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Training Region-based Object Detectors with Online Hard Example Mining

Training Region-based Object Detectors with Online Hard Example Mining

12 April 2016
Abhinav Shrivastava
Abhinav Gupta
Ross B. Girshick
    ObjD
ArXiv (abs)PDFHTML

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

50 / 936 papers shown
The EuroCity Persons Dataset: A Novel Benchmark for Object Detection
The EuroCity Persons Dataset: A Novel Benchmark for Object Detection
Markus Braun
Sebastian Krebs
F. Flohr
D. Gavrila
ObjD
254
246
0
18 May 2018
Counterexample-Guided Data Augmentation
Counterexample-Guided Data Augmentation
T. Dreossi
Shromona Ghosh
Xiangyu Yue
Kurt Keutzer
Alberto L. Sangiovanni-Vincentelli
Sanjit A. Seshia
AAML
115
68
0
17 May 2018
Resisting Large Data Variations via Introspective Transformation Network
Resisting Large Data Variations via Introspective Transformation Network
Yunhan Zhao
Ye Tian
Charless C. Fowlkes
Wei Shen
Alan Yuille
203
1
0
16 May 2018
Direction-aware Spatial Context Features for Shadow Detection and
  Removal
Direction-aware Spatial Context Features for Shadow Detection and Removal
Xiaowei Hu
Chi-Wing Fu
Lei Zhu
J. Qin
Pheng-Ann Heng
206
243
0
12 May 2018
Adversarial Contrastive Estimation
Adversarial Contrastive Estimation
A. Bose
Huan Ling
Yanshuai Cao
155
59
0
09 May 2018
Quantization Mimic: Towards Very Tiny CNN for Object Detection
Quantization Mimic: Towards Very Tiny CNN for Object Detection
Yi Wei
Xinyu Pan
Hongwei Qin
Wanli Ouyang
Junjie Yan
ObjD
422
96
0
06 May 2018
Learnable PINs: Cross-Modal Embeddings for Person Identity
Learnable PINs: Cross-Modal Embeddings for Person Identity
Arsha Nagrani
Samuel Albanie
Andrew Zisserman
SSL
234
164
0
02 May 2018
Imbalanced Deep Learning by Minority Class Incremental Rectification
Imbalanced Deep Learning by Minority Class Incremental Rectification
Qi Dong
S. Gong
Xiatian Zhu
180
355
0
28 Apr 2018
Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset
  and Baseline Results
Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results
Hajime Nada
Vishwanath A. Sindagi
Chentao Song
Vishal M. Patel
CVBM
284
81
0
26 Apr 2018
MVTec D2S: Densely Segmented Supermarket Dataset
MVTec D2S: Densely Segmented Supermarket DatasetEuropean Conference on Computer Vision (ECCV), 2018
P. Follmann
T. Böttger
Philipp Härtinger
Rebecca König
Markus Ulrich
3DV
189
91
0
23 Apr 2018
DetNet: A Backbone network for Object Detection
DetNet: A Backbone network for Object Detection
Zeming Li
Chao Peng
Gang Yu
Xiangyu Zhang
Yangdong Deng
Jian Sun
ObjD
273
279
0
17 Apr 2018
VITAL: VIsual Tracking via Adversarial Learning
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
GANAAML
198
527
0
12 Apr 2018
Loss Rank Mining: A General Hard Example Mining Method for Real-time
  Detectors
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
107
28
0
10 Apr 2018
Active Mini-Batch Sampling using Repulsive Point Processes
Active Mini-Batch Sampling using Repulsive Point Processes
Cheng Zhang
Steven Chacko
Stephan Mandt
G. Salvi
237
39
0
08 Apr 2018
Training Multi-organ Segmentation Networks with Sample Selection by
  Relaxed Upper Confident Bound
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
OODSSeg
162
27
0
07 Apr 2018
Exploring Multi-Branch and High-Level Semantic Networks for Improving
  Pedestrian Detection
Exploring Multi-Branch and High-Level Semantic Networks for Improving Pedestrian Detection
Jiale Cao
Yanwei Pang
Xuelong Li
153
11
0
03 Apr 2018
SINet: A Scale-insensitive Convolutional Neural Network for Fast Vehicle
  Detection
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
240
267
0
02 Apr 2018
SampleAhead: Online Classifier-Sampler Communication for Learning from
  Synthesized Data
SampleAhead: Online Classifier-Sampler Communication for Learning from Synthesized Data
Qi Chen
Weichao Qiu
Yi Zhang
Lingxi Xie
Alan Yuille
3DH
142
5
0
01 Apr 2018
Memory Warps for Learning Long-Term Online Video Representations
Memory Warps for Learning Long-Term Online Video Representations
Tuan-Hung Vu
Wongun Choi
S. Schulter
Manmohan Chandraker
94
11
0
28 Mar 2018
Towards Human-Machine Cooperation: Self-supervised Sample Mining for
  Object Detection
Towards Human-Machine Cooperation: Self-supervised Sample Mining for Object Detection
Keze Wang
Xiaopeng Yan
Dongyu Zhang
Lei Zhang
Liang Lin
ObjD
247
108
0
27 Mar 2018
Detecting Heads using Feature Refine Net and Cascaded Multi-Scale
  Architecture
Detecting Heads using Feature Refine Net and Cascaded Multi-Scale Architecture
Dezhi Peng
Zikai Sun
Zirong Chen
Zirui Cai
Lele Xie
Lianwen Jin
247
70
0
25 Mar 2018
Speeding-up Object Detection Training for Robotics with FALKON
Speeding-up Object Detection Training for Robotics with FALKON
Elisa Maiettini
Giulia Pasquale
Lorenzo Rosasco
Lorenzo Natale
ObjD
125
17
0
23 Mar 2018
Single-Shot Bidirectional Pyramid Networks for High-Quality Object
  Detection
Single-Shot Bidirectional Pyramid Networks for High-Quality Object Detection
Xiongwei Wu
Daoxin Zhang
Jianke Zhu
Guosheng Lin
ObjD
167
33
0
22 Mar 2018
Dynamic Filtering with Large Sampling Field for ConvNets
Dynamic Filtering with Large Sampling Field for ConvNets
Jialin Wu
Daiyang Li
Yuzhou Nie
Minh Nguyen
Xiangyang Ji
222
9
0
20 Mar 2018
Improving Transferability of Adversarial Examples with Input Diversity
Improving Transferability of Adversarial Examples with Input Diversity
Cihang Xie
Zhishuai Zhang
Yuyin Zhou
Song Bai
Jianyu Wang
Zhou Ren
Alan Yuille
AAML
463
1,309
0
19 Mar 2018
Revisiting RCNN: On Awakening the Classification Power of Faster RCNN
Revisiting RCNN: On Awakening the Classification Power of Faster RCNN
Bowen Cheng
Yunchao Wei
Humphrey Shi
Rogerio Feris
Jinjun Xiong
Thomas Huang
ObjD
349
228
0
19 Mar 2018
Pseudo Mask Augmented Object Detection
Pseudo Mask Augmented Object Detection
Xiangyu Zhao
Shuang Liang
Yichen Wei
ObjD
211
47
0
15 Mar 2018
CNN-Based Automatic Urinary Particles Recognition
CNN-Based Automatic Urinary Particles Recognition
Rui Kang
Yixiong Liang
Chunyan Lian
Yuan Mao
112
47
0
06 Mar 2018
Focal Loss Dense Detector for Vehicle Surveillance
Focal Loss Dense Detector for Vehicle Surveillance
Xiaoliang Wang
Peng Cheng
Xinchuan Liu
Benedict Uzochukwu
ObjD
150
22
0
03 Mar 2018
Simultaneous Traffic Sign Detection and Boundary Estimation using
  Convolutional Neural Network
Simultaneous Traffic Sign Detection and Boundary Estimation using Convolutional Neural Network
Hee Seok Lee
Kang-jik Kim
167
137
0
27 Feb 2018
Mixed Supervised Object Detection with Robust Objectness Transfer
Mixed Supervised Object Detection with Robust Objectness TransferIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018
Yan-Ran Li
Junge Zhang
Kaiqi Huang
Jianguo Zhang
WSOD
301
39
0
27 Feb 2018
Seeing Small Faces from Robust Anchor's Perspective
Seeing Small Faces from Robust Anchor's Perspective
Chenchen Zhu
R. Tao
Khoa Luu
Marios Savvides
CVBMObjD
123
115
0
25 Feb 2018
Multi-Oriented Scene Text Detection via Corner Localization and Region
  Segmentation
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation
Pengyuan Lyu
Cong Yao
Wenhao Wu
Shuicheng Yan
X. Bai
237
339
0
25 Feb 2018
Detecting Small, Densely Distributed Objects with Filter-Amplifier Networks and Loss Boosting
Zhenhua Chen
David J. Crandall
R. Templeman
ObjD
77
4
0
21 Feb 2018
Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network
  for Real-time Embedded Object Detection
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
141
162
0
19 Feb 2018
Learning Determinantal Point Processes by Corrective Negative Sampling
Learning Determinantal Point Processes by Corrective Negative Sampling
Zelda E. Mariet
Mike Gartrell
S. Sra
276
3
0
15 Feb 2018
Online Variance Reduction for Stochastic Optimization
Online Variance Reduction for Stochastic Optimization
Zalan Borsos
Andreas Krause
Kfir Y. Levy
246
25
0
13 Feb 2018
Object Detection with Mask-based Feature Encoding
Object Detection with Mask-based Feature Encoding
Xiaochuan Fan
Hao Guo
Kang Zheng
Wei Feng
Song Wang
ObjD
98
3
0
12 Feb 2018
Curriculum Learning by Transfer Learning: Theory and Experiments with
  Deep Networks
Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks
D. Weinshall
Gad Cohen
Dan Amir
ODL
323
272
0
11 Feb 2018
Fine-Grained Land Use Classification at the City Scale Using
  Ground-Level Images
Fine-Grained Land Use Classification at the City Scale Using Ground-Level Images
Yi Zhu
XueQing Deng
Shawn D. Newsam
112
55
0
07 Feb 2018
Face Detection Using Improved Faster RCNN
Face Detection Using Improved Faster RCNN
Changzheng Zhang
Xiang Xu
Dandan Tu
CVBMObjD
138
76
0
06 Feb 2018
Object Detection in Videos by High Quality Object Linking
Object Detection in Videos by High Quality Object Linking
Peng Tang
Chunyu Wang
Xinggang Wang
Wenyu Liu
Wenjun Zeng
Jingdong Wang
362
93
0
30 Jan 2018
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural
  Discriminative Dimensionality Reduction
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction
Yuan Gao
Jiayi Ma
Mingbo Zhao
Wen Liu
Alan Yuille
297
287
0
25 Jan 2018
FOTS: Fast Oriented Text Spotting with a Unified Network
FOTS: Fast Oriented Text Spotting with a Unified Network
Xuebo Liu
Ding Liang
Shipeng Yan
Dagui Chen
Yu Qiao
Junjie Yan
ObjD
278
523
0
05 Jan 2018
PixelLink: Detecting Scene Text via Instance Segmentation
PixelLink: Detecting Scene Text via Instance Segmentation
Dan Deng
Haifeng Liu
Xuelong Li
Deng Cai
ISeg
245
592
0
04 Jan 2018
Recurrent Pixel Embedding for Instance Grouping
Recurrent Pixel Embedding for Instance Grouping
Shu Kong
Charless C. Fowlkes
281
184
0
22 Dec 2017
Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks
Using LIP to Gloss Over Faces in Single-Stage Face Detection NetworksEuropean Conference on Computer Vision (ECCV), 2017
Siqi Yang
Arnold Wiliem
Shaokang Chen
Brian C. Lovell
CVBMAAML
151
3
0
22 Dec 2017
Video Object Detection with an Aligned Spatial-Temporal Memory
Video Object Detection with an Aligned Spatial-Temporal Memory
Fanyi Xiao
Yong Jae Lee
215
198
0
18 Dec 2017
Unsupervised Histopathology Image Synthesis
Unsupervised Histopathology Image Synthesis
L. Hou
Ayush Agarwal
Dimitris Samaras
Tahsin M. Kurc
Rajarsi R. Gupta
Joel H. Saltz
MedIm
137
65
0
13 Dec 2017
MaskLab: Instance Segmentation by Refining Object Detection with
  Semantic and Direction Features
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
247
365
0
13 Dec 2017
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