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Pedestrian Detection and Identification using Two Cameras

Naoya Ohta, Anthony R. Dick
2005 IAPR International Workshop on Machine Vision Applications  
This paper describes a method for pedestrian detection, identification and tracking using image information.  ...  The method makes use of two cameras with a shared field of view and is robust to changes in illumination and shadows.  ...  Masanobu Kiyama and Mr. Kenichi Yoshikawa. Anthony  ... 
dblp:conf/mva/OhtaD05 fatcat:ugs6wv7tirb7llztffbw6c4xlm

Viewpoint Invariant Person Re-Identification for Global Multi-Object Tracking with Non-Overlapping Cameras

2017 KSII Transactions on Internet and Information Systems  
Person re-identification is to match pedestrians observed from non-overlapping camera views.  ...  First, the proposed method divides a pedestrian image into patches and assigns angle to a patch using the orientation of the pedestrian under the assumption that a person body has the cylindrical shape  ...  ., for detecting and prosecuting crimes, the number of cameras used for video surveillance is on an increase trend.  ... 
doi:10.3837/tiis.2017.04.014 fatcat:lpv5hgchmfajxd6d27w3gbwpyq

Person Re-identification on Mobile Devices Based on Deep Learning

Miaomiao Zhu, Shengrong Gong, Zhenjiang Qian, Seiichi Serikawa, Lifeng Zhang
2021 Journal of the Institute of Industrial Applications Engineers  
detection with person re-identification to perform real-time pedestrian detection and query.  ...  As an important supplement to face recognition, person re-identification can solve the cross-camera and cross-scene pedestrian recognition and retrieval, determining whether a specific pedestrian in the  ...  It can be clearly seen that the system mainly includes two parts, pedestrian detection, and person re-identification.  ... 
doi:10.12792/jiiae.9.26 fatcat:asgqjc2lcvflzkd7fnme4xd6zq

Constraining Relative Camera Pose Estimation with Pedestrian Detector-Based Correspondence Filters

Emanuel Aldea, Thomas Pollok, Chengchao Qu
2019 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)  
In this work, we propose to rely on progressively stricter constraints on the feature association between the camera views, guided by a pedestrian detector and a re-identification algorithm respectively  ...  The results show that the two strategies are effective in alleviating the ambiguity which is due to the similar appearance of pedestrians in such scenes, and in improving the relative pose estimation.  ...  Acknowledgment This study was partially supported by the S 2 UCRE project, co-funded by the German Federal Ministry of Education and Research (BMBF) under grant 13N14463 and by the French National Research  ... 
doi:10.1109/avss.2019.8909859 dblp:conf/avss/AldeaPQ19 fatcat:axy23uzxgfg7pbmc6kd7qckpli

Person Re-identification: System Design and Evaluation Overview [chapter]

Xiaogang Wang, Rui Zhao
2014 Person Re-Identification  
Person re-identification is to match pedestrian images observed in different camera views with visual features.  ...  It is particularly challenging because observed pedestrians undergo significant variations across camera views, and there are a large number of pedestrians to be distinguished given small pedestrian images  ...  All the existing person re-identification papers have ignored this step and assume perfect pedestrian detection by using manually cropped pedestrian images.  ... 
doi:10.1007/978-1-4471-6296-4_17 dblp:series/acvpr/WangZ14 fatcat:6b6uon4g6ncf3amubxlwh3ouxu

Real-time tracking and fast retrieval of persons in multiple surveillance cameras of a shopping mall

Henri Bouma, Jan Baan, Sander Landsmeer, Chris Kruszynski, Gert van Antwerpen, Judith Dijk
2013 Multisensor, Multisource Information Fusion: Architectures, Algorithms, and Applications 2013  
However, it is laborious to track and trace people over multiple cameras.  ...  The capability to track individuals in CCTV cameras is important for e.g. surveillance applications at large areas such as train stations, airports and shopping centers.  ...  This consortium acknowledges the "Centrum voor Innovatie en Veiligheid" (CIV) and the "Diensten Centrum Beveiliging" (DCB) in Utrecht for providing the fieldlab facilities and support.  ... 
doi:10.1117/12.2016090 fatcat:q4tnvo7itbgela2jtdp7lbxkey

Pedestrian Information Collation through Image-Based Person Identification for Pedestrian Information Sharing using V2V Communications

Naoko Enami, Saai Uemura, Koh Asano, Patrick Finnerty, Tomio Kamada, Chikara Ohta
2022 IEICE Communications Express  
The purpose of this research is to share pedestrian information among multiple vehicles by vehicle-to-vehicle communication and detect the positions of all pedestrians around the vehicle.  ...  In our experiments using our dataset, the proposed method improved the pedestrian information collation accuracy.  ...  The pedestrian image dataset for pedestrian detection was captured using the car-mounted camera, but there is no image of the same pedestrian captured from different positions.  ... 
doi:10.1587/comex.2022xbl0094 fatcat:cuseetap55aprij4kqli33xuoy

The HDA+ Data Set for Research on Fully Automated Re-identification Systems [chapter]

Dario Figueira, Matteo Taiana, Athira Nambiar, Jacinto Nascimento, Alexandre Bernardino
2015 Lecture Notes in Computer Science  
We expect this dataset and software to be widely used and boost research in integrated Pedestrian Detector and Re-Identification systems, bringing them closer to reality.  ...  We provide not only a dataset that allows for the evaluation of integrated Pedestrian Detector and Re-Identification systems but also sample Pedestrian Detection data and meaningful evaluation metrics  ...  The experiments performed use the default gallery samples of cameras 50 to 59 for training, whereas camera 60 is used for testing.  ... 
doi:10.1007/978-3-319-16199-0_17 fatcat:sy64hacvtfafrhyhh4fafzhura

DeepReID: Deep Filter Pairing Neural Network for Person Re-identification

Wei Li, Rui Zhao, Tong Xiao, Xiaogang Wang
2014 2014 IEEE Conference on Computer Vision and Pattern Recognition  
Person re-identification is to match pedestrian images from disjoint camera views detected by pedestrian detectors.  ...  In addition, misalignment introduced by the pedestrian detector will affect most existing person re-identification methods that use manually cropped pedestrian images and assume perfect detection.  ...  It has important applications in video surveillance, such as cross-camera tracking [42] , multi-camera event detection [27] , and pedestrian retrieval [27] .  ... 
doi:10.1109/cvpr.2014.27 dblp:conf/cvpr/LiZXW14 fatcat:ujcmsleimbetran3lw4cab55q4

Person Re-identification in the Wild [article]

Liang Zheng, Hengheng Zhang, Shaoyan Sun, Manmohan Chandraker, Yi Yang, Qi Tian
2017 arXiv   pre-print
Second, we show that pedestrian detection aids re-identification through two simple yet effective improvements: a discriminatively trained ID-discriminative Embedding (IDE) in the person subspace using  ...  First, a new dataset, PRW, is introduced to evaluate Person Re-identification in the Wild, using videos acquired through six synchronized cameras.  ...  Detection and re-identification In our knowledge, two previous works focus on such end-to-end systems.  ... 
arXiv:1604.02531v2 fatcat:66nbzaf5wnb4lhuufmhiutgsya

Assistive Pedestrian Crossings by Means of Stereo Localization and RFID Anonymous Disability Identification

D. F. Llorca, R. Quintero, I. Parra, R. Izquierdo, C. Fernandez, M. A. Sotelo
2015 2015 IEEE 18th International Conference on Intelligent Transportation Systems  
Index Terms-Assistive technology, pedestrian crossings; RFID identification and location; stereo-based pedestrian detection; RFID and stereo association.  ...  Disability identification is proposed by means of a RFID-based anonymous procedure from which pedestrians are only required to wear a portable and passive RFID tag.  ...  Thus, in [10] a multi-sensor platform is proposed to detect pedestrians at intersections, with laser scanners and FIR cameras.  ... 
doi:10.1109/itsc.2015.223 dblp:conf/itsc/LlorcaQPIFS15 fatcat:zqobwpit5jfc5e2wnl4osix5pu

Real-time surveillance application by multiple detectors and compressive trackers

Jihan Li, Renjie Li, Raul Mohedano, Carlos R. del-Blanco, Carlos Cuevas, Guillermo Gallego, Narciso Garcia
2015 2015 IEEE International Conference on Consumer Electronics (ICCE)  
Motion, part-body, and whole-body detectors are efficiently combined to generate robust and fast detections, which feed multiple compressive trackers.  ...  A real-time surveillance system for IP network cameras is presented.  ...  Classifiers for both pedestrian detection and re-identification are required.  ... 
doi:10.1109/icce.2015.7066366 dblp:conf/iccel/LiLMdC0G15 fatcat:54y3a2vgqzfkppabrrvqf2fyia

EDGE20: A Cross Spectral Evaluation Dataset for Multiple Surveillance Problems

Ha Le, Christos Smailis, Lei Shi, Ioannis Kakadiaris
2020 2020 IEEE Winter Conference on Applications of Computer Vision (WACV)  
This work introduces a new dataset, named EDGE20, that can be used in addressing the problems of pedestrian detection, face detection, and face recognition in images captured using trail cameras under  ...  ., pedestrian detection, face detection, or face recognition), while most of them were collected using visible spectrum (VIS) cameras.  ...  Similarly, data for the CVC dataset were collected using two cameras mounted on a car, but a farinfrared (FIR) camera was used instead of a thermal camera.  ... 
doi:10.1109/wacv45572.2020.9093573 dblp:conf/wacv/LeSSK20 fatcat:5de33rkkb5c3daw5bw2lclgiyq

Object Identification and Safe Route Recommendation Based on Human Flow for the Visually Impaired

Kajiwara, Kimura
2019 Sensors  
However, when these obstacle detection methods are used in high-traffic passages, since many pedestrians cause an occlusion problem that obstructs the shape and color of obstacles, these obstacle detection  ...  and walking route of pedestrians acquired from monocular camera images.  ...  as visually impaired people and verified the accuracy of object identification and safe route recommendation using human flow in an environment where pedestrians can be detected stably.  ... 
doi:10.3390/s19245343 pmid:31817152 pmcid:PMC6960507 fatcat:4om53r5rqjgyzmj2r33xkudm6a

Multiple-shot People Re-identify based on Feature Selection with Sparsity

Dongping Zhang, Yanjie Li, Jiao Xu, Ye Shen
2015 International Journal of Hybrid Information Technology  
Video preprocessing is necessary to detect the pedestrians, followed by further detailed analysis of the pedestrians.  ...  This paper presents a novel re-identification method for multiple-people using feature selection with sparsity.  ...  Pedestrian Detection Pedestrian detection is an important branch in the field of object detection based on image/video data.  ... 
doi:10.14257/ijhit.2015.8.1.03 fatcat:ojngbftu7rdj3iddjskwbjlbh4
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