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Faster R-CNN: Towards Real-Time Object Detection with Region Proposal
  Networks
v1v2v3 (latest)

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015
4 June 2015
Shaoqing Ren
Kaiming He
Ross B. Girshick
Jian Sun
    AIMatObjD
ArXiv (abs)PDFHTML

Papers citing "Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks"

50 / 13,004 papers shown
Title
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and
  Recurrent Neural Networks
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks
Sean Bell
C. L. Zitnick
Kavita Bala
Ross B. Girshick
ObjD
226
1,250
0
14 Dec 2015
Deep Residual Learning for Image Recognition
Deep Residual Learning for Image Recognition
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
MedIm
3.6K
215,113
0
10 Dec 2015
SSD: Single Shot MultiBox Detector
SSD: Single Shot MultiBox Detector
Wen Liu
Dragomir Anguelov
D. Erhan
Christian Szegedy
Scott E. Reed
Cheng-Yang Fu
Alexander C. Berg
ObjDBDL
2.1K
33,058
0
08 Dec 2015
A Restricted Visual Turing Test for Deep Scene and Event Understanding
A Restricted Visual Turing Test for Deep Scene and Event Understanding
Qi
Tianfu Wu
M. Lee
Song-Chun Zhu
179
12
0
06 Dec 2015
Recurrent Instance Segmentation
Recurrent Instance Segmentation
Bernardino Romera-Paredes
Juil Sock
SSeg
279
334
0
25 Nov 2015
Higher Order Conditional Random Fields in Deep Neural Networks
Higher Order Conditional Random Fields in Deep Neural Networks
Anurag Arnab
Sadeep Jayasumana
Shuai Zheng
Juil Sock
SSeg
452
232
0
25 Nov 2015
Weakly Supervised Object Boundaries
Weakly Supervised Object Boundaries
Anna Khoreva
Rodrigo Benenson
Mohamed Omran
Matthias Hein
Bernt Schiele
149
46
0
24 Nov 2015
LocNet: Improving Localization Accuracy for Object Detection
LocNet: Improving Localization Accuracy for Object Detection
Spyros Gidaris
N. Komodakis
ObjD
244
147
0
24 Nov 2015
DenseCap: Fully Convolutional Localization Networks for Dense Captioning
DenseCap: Fully Convolutional Localization Networks for Dense Captioning
Justin Johnson
A. Karpathy
Li Fei-Fei
VLM
269
1,211
0
24 Nov 2015
DeePM: A Deep Part-Based Model for Object Detection and Semantic Part
  Localization
DeePM: A Deep Part-Based Model for Object Detection and Semantic Part Localization
Jun Zhu
Xianjie Chen
Alan Yuille
ObjD
198
23
0
23 Nov 2015
End-to-end Learning of Action Detection from Frame Glimpses in Videos
End-to-end Learning of Action Detection from Frame Glimpses in Videos
Serena Yeung
Olga Russakovsky
Greg Mori
Li Fei-Fei
EgoV
365
622
0
22 Nov 2015
Zoom Better to See Clearer: Human and Object Parsing with Hierarchical
  Auto-Zoom Net
Zoom Better to See Clearer: Human and Object Parsing with Hierarchical Auto-Zoom Net
Fangting Xia
Peng Wang
Liang-Chieh Chen
Alan Yuille
275
171
0
21 Nov 2015
Learning to decompose for object detection and instance segmentation
Learning to decompose for object detection and instance segmentation
Eunbyung Park
Alexander C. Berg
227
25
0
19 Nov 2015
A convnet for non-maximum suppression
A convnet for non-maximum suppression
J. Hosang
Rodrigo Benenson
Bernt Schiele
214
77
0
19 Nov 2015
Active Object Localization with Deep Reinforcement Learning
Active Object Localization with Deep Reinforcement Learning
Juan C. Caicedo
Svetlana Lazebnik
ObjD
192
454
0
18 Nov 2015
Particular object retrieval with integral max-pooling of CNN activations
Particular object retrieval with integral max-pooling of CNN activations
Giorgos Tolias
R. Sicre
Edouard Grave
272
1,004
0
18 Nov 2015
Compositional Memory for Visual Question Answering
Compositional Memory for Visual Question Answering
Aiwen Jiang
Fang Wang
Fatih Porikli
Yi Li
CoGe
101
43
0
18 Nov 2015
Reversible Recursive Instance-level Object Segmentation
Reversible Recursive Instance-level Object Segmentation
Xiaodan Liang
Yunchao Wei
Xiaohui Shen
Zequn Jie
Jiashi Feng
Liang Lin
Shuicheng Yan
SSegISeg
108
60
0
14 Nov 2015
Sequential Optimization for Efficient High-Quality Object Proposal
  Generation
Sequential Optimization for Efficient High-Quality Object Proposal Generation
Ziming Zhang
Yun-Hai Liu
Xi Chen
Y. Zhu
Ming-Ming Cheng
Venkatesh Saligrama
Juil Sock
208
39
0
14 Nov 2015
Learning Dense Convolutional Embeddings for Semantic Segmentation
Learning Dense Convolutional Embeddings for Semantic Segmentation
Adam W. Harley
Konstantinos G. Derpanis
Iasonas Kokkinos
SSeg
261
18
0
13 Nov 2015
UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and
  Tracking
UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and Tracking
Longyin Wen
Dawei Du
Zhaowei Cai
Zhen Lei
Ming-Ching Chang
H. Qi
Jongwoo Lim
Ming-Hsuan Yang
Siwei Lyu
VOT
307
639
0
13 Nov 2015
Human Curation and Convnets: Powering Item-to-Item Recommendations on
  Pinterest
Human Curation and Convnets: Powering Item-to-Item Recommendations on Pinterest
Dmitry Kislyuk
Yuchen Liu
David C. Liu
Eric Tzeng
Yushi Jing
126
12
0
12 Nov 2015
LOGO-Net: Large-scale Deep Logo Detection and Brand Recognition with
  Deep Region-based Convolutional Networks
LOGO-Net: Large-scale Deep Logo Detection and Brand Recognition with Deep Region-based Convolutional Networks
Guosheng Lin
Xiongwei Wu
Hantang Liu
Yue Wu
Huiqiong Wang
Hui Xue
Qiang Wu
ObjD
194
81
0
08 Nov 2015
Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images
Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images
Shuran Song
Jianxiong Xiao
3DPC
318
699
0
07 Nov 2015
Fingertip in the Eye: A cascaded CNN pipeline for the real-time
  fingertip detection in egocentric videos
Fingertip in the Eye: A cascaded CNN pipeline for the real-time fingertip detection in egocentric videos
Xiaorui Liu
Yichao Huang
Xin Zhang
Lianwen Jin
134
14
0
07 Nov 2015
Recovering hard-to-find object instances by sampling context-based
  object proposals
Recovering hard-to-find object instances by sampling context-based object proposals
José Oramas
Tinne Tuytelaars
235
8
0
05 Nov 2015
Scale-aware Fast R-CNN for Pedestrian Detection
Scale-aware Fast R-CNN for Pedestrian Detection
Jianan Li
Xiaodan Liang
Shengmei Shen
Tingfa Xu
Jiashi Feng
Shuicheng Yan
ObjD
318
823
0
28 Oct 2015
DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object
  Detection
DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection
Xi Li
Liming Zhao
Lina Wei
Ming-Hsuan Yang
Leilei Gan
Yueting Zhuang
Haibin Ling
Jingdong Wang
229
507
0
19 Oct 2015
DenseBox: Unifying Landmark Localization with End to End Object
  Detection
DenseBox: Unifying Landmark Localization with End to End Object Detection
Lichao Huang
Yi Yang
Yafeng Deng
Yinan Yu
ObjD
247
483
0
16 Sep 2015
Proposal-free Network for Instance-level Object Segmentation
Proposal-free Network for Instance-level Object Segmentation
Xiaodan Liang
Yunchao Wei
Xiaohui Shen
Jianchao Yang
Liang Lin
Shuicheng Yan
SSeg
193
238
0
09 Sep 2015
Semantic Amodal Segmentation
Semantic Amodal Segmentation
Yan Zhu
Yuandong Tian
Dimitris N. Metaxas
Piotr Dollár
VLM
209
192
0
04 Sep 2015
Indexing of CNN Features for Large Scale Image Search
Indexing of CNN Features for Large Scale Image Search
Ruoyu Liu
Yao-Min Zhao
Shikui Wei
Lixin Liao
303
39
0
02 Aug 2015
Mapping Auto-context Decision Forests to Deep ConvNets for Semantic
  Segmentation
Mapping Auto-context Decision Forests to Deep ConvNets for Semantic SegmentationBritish Machine Vision Conference (BMVC), 2015
D. L. Richmond
Dagmar Kainmüller
M. Yang
E. Myers
Carsten Rother
SSeg
230
14
0
27 Jul 2015
Discovering Characteristic Landmarks on Ancient Coins using
  Convolutional Networks
Discovering Characteristic Landmarks on Ancient Coins using Convolutional Networks
Jongpil Kim
Vladimir Pavlovic
117
17
0
30 Jun 2015
Learning to Segment Object Candidates
Learning to Segment Object Candidates
Pedro H. O. Pinheiro
R. Collobert
Piotr Dollar
SSeg
260
813
0
20 Jun 2015
End-to-end people detection in crowded scenes
End-to-end people detection in crowded scenesComputer Vision and Pattern Recognition (CVPR), 2015
Russell Stewart
Mykhaylo Andriluka
393
571
0
16 Jun 2015
You Only Look Once: Unified, Real-Time Object Detection
You Only Look Once: Unified, Real-Time Object DetectionComputer Vision and Pattern Recognition (CVPR), 2015
Joseph Redmon
S. Divvala
Ross B. Girshick
Ali Farhadi
ObjD
1.4K
42,037
0
08 Jun 2015
Unsupervised Learning on Neural Network Outputs: with Application in
  Zero-shot Learning
Unsupervised Learning on Neural Network Outputs: with Application in Zero-shot LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2015
Yao Lu
SSL
430
39
0
02 Jun 2015
Accelerating Very Deep Convolutional Networks for Classification and
  Detection
Accelerating Very Deep Convolutional Networks for Classification and DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015
Xinming Zhang
Jianhua Zou
Kaiming He
Jian Sun
242
827
0
26 May 2015
An Empirical Evaluation of Current Convolutional Architectures' Ability
  to Manage Nuisance Location and Scale Variability
An Empirical Evaluation of Current Convolutional Architectures' Ability to Manage Nuisance Location and Scale VariabilityComputer Vision and Pattern Recognition (CVPR), 2015
Nikolaos Karianakis
Jingming Dong
Stefano Soatto
200
15
0
26 May 2015
Object-Proposal Evaluation Protocol is 'Gameable'
Object-Proposal Evaluation Protocol is 'Gameable'Computer Vision and Pattern Recognition (CVPR), 2015
Neelima Chavali
Harsh Agrawal
Aroma Mahendru
Dhruv Batra
302
84
0
21 May 2015
Multi-scale Volumes for Deep Object Detection and Localization
Multi-scale Volumes for Deep Object Detection and Localization
Eshed Ohn-Bar
Mohan M. Trivedi
ObjD
184
36
0
14 May 2015
DeepBox: Learning Objectness with Convolutional Networks
DeepBox: Learning Objectness with Convolutional Networks
Weicheng Kuo
Bharath Hariharan
Jitendra Malik
ObjD
138
184
0
08 May 2015
Object detection via a multi-region & semantic segmentation-aware CNN
  model
Object detection via a multi-region & semantic segmentation-aware CNN model
Spyros Gidaris
N. Komodakis
ObjDSSeg
290
760
0
07 May 2015
Bilinear CNNs for Fine-grained Visual Recognition
Bilinear CNNs for Fine-grained Visual Recognition
Tsung-Yu Lin
Aruni RoyChowdhury
Subhransu Maji
644
1,987
0
29 Apr 2015
Object Detection Networks on Convolutional Feature Maps
Object Detection Networks on Convolutional Feature Maps
Shaoqing Ren
Kaiming He
Ross B. Girshick
Xinming Zhang
Jian Sun
ObjD
288
424
0
23 Apr 2015
DeepTrack: Learning Discriminative Feature Representations Online for
  Robust Visual Tracking
DeepTrack: Learning Discriminative Feature Representations Online for Robust Visual Tracking
Hanxi Li
Yi Li
Fatih Porikli
OOD
212
273
0
28 Feb 2015
What makes for effective detection proposals?
What makes for effective detection proposals?
J. Hosang
Rodrigo Benenson
Piotr Dollár
Bernt Schiele
ObjD
381
762
0
17 Feb 2015
Object Proposal with Kernelized Partial Ranking
Object Proposal with Kernelized Partial Ranking
Jing Wang
Jie Shen
Ping Li
284
2
0
05 Feb 2015
Parametric Image Segmentation of Humans with Structural Shape Priors
Parametric Image Segmentation of Humans with Structural Shape Priors
A. Popa
C. Sminchisescu
3DH
116
5
0
27 Jan 2015
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