Recent Advances in Deep Learning for Object Detection

10 August 2019

Papers citing "Recent Advances in Deep Learning for Object Detection"

50 / 210 papers shown

Title
Training Region-based Object Detectors with Online Hard Example Mining Abhinav Shrivastava Abhinav Gupta Ross B. Girshick ObjD 157 2,422 0 12 Apr 2016
CRAFT Objects from Images Bin Yang Junjie Yan Zhen Lei Stan Z. Li ObjD 72 123 0 12 Apr 2016
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao CVBM 178 4,979 0 11 Apr 2016
A MultiPath Network for Object Detection Sergey Zagoruyko Adam Lerer Nayeon Lee Pedro H. O. Pinheiro Sam Gross Soumith Chintala Piotr Dollár ObjD 75 215 0 07 Apr 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,654 0 06 Apr 2016
HyperNet: Towards Accurate Region Proposal Generation and Joint Object Detection Tao Kong Anbang Yao Yurong Chen F. Sun ObjD 84 812 0 03 Apr 2016
Object Skeleton Extraction in Natural Images by Fusing Scale-associated Deep Side Outputs Wei Shen Kai Zhao Yuan Jiang Yan Wang Zhijiang Zhang X. Bai 47 104 0 31 Mar 2016
Learning to Refine Object Segments Pedro H. O. Pinheiro Nayeon Lee R. Collobert Piotr Dollàr SSeg 71 854 0 29 Mar 2016
Attentive Contexts for Object Detection Jianan Li Yunchao Wei Xiaodan Liang Jian Dong Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 68 222 0 24 Mar 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 119 5,037 0 22 Mar 2016
Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units Wenling Shang Kihyuk Sohn Diogo Almeida Honglak Lee 74 506 0 16 Mar 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 354 10,196 0 16 Mar 2016
Seq-NMS for Video Object Detection Wei Han Pooya Khorrami T. Paine Prajit Ramachandran Mohammad Babaeizadeh Humphrey Shi Jianan Li Shuicheng Yan Thomas S. Huang 59 301 0 26 Feb 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 382 14,268 0 23 Feb 2016
Adaptive Object Detection Using Adjacency and Zoom Prediction Y. Lu T. Javidi Svetlana Lazebnik ObjD 58 76 0 24 Dec 2015
Quantized Convolutional Neural Networks for Mobile Devices Jiaxiang Wu Cong Leng Yuhang Wang Qinghao Hu Jian Cheng MQ 104 1,167 0 21 Dec 2015
Instance-aware Semantic Segmentation via Multi-task Network Cascades Jifeng Dai Kaiming He Jian Sun SSeg 180 1,229 0 14 Dec 2015
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 98 1,210 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,510 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 257 29,879 0 08 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 886 27,427 0 02 Dec 2015
LocNet: Improving Localization Accuracy for Object Detection Spyros Gidaris N. Komodakis ObjD 60 140 0 24 Nov 2015
Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications Yong-Deok Kim Eunhyeok Park S. Yoo Taelim Choi Lu Yang Dongjun Shin 124 895 0 20 Nov 2015
WIDER FACE: A Face Detection Benchmark Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang CVBM 101 1,595 0 20 Nov 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 276 14,027 0 19 Nov 2015
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 68 77 0 08 Nov 2015
Scale-aware Fast R-CNN for Pedestrian Detection Jianan Li Xiaodan Liang Shengmei Shen Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 107 785 0 28 Oct 2015
DeepProposal: Hunting Objects by Cascading Deep Convolutional Layers Amir Ghodrati Ali Diba M. Pedersoli Tinne Tuytelaars Luc Van Gool ObjD 68 119 0 15 Oct 2015
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding Song Han Huizi Mao W. Dally 3DGS 263 8,862 0 01 Oct 2015
From Facial Parts Responses to Face Detection: A Deep Learning Approach Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang CVBM 81 570 0 22 Sep 2015
Learning Complexity-Aware Cascades for Deep Pedestrian Detection Zhaowei Cai M. Saberian Nuno Vasconcelos 70 339 0 19 Jul 2015
Learning to Segment Object Candidates Pedro H. O. Pinheiro R. Collobert Piotr Dollar SSeg 108 802 0 20 Jun 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 735 37,033 0 08 Jun 2015
Learning both Weights and Connections for Efficient Neural Networks Song Han Jeff Pool J. Tran W. Dally CVBM 316 6,709 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 533 62,409 0 04 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,441 0 18 May 2015
Object detection via a multi-region & semantic segmentation-aware CNN model Spyros Gidaris N. Komodakis ObjD SSeg 109 739 0 07 May 2015
Fast R-CNN Ross B. Girshick ObjD 312 25,087 0 30 Apr 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 367 19,745 0 09 Mar 2015
segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection Yukun Zhu R. Urtasun Ruslan Salakhutdinov Sanja Fidler ObjD 69 157 0 15 Feb 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 467 43,347 0 11 Feb 2015
DeepID3: Face Recognition with Very Deep Neural Networks Yi Sun Ding Liang Xiaogang Wang Xiaoou Tang CVBM 87 941 0 03 Feb 2015
Taking a Deeper Look at Pedestrians J. Hosang Mohamed Omran Rodrigo Benenson Bernt Schiele 63 350 0 23 Jan 2015
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 206 4,898 0 22 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Compressing Deep Convolutional Networks using Vector Quantization Yunchao Gong Liu Liu Ming Yang Lubomir D. Bourdev MQ 179 1,171 0 18 Dec 2014
DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection Wanli Ouyang Xiaogang Wang Xingyu Zeng Shi Qiu Ping Luo ... Hongsheng Li Shuo Yang Zhe Wang Chen Change Loy Xiaoou Tang ObjD 84 438 0 17 Dec 2014
Ten Years of Pedestrian Detection, What Have We Learned? Rodrigo Benenson Mohamed Omran J. Hosang Bernt Schiele 91 713 0 16 Nov 2014
Deformable Part Models are Convolutional Neural Networks Ross B. Girshick F. Iandola Trevor Darrell Jitendra Malik 96 457 0 18 Sep 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 494 43,717 0 17 Sep 2014