingan Feng Longtao Huang Wenji Li E. Goodman 38 17 0 09 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 232 2,467 0 06 Sep 2018
Deep Feature Pyramid Reconfiguration for Object Detection Tao Kong F. Sun Wen-bing Huang Huaping Liu ObjD 94 202 0 24 Aug 2018
Manipulating Attributes of Natural Scenes via Hallucination Levent Karacan Zeynep Akata Aykut Erdem Erkut Erdem 65 23 0 22 Aug 2018
A Survey of Modern Object Detection Literature using Deep Learning K. Chahal Kuntal Dey ObjD 48 36 0 22 Aug 2018
Self-supervised learning of a facial attribute embedding from video Olivia Wiles A. Sophia Koepke Andrew Zisserman CVBM SSL 86 133 0 21 Aug 2018
Fast and Accurate, Convolutional Neural Network Based Approach for Object Detection from UAV Xiaoliang Wang Peng Cheng Xinchuan Liu Benedict Uzochukwu 46 49 0 16 Aug 2018
SAN: Learning Relationship between Convolutional Features for Multi-Scale Object Detection Y. Kim Bong-Nam Kang Daijin Kim ObjD 76 54 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 120 63 0 13 Aug 2018
Toward Scale-Invariance and Position-Sensitive Region Proposal Networks Hsueh-Fu Lu Xiaofei Du Ping-Lin Chang ObjD 52 6 0 25 Jul 2018
Example Mining for Incremental Learning in Medical Imaging Pratyush Kumar Muktabh Mayank Srivastava OOD CLL 27 13 0 24 Jul 2018
SySeVR: A Framework for Using Deep Learning to Detect Software Vulnerabilities Zerui Li Deqing Zou Shouhuai Xu Hai Jin Yawei Zhu Zhaoxuan Chen 98 524 0 18 Jul 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 179 4,031 0 15 Jul 2018
Auto-Context R-CNN Bo Li Tianfu Wu Lun Zhang Rufeng Chu ObjD 65 8 0 08 Jul 2018
Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery S. Azimi E. Vig R. Bahmanyar Marco Körner P. Reinartz ObjD 90 299 0 07 Jul 2018
A Fully Convolutional Two-Stream Fusion Network for Interactive Image Segmentation Yang Hu Andrea Soltoggio R. Lock Steve Carter 143 92 0 06 Jul 2018
TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes Shangbang Long Jiaqiang Ruan Weinan Zhang Xin He Wenhao Wu Cong Yao 106 515 0 04 Jul 2018
ModaNet: A Large-Scale Street Fashion Dataset with Polygon Annotations Shuai Zheng Fan Yang M. Kiapour Robinson Piramuthu 124 139 0 03 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 117 33 0 30 Jun 2018
Detecting Mammals in UAV Images: Best Practices to address a substantially Imbalanced Dataset with Deep Learning B. Kellenberger Diego Marcos D. Tuia 89 267 0 29 Jun 2018
3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation Yijie Huang Qi Dou Zixian Wang Li-Zhi Liu Ying Jin Chaozhuo Li Lisheng Wang Hao Chen R. Xu 77 58 0 27 Jun 2018
Fluid Annotation: A Human-Machine Collaboration Interface for Full Image Annotation Mykhaylo Andriluka J. Uijlings V. Ferrari VLM 128 81 0 20 Jun 2018
Soft Sampling for Robust Object Detection Zhe Wu Navaneeth Bodla Bharat Singh Mahyar Najibi Rama Chellappa L. Davis ObjD 66 72 0 18 Jun 2018