Rethinking Classification and Localization for Object Detection

13 April 2019

Yue Wu

Yinpeng Chen

Lu Yuan

Zicheng Liu

Papers citing "Rethinking Classification and Localization for Object Detection"

47 / 47 papers shown

Title
Rethinking Features-Fused-Pyramid-Neck for Object Detection Hulin Li 86 0 0 19 May 2025
WalnutData: A UAV Remote Sensing Dataset of Green Walnuts and Model Evaluation Mingjie Wu Chenggui Yang Huihua Wang Chen Xue Yibo Wang ... Yuqi Han R. Li Lijun Yun Zaiqing Chen Siyang Song 91 0 0 27 Feb 2025
Dual-Head Knowledge Distillation: Enhancing Logits Utilization with an Auxiliary Head Penghui Yang Chen-Chen Zong Sheng-Jun Huang Lei Feng Bo An 63 1 0 13 Nov 2024
A DeNoising FPN With Transformer R-CNN for Tiny Object Detection Hou-I Liu Yu-Wen Tseng Kai-Cheng Chang Pin-Jyun Wang Hong-Han Shuai Wen-Huang Cheng ViT ObjD 86 25 0 09 Jun 2024
Revisiting the Sibling Head in Object Detector Guanglu Song Yu Liu Xiaogang Wang ObjD 200 348 0 17 Mar 2020
Rethinking Classification and Localization for Cascade R-CNN Ang Li Xue Yang Chongyang Zhang ObjD 18 6 0 27 Jul 2019
Towards Adversarially Robust Object Detection Haichao Zhang Jianyu Wang AAML ObjD 85 130 0 24 Jul 2019
CornerNet-Lite: Efficient Keypoint Based Object Detection Hei Law Yun Teng Olga Russakovsky Jia Deng 41 174 0 18 Apr 2019
CenterNet: Keypoint Triplets for Object Detection Kaiwen Duan S. Bai Lingxi Xie H. Qi Qingming Huang Q. Tian NoLa 88 2,663 0 17 Apr 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 74 3,240 0 16 Apr 2019
Mask Scoring R-CNN Zhaojin Huang Lichao Huang Yongchao Gong Chang Huang Xinggang Wang ISeg SSeg 52 909 0 01 Mar 2019
Bottom-up Object Detection by Grouping Extreme and Center Points Xingyi Zhou Jiacheng Zhuo Philipp Krahenbuhl ObjD 76 861 0 23 Jan 2019
Scale-Aware Trident Networks for Object Detection Yanghao Li Yuntao Chen Naiyan Wang Zhaoxiang Zhang ObjD 68 880 0 07 Jan 2019
Deformable ConvNets v2: More Deformable, Better Results Xizhou Zhu Han Hu Stephen Lin Jifeng Dai ObjD 75 1,998 0 27 Nov 2018
Bounding Box Regression with Uncertainty for Accurate Object Detection Yihui He Chenchen Zhu Jianren Wang Marios Savvides Xinming Zhang ObjD 65 466 0 23 Sep 2018
CornerNet: Detecting Objects as Paired Keypoints Hei Law Jia Deng ObjD 42 3,598 0 03 Aug 2018
Acquisition of Localization Confidence for Accurate Object Detection Borui Jiang Ruixuan Luo Jiayuan Mao Tete Xiao Yuning Jiang ObjD 33 850 0 30 Jul 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design Ningning Ma Xiangyu Zhang Haitao Zheng Jian Sun 110 4,957 0 30 Jul 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 38 21,306 0 08 Apr 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 103 19,124 0 13 Jan 2018
Deep Regionlets for Object Detection Hongyu Xu Xutao Lv Xiaoyu Wang Zhou Ren Navaneeth Bodla Rama Chellappa ObjD 46 66 0 06 Dec 2017
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 94 4,885 0 03 Dec 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 172 8,867 0 21 Nov 2017
Light-Head R-CNN: In Defense of Two-Stage Object Detector Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian Sun ObjD 31 366 0 20 Nov 2017
Improving Object Localization with Fitness NMS and Bounded IoU Loss Lachlan Tychsen-Smith L. Petersson 28 176 0 01 Nov 2017
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices Xiangyu Zhang Xinyu Zhou Mengxiao Lin Jian Sun AI4TS 106 6,830 0 04 Jul 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.0K 20,692 0 17 Apr 2017
Soft-NMS -- Improving Object Detection With One Line of Code Navaneeth Bodla Bharat Singh Rama Chellappa L. Davis ObjD 41 1,778 0 14 Apr 2017
DeNet: Scalable Real-time Object Detection with Directed Sparse Sampling Lachlan Tychsen-Smith L. Petersson ObjD 39 113 0 30 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 229 27,018 0 20 Mar 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 166 5,291 0 17 Mar 2017
DSSD : Deconvolutional Single Shot Detector Cheng-Yang Fu Wen Liu A. Ranga A. Tyagi Alexander C. Berg ObjD 74 1,909 0 23 Jan 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 129 15,535 0 25 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 386 21,951 0 09 Dec 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 69 5,627 0 20 May 2016
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 52 1,206 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.0K 192,638 0 10 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 108 29,646 0 08 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 502 36,643 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 348 61,900 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 234 24,933 0 30 Apr 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 212 43,154 0 11 Feb 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 655 99,991 0 04 Sep 2014
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 189 11,183 0 18 Jun 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 154 43,290 0 01 May 2014
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks P. Sermanet David Eigen Xiang Zhang Michaël Mathieu Rob Fergus Yann LeCun ObjD 77 4,999 0 21 Dec 2013
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 174 26,091 0 11 Nov 2013