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Single Object Tracking Research: A Survey [article]

Ruize Han and Wei Feng and Qing Guo and Qinghua Hu
2022 arXiv   pre-print
Visual object tracking also has many challenges, e.g., object occlusion and deformation.  ...  Moreover, tracking task will go together with some other tasks, e.g., video object detection and segmentation.  ...  This paper provides a survey on the research development of the visual object tracking. In this paper, we first detailedly state and illustrate the challenges in visual object tracking.  ... 
arXiv:2204.11410v1 fatcat:sjlxkxxs4fb3tfn2ypxthztbsq

Single Object Tracking: A Survey of Methods, Datasets, and Evaluation Metrics [article]

Zahra Soleimanitaleb, Mohammad Ali Keyvanrad
2022 arXiv   pre-print
Object tracking is one of the foremost assignments in computer vision that has numerous commonsense applications such as traffic monitoring, robotics, autonomous vehicle tracking, and so on.  ...  Different researches have been tried later a long time, but since of diverse challenges such as occlusion, illumination variations, fast motion, etc. researches in this area continues.  ...  As shown in Fig. 1 , there are two types of object tracking: single object tracking and multi object tracking.  ... 
arXiv:2201.13066v1 fatcat:k6ytweddvrbbzfvt4ntkk75m7a

LaSOT: A High-quality Large-scale Single Object Tracking Benchmark [article]

Heng Fan, Hexin Bai, Liting Lin, Fan Yang, Peng Chu, Ge Deng, Sijia Yu, Harshit, Mingzhen Huang, Juehuan Liu, Yong Xu, Chunyuan Liao (+2 others)
2020 arXiv   pre-print
To address this problem, we present LaSOT, a high-quality Large-scale Single Object Tracking benchmark.  ...  LaSOT contains a diverse selection of 85 object classes, and offers 1,550 totaling more than 3.87 million frames. Each video frame is carefully and manually annotated with a bounding box.  ...  Ling was supported partially by the Amazon AWS Machine Learning Research Award.  ... 
arXiv:2009.03465v3 fatcat:bfe4qmryfbaslozwmcvlsm7n7u

LaSOT: A High-quality Benchmark for Large-scale Single Object Tracking [article]

Heng Fan, Liting Lin, Fan Yang, Peng Chu, Ge Deng, Sijia Yu, Hexin Bai, Yong Xu, Chunyuan Liao, Haibin Ling
2019 arXiv   pre-print
In this paper, we present LaSOT, a high-quality benchmark for Large-scale Single Object Tracking. LaSOT consists of 1,400 sequences with more than 3.5M frames in total.  ...  A thorough experimental evaluation of 35 tracking algorithms on LaSOT is presented with detailed analysis, and the results demonstrate that there is still a big room for improvements.  ...  Object track- ing benchmark. TPAMI, 37(9):1834-1848, 2015. 1, 2, 3, 5, 6, 8, 11 [54] Alper Yilmaz, Omar Javed, and Mubarak Shah. Object track- ing: A survey.  ... 
arXiv:1809.07845v2 fatcat:jwejl7d7hzgwtjgb3xu75und4q

LaSOT: A High-Quality Benchmark for Large-Scale Single Object Tracking

Heng Fan, Haibin Ling, Liting Lin, Fan Yang, Peng Chu, Ge Deng, Sijia Yu, Hexin Bai, Yong Xu, Chunyuan Liao
2019 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)  
In this paper, we present LaSOT, a high-quality benchmark for Large-scale Single Object Tracking. LaSOT consists of 1,400 sequences with more than 3.5M frames in total.  ...  A thorough experimental evaluation of 35 tracking algorithms on LaSOT is presented with detailed analysis, and the results demonstrate that there is still a big room for improvements.  ...  by National Nature Science Foundation of China (U1611461 and 61672241), the Cultivation Project of Major Basic Research of NSF-Guangdong Province (2016A030308013).  ... 
doi:10.1109/cvpr.2019.00552 dblp:conf/cvpr/FanLYCDYBXLL19 fatcat:yv5xd4jfnbbuxpi3lj74wifda4

Web Mining Research: A Survey [article]

Raymond Kosala, Hendrik Blockeel
2000 arXiv   pre-print
However, there is a lot of confusions when comparing research efforts from different point of views.  ...  With the huge amount of information available online, the World Wide Web is a fertile area for data mining research.  ...  Event detection and tracking problems are sub-topics of a broader initiative called topic detection and tracking (TDT), which is a new line of research related to research in information retrieval and  ... 
arXiv:cs/0011033v1 fatcat:uczqoncgz5a6zndq2ezh7l62zm

RFID security and privacy: a research survey

A. Juels
2006 IEEE Journal on Selected Areas in Communications  
While geared toward the nonspecialist, the survey may also serve as a reference for specialist readers.  ...  RFID tags track objects in supply chains, and are working their way into the pockets, belongings, and even the bodies of consumers.  ...  In a recent survey paper, Garfinkel et al.  ... 
doi:10.1109/jsac.2005.861395 fatcat:rv6e4c26lbhsjfs5kthw7tpvvy

Single Object Tracking in Satellite Videos: Deep Siamese Network Incorporating an Interframe Difference Centroid Inertia Motion Model

Kun Zhu, Xiaodong Zhang, Guanzhou Chen, Xiaoliang Tan, Puyun Liao, Hongyu Wu, Xiujuan Cui, Yinan Zuo, Zhiyong Lv
2021 Remote Sensing  
Satellite video single object tracking has attracted wide attention.  ...  In addition, we also adopted existing object detection datasets for remotely sensed images to generate training datasets suitable for satellite video single object tracking.  ...  sensing object dataset DOTA, and Gong Cheng, Junwei Han from School of Automation, Northwestern Polytechnical University, Xi'an for providing the awesome remote sensing object dataset DIOR.  ... 
doi:10.3390/rs13071298 fatcat:sw5b4kdzrrdkjl4jlp474bn3ua

A Survey of Green Networking Research

Aruna Prem Bianzino, Claude Chaudet, Dario Rossi, Jean-Louis Rougier
2012 IEEE Communications Surveys and Tutorials  
In this work, we first formulate a more precise definition of the "green" attribute. We furthermore identify a few paradigms that are the key enablers of energy-aware networking research.  ...  In this work, we not only explore specific proposals pertaining to each of the above branches, but also offer a perspective for research.  ...  The next paragraphs survey the literature concerning the energy consumption evaluation of single and networked systems, before discussing metrics and benchmarks. A.  ... 
doi:10.1109/surv.2011.113010.00106 fatcat:34hwopnzqraqtb5kkwu2ydtaoi

A Survey of Green Networking Research [article]

Aruna Prem Bianzino, Claude Chaudet, Dario Rossi, Jean-Louis Rougier
2010 arXiv   pre-print
In this work, we first formulate a more precise definition of the "green" attribute. We furthermore identify a few paradigms that are the key enablers of energy-aware networking research.  ...  In this work, we do not only explore specific proposals pertaining to each of the above branches, but also offer a perspective for research.  ...  The next paragraphs survey the literature concerning the energy consumption evaluation of single and networked systems, before discussing metrics and benchmarks. A.  ... 
arXiv:1010.3880v1 fatcat:3pyjmtjsxzajnn6b5emfz3ntb4

Affordance Research in Developmental Robotics: A Survey

Huaqing Min, Chang'an Yi, Ronghua Luo, Jinhui Zhu, Sheng Bi
2016 IEEE Transactions on Cognitive and Developmental Systems  
This survey provides an entry point for interested researchers, including: 1) a general overview; 2) classification and critical analysis of existing work; 3) discussion of how affordances are useful in  ...  developmental robotics; 4) some open questions about how to use the affordance concept; and 5) a few promising research directions.  ...  A single interaction will produce an instance of this triplet (object, action, effect).  ... 
doi:10.1109/tcds.2016.2614992 fatcat:y3t4rgzbqzh55b37ovafu462jy

Construction 4.0: a survey of research trends

Nathalie Perrier, Aristide Bled, Mario Bourgault, Nolwenn Cousin, Christophe Danjou, Robert Pellerin, Thibaut Roland
2020 Journal of Information Technology in Construction  
This paper proposes a classification of existing literature on applications of Construction 4.0 technologies to allow for a better analysis of trends and gaps in the research.  ...  A total of nearly 200 research papers between 2009 and 2020 were reviewed and analyzed. Overall, the analysis shows that research on Construction 4.0 is closely aligned with the construction phase.  ...  ACKNOWLEDGEMENTS This work has been supported by the Pomerleau Industrial Research Chair in Innovation and Construction Project Governance and the Jarislowsky / SNC-Lavalin Research Chair in the Management  ... 
doi:10.36680/j.itcon.2020.024 fatcat:2tskbbrqunfrbdc6qy54b6ni34

Operations research games: A survey

Peter Borm, Herbert Hamers, Ruud Hendrickx
2001 TOP - An Official Journal of the Spanish Society of Statistics and Operations Research  
This paper surveys the research area of cooperative games associated with several types of operations research problems in which various decision makers (players) are involved.  ...  It is surveyed on the basis of a distinction between the nature of the underlying optimisation problem: connection, routing, scheduling, production and inventory.  ...  possibly di®erent individual associations and to enter new research tracks.  ... 
doi:10.1007/bf02579075 fatcat:bbk6sxxrkbcx5pvfxfv5prqzhy

Underwater Robot Sensing Technology: A Survey

Yang Cong, Changjun Gu, Tao Zhang, Yajun Gao
2021 Fundamental Research  
Single-Beam Sonar: As shown in Fig. 2 (a) , the single-beam sonar receives a beam of the short-pulse acoustic signal emitted by a transducer and computes the depth of a submerged object by travel time  ...  Underwater Object Detection and Tracking Underwater object detection aims to find the objects of interest in an image, as shown in Fig. 6 (c) .  ... 
doi:10.1016/j.fmre.2021.03.002 fatcat:ebfflimop5gujmqdlzx3d54g5y

Autonomous Convoying: A Survey on Current Research and Development

Saeid Nahavandi, Shady Mohamed, Ibrahim Hossain, Darius Nahavandi, Syed Moshfeq Salaken, Mohammad Rokonuzzaman, Rachael Ayoub, Robin Smith
2022 IEEE Access  
This paper presents a concise survey on current research and development initiatives in autonomous convoying while critically discussing the underlying techniques and technologies developed in this domain  ...  Convoying or platooning with a fleet of autonomous vehicles, which is denoted as autonomous convoying in this paper, has attracted increasing attention from the research communities, governments, and private  ...  ACKNOWLEDGMENT This research was sponsored by the Australian Army.  ... 
doi:10.1109/access.2022.3147251 fatcat:75kmb7geqvhujfis6ryx5dejei
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