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Object detection via a multi-region & semantic segmentation-aware CNN model

7 May 2015

Papers citing "Object detection via a multi-region & semantic segmentation-aware CNN model"

50 / 220 papers shown

Title
Multiscale Detection of Cancerous Tissue in High Resolution Slide ScansInternational Symposium on Visual Computing (ISVC), 2020 Qingchao Zhang C. Heldermon Corey Toler-Franklin MedIm 193 11 0 01 Oct 2020
AP-Loss for Accurate One-Stage Object Detection Kean Chen Weiyao Lin Jianguo Li John See Ji Wang Junni Zou ObjD 202 75 0 17 Aug 2020
1st Place Solutions of Waymo Open Dataset Challenge 2020 -- 2D Object Detection Track Zehao Huang Zehui Chen Qiaofei Li Hongkai Zhang Naiyan Wang 179 14 0 04 Aug 2020
Survey on Deep Learning-based Kuzushiji Recognition K. Ueki Tomoka Kojima 115 7 0 19 Jul 2020
Location-Aware Box Reasoning for Anchor-Based Single-Shot Object DetectionIEEE Access (IEEE Access), 2020 Wenchi Ma Kaidong Li Guanghui Wang ObjD 193 16 0 13 Jul 2020
A Survey on Instance Segmentation: State of the art A. M. Hafiz G. M. Bhat SSeg ISeg 296 498 0 28 Jun 2020
ATOM: Robustifying Out-of-distribution Detection Using Outlier Mining Jiefeng Chen Shouqing Yang Xi Wu Yingyu Liang S. Jha OODD 327 165 0 26 Jun 2020
Delving into the Imbalance of Positive Proposals in Two-stage Object Detection Zheng Ge Zequn Jie Xin Huang Chengzhen Li Osamu Yoshie ObjD 79 0 0 23 May 2020
MaskFace: multi-task face and landmark detector Dmitry A. Yashunin Tamir Baydasov Roman Vlasov CVBM 168 19 0 19 May 2020
Ventral-Dorsal Neural Networks: Object Detection via Selective Attention M. K. Ebrahimpour Jiayun Li Yen-Yun Yu Jackson Reesee Azadeh Moghtaderi Ming-Hsuan Yang D. Noelle ObjD 126 20 0 15 May 2020
WW-Nets: Dual Neural Networks for Object Detection M. K. Ebrahimpour J. Falandays S. Spevack Ming-Hsuan Yang D. Noelle 80 4 0 15 May 2020
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation Zhaohui Zheng Ping Wang Dongwei Ren Wei Liu Rongguang Ye Q. Hu W. Zuo VLM 294 1,182 0 07 May 2020
Spatio-temporal Tubelet Feature Aggregation and Object Linking in Videos Daniel Cores V. Brea M. Mucientes ViT 114 1 0 01 Apr 2020
Scene-Aware Error Modeling of LiDAR/Visual Odometry for Fusion-based Vehicle Localization Xiaoliang Ju Donghao Xu Huijing Zhao 81 6 0 29 Mar 2020
Exploring Categorical Regularization for Domain Adaptive Object DetectionComputer Vision and Pattern Recognition (CVPR), 2020 Chang-Dong Xu Xingjie Zhao Xin Jin Xiu-Shen Wei OOD ObjD 332 319 0 20 Mar 2020
PBRnet: Pyramidal Bounding Box Refinement to Improve Object Localization Accuracy Li Xiao Yufan Luo Chunlong Luo Lianhe Zhao Quanshui Fu Guoqing Yang Anpeng Huang Yi Zhao ObjD 128 4 0 10 Mar 2020
iFAN: Image-Instance Full Alignment Networks for Adaptive Object DetectionAAAI Conference on Artificial Intelligence (AAAI), 2020 Chenfan Zhuang Xintong Han Weilin Huang Matthew R. Scott OOD 189 91 0 09 Mar 2020
Learn2Perturb: an End-to-end Feature Perturbation Learning to Improve Adversarial RobustnessComputer Vision and Pattern Recognition (CVPR), 2020 Ahmadreza Jeddi M. Shafiee Michelle Karg C. Scharfenberger A. Wong OOD AAML 345 72 0 02 Mar 2020
Evolution of Image Segmentation using Deep Convolutional Neural Network: A SurveyKnowledge-Based Systems (KBS), 2020 F. Sultana Abu Sufian P. Dutta SSeg 355 286 0 13 Jan 2020
AugFPN: Improving Multi-scale Feature Learning for Object DetectionComputer Vision and Pattern Recognition (CVPR), 2019 Chaoxu Guo Bin Fan Qian Zhang Shiming Xiang Chunhong Pan ObjD 130 448 0 11 Dec 2019
MDFN: Multi-Scale Deep Feature Learning Network for Object DetectionPattern Recognition (Pattern Recognit.), 2019 Wenchi Ma Yuanwei Wu Feng Cen Guanghui Wang ObjD 108 147 0 10 Dec 2019
Face Detection with Feature Pyramids and Landmarks Samuel W. F. Earp Pavit Noinongyao Justin A. Cairns Ankush Ganguly CVBM 163 15 0 02 Dec 2019
OptiBox: Breaking the Limits of Proposals for Visual Grounding Zicong Fan S. Meng Leonid Sigal James J. Little ObjD 125 0 0 29 Nov 2019
LapNet : Automatic Balanced Loss and Optimal Assignment for Real-Time Dense Object Detection Florian Chabot Q. C. Pham Mohamed Chaouch ObjD 197 8 0 04 Nov 2019
RefineFace: Refinement Neural Network for High Performance Face DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Shifeng Zhang Cheng Chi Zhen Lei Stan Z. Li CVBM 185 98 0 10 Sep 2019
Imbalance Problems in Object Detection: A ReviewIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 367 527 0 31 Aug 2019
Object Detection in Optical Remote Sensing Images: A Survey and A New BenchmarkIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2019 Ke Li G. Wan Gong Cheng L. Meng Junwei Han 313 1,791 0 31 Aug 2019
C-RPNs: Promoting Object Detection in real world via a Cascade Structure of Region Proposal Networks Dongming Yang YueXian Zou Jian Zhang Ge Li ObjD 119 10 0 19 Aug 2019
IoU-balanced Loss Functions for Single-stage Object DetectionPattern Recognition Letters (PR), 2019 Shengkai Wu Jinrong Yang Xinggang Wang Xiaoping Li ObjD 131 106 0 15 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo Guosheng Lin VLM ObjD 274 888 0 10 Aug 2019
PosNeg-Balanced Anchors with Aligned Features for Single-Shot Object Detection Qiankun Tang Shice Liu Jie Li Yu Hu ObjD 87 2 0 09 Aug 2019
Rethinking Classification and Localization for Cascade R-CNNBritish Machine Vision Conference (BMVC), 2019 Ang Li Xue Yang Chongyang Zhang ObjD 121 7 0 27 Jul 2019
Deep Learning in Video Multi-Object Tracking: A Survey Gioele Ciaparrone Francisco Luque Sánchez Siham Tabik L. Troiano R. Tagliaferri Francisco Herrera VOT 317 624 0 18 Jul 2019
Cascade R-CNN: High Quality Object Detection and Instance SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Zhaowei Cai Nuno Vasconcelos ObjD 335 1,659 0 24 Jun 2019
The Attack Generator: A Systematic Approach Towards Constructing Adversarial Attacks F. Assion Peter Schlicht Florens Greßner W. Günther Fabian Hüger Nico M. Schmidt Umair Rasheed AAML 132 16 0 17 Jun 2019
Assisted Excitation of Activations: A Learning Technique to Improve Object DetectorsComputer Vision and Pattern Recognition (CVPR), 2019 Mohammad Mahdi Derakhshani Saeed Masoudnia Amir Hossein Shaker Omid Mersa M. Sadeghi Mohammad Rastegari Babak N. Araabi ObjD 94 23 0 12 Jun 2019
Object Detection in 20 Years: A SurveyProceedings of the IEEE (Proc. IEEE), 2019 Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 415 3,016 0 13 May 2019
Object Detection in Specific Traffic Scenes using YOLOv2 Shouyu Wang Weitao Tang 62 1 0 12 May 2019
RetinaFace: Single-stage Dense Face Localisation in the Wild Jiankang Deng Jiaxin Guo Yuxiang Zhou Jinke Yu I. Kotsia Stefanos Zafeiriou CVBM 3DH 311 679 0 02 May 2019
STEP: Spatio-Temporal Progressive Learning for Video Action Detection Xitong Yang Xiaodong Yang Ming-Yuan Liu Fanyi Xiao L. Davis Jan Kautz 173 149 0 19 Apr 2019
Salient Object Detection in the Deep Learning Era: An In-Depth Survey Wenguan Wang Qiuxia Lai Huazhu Fu Jianbing Shen Haibin Ling Ruigang Yang 513 691 0 19 Apr 2019
Multiple receptive fields and small-object-focusing weakly-supervised segmentation network for fast object detection Siyang Sun Yingjie Yin Xingang Wang De Xu Yuan Zhao Haifeng Shen ObjD 180 6 0 19 Apr 2019
CenterNet: Keypoint Triplets for Object Detection Kaiwen Duan S. Bai Lingxi Xie H. Qi Qingming Huang Q. Tian NoLa 749 3,155 0 17 Apr 2019
FoveaBox: Beyond Anchor-based Object Detector Tao Kong F. Sun Huaping Liu Yuning Jiang Lei Li Jianbo Shi ObjD 261 220 0 08 Apr 2019
Object Detection based on Region Decomposition and Assembly Seung-Hwan Bae ObjD 145 31 0 24 Jan 2019
Hybrid Task Cascade for Instance Segmentation Kai-xiang Chen Jiangmiao Pang Yuan Liu Yu Xiong Xiaoxiao Li ... Ziwei Liu Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin ISeg 413 1,433 0 22 Jan 2019
A Survey of the Recent Architectures of Deep Convolutional Neural Networks Asifullah Khan A. Sohail Umme Zahoora Aqsa Saeed Qureshi OOD 689 2,523 0 17 Jan 2019
Region Proposal by Guided Anchoring Yuan Liu Kai-xiang Chen Shuo Yang Chen Change Loy Dahua Lin ObjD 176 587 0 10 Jan 2019
Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking Heng Fan Haibin Ling 163 397 0 14 Dec 2018
Efficient Coarse-to-Fine Non-Local Module for the Detection of Small Objects Hila Levi S. Ullman ObjD 157 14 0 29 Nov 2018