Learning Complexity-Aware Cascades for Deep Pedestrian Detection

19 July 2015

Papers citing "Learning Complexity-Aware Cascades for Deep Pedestrian Detection"

36 / 36 papers shown

Title
Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image Segmentation Bharat Srikishan Anika Tabassum S. Allu Ramakrishnan Kannan Nikhil Muralidhar 53 1 0 19 Feb 2024
MadEye: Boosting Live Video Analytics Accuracy with Adaptive Camera Configurations M. Wong M. Ramanujam Guha Balakrishnan Ravi Netravali 29 4 0 04 Apr 2023
Transformer-based assignment decision network for multiple object tracking Athena Psalta Vasileios Tsironis K. Karantzalos VOT 71 9 0 06 Aug 2022
Track without Appearance: Learn Box and Tracklet Embedding with Local and Global Motion Patterns for Vehicle Tracking Gaoang Wang Renshu Gu Zuozhu Liu Weijie Hu Xiuming Zhang Lei Li VOT 27 50 0 13 Aug 2021
Boggart: Towards General-Purpose Acceleration of Retrospective Video Analytics Neil Agarwal Ravi Netravali 27 14 0 21 Jun 2021
Multiple Object Tracking with Mixture Density Networks for Trajectory Estimation Andreu Girbau Xavier Giró-i-Nieto Ignasi Rius F. Marqués VOT 3DPC 26 15 0 21 Jun 2021
Efficient Online ML API Selection for Multi-Label Classification Tasks Lingjiao Chen Matei A. Zaharia James Zou 40 16 0 18 Feb 2021
Generalizable Pedestrian Detection: The Elephant In The Room Irtiza Hasan Tianran Ouyang Jinpeng Li S. Akram Ling Shao 26 27 0 19 Mar 2020
Deep Learning and Statistical Models for Time-Critical Pedestrian Behaviour Prediction J. Dabrowski J. D. Villiers Ashfaqur Rahman Conrad Beyers 16 1 0 26 Feb 2020
Coupled Network for Robust Pedestrian Detection with Gated Multi-Layer Feature Extraction and Deformable Occlusion Handling Tianrui Liu Wenhan Luo Lin Ma Jun-Jie Huang Tania Stathaki Tianhong Dai 16 35 0 18 Dec 2019
WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild Shifeng Zhang Yiliang Xie Jun Wan Hansheng Xia Stan Z. Li G. Guo 22 134 0 25 Sep 2019
Relational Learning for Joint Head and Human Detection Cheng Chi Shifeng Zhang Junliang Xing Zhen Lei Stan Z. Li Xudong Zou 3DH 19 55 0 24 Sep 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo S. Hoi VLM ObjD 32 794 0 10 Aug 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 32 2,285 0 13 May 2019
Unsupervised Hard Example Mining from Videos for Improved Object Detection SouYoung Jin Aruni RoyChowdhury Huaizu Jiang Ashish Singh Aditya Prasad Deep Chakraborty Erik Learned-Miller ObjD 21 63 0 13 Aug 2018
Occlusion-aware R-CNN: Detecting Pedestrians in a Crowd Shifeng Zhang Longyin Wen Xiao Bian Zhen Lei Stan Z. Li ObjD 28 399 0 23 Jul 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 42 3,951 0 15 Jul 2018
PCN: Part and Context Information for Pedestrian Detection with CNNs Shiguang Wang Jian Cheng Haijun Liu Ming Tang 14 66 0 12 Apr 2018
Exploring Multi-Branch and High-Level Semantic Networks for Improving Pedestrian Detection Jiale Cao Yanwei Pang Xuelong Li 15 10 0 03 Apr 2018
Survey on Emotional Body Gesture Recognition F. Noroozi C. Corneanu D. Kamińska T. Sapinski Sergio Escalera G. Anbarjafari CVBM SLR 29 325 0 23 Jan 2018
Aggregated Channels Network for Real-Time Pedestrian Detection Farzin Ghorban Javier Marín Yu Su A. Colombo A. Kummert ObjD 21 13 0 01 Jan 2018
Neural Person Search Machines Hao Liu Jiashi Feng Zequn Jie J. Karlekar Bo Zhao Meibin Qi Jianguo Jiang Shuicheng Yan 42 152 0 21 Jul 2017
Adaptive Feeding: Achieving Fast and Accurate Detections by Adaptively Combining Object Detectors Hong-Yu Zhou Bin-Bin Gao Jianxin Wu ObjD 40 28 0 20 Jul 2017
IDK Cascades: Fast Deep Learning by Learning not to Overthink Xin Wang Yujia Luo D. Crankshaw Alexey Tumanov Fisher Yu Joseph E. Gonzalez 25 107 0 03 Jun 2017
Learning Cross-Modal Deep Representations for Robust Pedestrian Detection Dan Xu Wanli Ouyang Elisa Ricci Xiaogang Wang N. Sebe 22 191 0 08 Apr 2017
Deciding How to Decide: Dynamic Routing in Artificial Neural Networks Mason McGill Pietro Perona 13 102 0 17 Mar 2017
Evolving Boxes for Fast Vehicle Detection Li Wang Yao Lu Hong Wang Yingbin Zheng Hao Ye Xiangyang Xue ViT ObjD 21 103 0 01 Feb 2017
To Boost or Not to Boost? On the Limits of Boosted Trees for Object Detection Eshed Ohn-Bar Mohan M. Trivedi 30 127 0 06 Jan 2017
Fused DNN: A deep neural network fusion approach to fast and robust pedestrian detection Xianzhi Du Mostafa El-Khamy Jungwon Lee L. Davis 22 274 0 11 Oct 2016
3D Object Proposals using Stereo Imagery for Accurate Object Class Detection Xiaozhi Chen Kaustav Kundu Yukun Zhu Huimin Ma Sanja Fidler R. Urtasun 3DPC 21 365 0 27 Aug 2016
Person Re-identification in the Wild Liang Zheng Hengheng Zhang Shaoyan Sun Manmohan Chandraker Yi Yang Q. Tian 11 681 0 09 Apr 2016
Joint Detection and Identification Feature Learning for Person Search Tong Xiao Shuang Li Bochao Wang Liang Lin Xiaogang Wang 14 819 0 07 Apr 2016
Pushing the Limits of Deep CNNs for Pedestrian Detection Qichang Hu Peng Wang Chunhua Shen Anton van den Hengel Fatih Porikli 6 94 0 15 Mar 2016
Pedestrian Detection Inspired by Appearance Constancy and Shape Symmetry Jiale Cao Yanwei Pang Xuelong Li 21 85 0 25 Nov 2015
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 35 562 0 13 Nov 2015
Scale-aware Fast R-CNN for Pedestrian Detection Jianan Li Xiaodan Liang Shengmei Shen Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 23 782 0 28 Oct 2015