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
A Hierarchical Deep Architecture and Mini-Batch Selection Method For Joint Traffic Sign and Light Detection Alex D. Pon Oles Andrienko Ali Harakeh Steven L. Waslander 74 43 0 20 Jun 2018
RepMet: Representative-based metric learning for classification and one-shot object detection Leonid Karlinsky J. Shtok Sivan Harary Eli Schwartz Mattias Marder Rogerio Feris Raja Giryes A. Bronstein VLM ObjD 141 319 0 12 Jun 2018
SNIPER: Efficient Multi-Scale Training Bharat Singh Mahyar Najibi L. Davis ObjD 75 487 0 23 May 2018
MDSSD: Multi-scale Deconvolutional Single Shot Detector for Small Objects Lisha Cui Rui Ma Pei Lv Xiaoheng Jiang Zhimin Gao Bing Zhou Mingliang Xu ObjD 61 128 0 18 May 2018
Anchor Cascade for Efficient Face Detection B. Yu Dacheng Tao CVBM 47 24 0 09 May 2018
DetNet: A Backbone network for Object Detection Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian Sun ObjD 142 265 0 17 Apr 2018
PCN: Part and Context Information for Pedestrian Detection with CNNs Shiguang Wang Jian Cheng Haijun Liu Ming Tang 68 66 0 12 Apr 2018
Multi-scale Location-aware Kernel Representation for Object Detection Hao Wang Qilong Wang Mingqi Gao P. Li W. Zuo ObjD 68 66 0 02 Apr 2018
Scalable Deep Learning Logo Detection Hang Su S. Gong Xiatian Zhu VLM 61 13 0 30 Mar 2018
Group Normalization Yuxin Wu Kaiming He 245 3,676 0 22 Mar 2018
PyramidBox: A Context-assisted Single Shot Face Detector Xu Tang Daniel K. Du Zeqiang He Jingtuo Liu CVBM 58 368 0 21 Mar 2018
Learning Region Features for Object Detection Jiayuan Gu Han Hu Liwei Wang Yichen Wei Jifeng Dai ObjD 90 79 0 19 Mar 2018
Revisiting RCNN: On Awakening the Classification Power of Faster RCNN Bowen Cheng Yunchao Wei Humphrey Shi Rogerio Feris Jinjun Xiong Thomas Huang ObjD 87 209 0 19 Mar 2018
Pseudo Mask Augmented Object Detection Xiangyu Zhao Shuang Liang Yichen Wei ObjD 58 42 0 15 Mar 2018
Face-MagNet: Magnifying Feature Maps to Detect Small Faces Pouya Samangouei Mahyar Najibi L. Davis Rama Chellappa ObjD CVBM 68 19 0 14 Mar 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 142 5,781 0 05 Mar 2018
LSTD: A Low-Shot Transfer Detector for Object Detection Hao Chen Yali Wang Guoyou Wang Yu Qiao ObjD 80 341 0 05 Mar 2018
Seeing Small Faces from Robust Anchor's Perspective Chenchen Zhu R. Tao Khoa Luu Marios Savvides CVBM ObjD 60 112 0 25 Feb 2018
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 57 151 0 19 Feb 2018
Face Detection Using Improved Faster RCNN Changzheng Zhang Xiang Xu Dandan Tu CVBM ObjD 54 74 0 06 Feb 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 213 19,353 0 13 Jan 2018
Deep Regionlets for Object Detection Hongyu Xu Xutao Lv Xiaoyu Wang Zhou Ren Navaneeth Bodla Rama Chellappa ObjD 84 66 0 06 Dec 2017
Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training Chengyue Wu Song Han Huizi Mao Yu Wang W. Dally 148 1,410 0 05 Dec 2017
FSSD: Feature Fusion Single Shot Multibox Detector Zuoxin Li Lu Yang Fuqiang Zhou ObjD 52 507 0 04 Dec 2017
Improving Object Detection from Scratch via Gated Feature Reuse Zhiqiang Shen Humphrey Shi Jiahui Yu Shuicheng Yan Rogerio Feris Liangliang Cao Ding Liu Xinchao Wang Thomas Huang Xiangyang Xue ObjD 78 38 0 04 Dec 2017
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 149 4,943 0 03 Dec 2017
Feature Agglomeration Networks for Single Stage Face Detection Jialiang Zhang Xiongwei Wu Jianke Zhu Guosheng Lin CVBM 54 86 0 03 Dec 2017
Single-Shot Object Detection with Enriched Semantics Zhishuai Zhang Siyuan Qiao Cihang Xie Wei Shen Bo Wang Alan Yuille ObjD 75 208 0 01 Dec 2017
Relation Networks for Object Detection Han Hu Jiayuan Gu Zheng Zhang Jifeng Dai Yichen Wei ObjD 138 1,227 0 30 Nov 2017
Feature Selective Networks for Object Detection Y. Zhai Jingjing Fu Yan Lu Houqiang Li ObjD 68 18 0 24 Nov 2017
Exploiting temporal information for 3D pose estimation Mir Rayat Imtiaz Hossain James J. Little 3DH 69 310 0 23 Nov 2017
An Analysis of Scale Invariance in Object Detection - SNIP Bharat Singh L. Davis ObjD 102 742 0 22 Nov 2017
Receptive Field Block Net for Accurate and Fast Object Detection Songtao Liu Di Huang Yunhong Wang ObjD 85 1,269 0 21 Nov 2017
Repulsion Loss: Detecting Pedestrians in a Crowd Xinlong Wang Tete Xiao Yuning Jiang Shuai Shao Jian Sun Chunhua Shen 67 501 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 74 366 0 20 Nov 2017
Face Attention Network: An Effective Face Detector for the Occluded Faces Jianfeng Wang Ye Yuan Gang Yu CVBM 67 153 0 20 Nov 2017
MegDet: A Large Mini-Batch Object Detector Chao Peng Tete Xiao Zeming Li Yuning Jiang Xiangyu Zhang Kai Jia Gang Yu Jian Sun ObjD 195 318 0 20 Nov 2017
Single-Shot Refinement Neural Network for Object Detection Shifeng Zhang Longyin Wen Xiao Bian Zhen Lei Stan Z. Li ObjD 62 1,288 0 18 Nov 2017
Improving Object Localization with Fitness NMS and Bounded IoU Loss Lachlan Tychsen-Smith L. Petersson 88 176 0 01 Nov 2017
StairNet: Top-Down Semantic Aggregation for Accurate One Shot Detection Sanghyun Woo Soonmin Hwang In So Kweon ObjD 57 87 0 18 Sep 2017
Detecting Faces Using Region-based Fully Convolutional Networks Yitong Wang Xing Ji Zheng Zhou Hao Wang Zhifeng Li ObjD CVBM 49 14 0 14 Sep 2017
Fine-Grained Car Detection for Visual Census Estimation Timnit Gebru J. Krause Yilun Wang Duyun Chen Jia Deng Li Fei-Fei 156 120 0 07 Sep 2017
Incremental Learning of Object Detectors without Catastrophic Forgetting K. Shmelkov Cordelia Schmid Alahari Karteek ObjD 98 520 0 23 Aug 2017
S $^3$ FD: Single Shot Scale-invariant Face Detector Shifeng Zhang Xiangyu Zhu Zhen Lei Hailin Shi Xiaobo Wang Stan Z. Li CVBM 74 609 0 17 Aug 2017
SSH: Single Stage Headless Face Detector Mahyar Najibi Pouya Samangouei Rama Chellappa L. Davis CVBM PICV 98 422 0 14 Aug 2017
CoupleNet: Coupling Global Structure with Local Parts for Object Detection Yousong Zhu Chaoyang Zhao Jinqiao Wang Xu Zhao Yi Wu Hanqing Lu ObjD 70 254 0 09 Aug 2017
DSOD: Learning Deeply Supervised Object Detectors from Scratch Zhiqiang Shen Zhuang Liu Jianguo Li Yu-Gang Jiang Yurong Chen Xiangyang Xue ObjD 81 601 0 03 Aug 2017
Recurrent Scale Approximation for Object Detection in CNN Yu Liu Hongyang Li Junjie Yan Fangyin Wei Xiaogang Wang Xiaoou Tang ObjD 54 89 0 29 Jul 2017
Learning Transferable Architectures for Scalable Image Recognition Barret Zoph Vijay Vasudevan Jonathon Shlens Quoc V. Le 206 5,612 0 21 Jul 2017
Channel Pruning for Accelerating Very Deep Neural Networks Yihui He Xiangyu Zhang Jian Sun 208 2,531 0 19 Jul 2017