{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:14:47Z","timestamp":1750220087969,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":38,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,3,18]],"date-time":"2022-03-18T00:00:00Z","timestamp":1647561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Scientific Research Climbing Program of Xiamen University of Technology","award":["XPDKT19013"],"award-info":[{"award-number":["XPDKT19013"]}]},{"name":"Youth Innovation Fund Project of Xiamen City","award":["3502Z20206068"],"award-info":[{"award-number":["3502Z20206068"]}]},{"DOI":"10.13039\/501100003392","name":"Natural Science Foundation of Fujian Province","doi-asserted-by":"publisher","award":["2021J011185"],"award-info":[{"award-number":["2021J011185"]}],"id":[{"id":"10.13039\/501100003392","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Natural Science Foundation of China","award":["U1805264"],"award-info":[{"award-number":["U1805264"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,3,18]]},"DOI":"10.1145\/3532213.3532282","type":"proceedings-article","created":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T13:29:18Z","timestamp":1657718958000},"page":"458-463","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Twofold Siamese Network with Attentional Feature Fusion for Object Tracking"],"prefix":"10.1145","author":[{"given":"Huang","family":"Huang","sequence":"first","affiliation":[{"name":"Xiamen University of Technology, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Si","family":"Chen","sequence":"additional","affiliation":[{"name":"Xiamen University of Technology, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Da-Han","family":"Wang","sequence":"additional","affiliation":[{"name":"Xiamen University of Technology, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huarong","family":"Xu","sequence":"additional","affiliation":[{"name":"Xiamen University of Technology, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,7,13]]},"reference":[{"volume-title":"Philip H. S. Torr: Fully-Convolutional Siamese Networks for Object Tracking. In: ECCV Workshop (2016)","author":"Bertinetto Luca","key":"e_1_3_2_1_1_1","unstructured":"Luca Bertinetto , Jack Valmadre , Jo\u00e3o F. Henriques , Andrea Vedaldi , Philip H. S. Torr: Fully-Convolutional Siamese Networks for Object Tracking. In: ECCV Workshop (2016) Luca Bertinetto, Jack Valmadre, Jo\u00e3o F. Henriques, Andrea Vedaldi, Philip H. S. Torr: Fully-Convolutional Siamese Networks for Object Tracking. In: ECCV Workshop (2016)"},{"key":"e_1_3_2_1_2_1","volume-title":"Ross Beveridge Bruce A. Draper Yui Man Lui: Visual Object Tracking Using Adaptive Correlation Filters","author":"David S.","year":"2010","unstructured":"David S. Bolme J. Ross Beveridge Bruce A. Draper Yui Man Lui: Visual Object Tracking Using Adaptive Correlation Filters . In : CVPR ( 2010 ) David S. Bolme J. Ross Beveridge Bruce A. Draper Yui Man Lui: Visual Object Tracking Using Adaptive Correlation Filters. In: CVPR (2010)"},{"key":"e_1_3_2_1_3_1","volume-title":"Jorge P. Batista: Exploiting the Circulant Structure of Tracking-by-Detection with Kernels","author":"Henriques Jo\u00e3o F.","year":"2012","unstructured":"Jo\u00e3o F. Henriques , Rui Caseiro , Pedro Martins , Jorge P. Batista: Exploiting the Circulant Structure of Tracking-by-Detection with Kernels . In : ECCV ( 2012 ) Jo\u00e3o F. Henriques, Rui Caseiro, Pedro Martins, Jorge P. Batista: Exploiting the Circulant Structure of Tracking-by-Detection with Kernels. In: ECCV (2012)"},{"key":"e_1_3_2_1_4_1","volume-title":"Pedro Martins","author":"Henriques Jo\u00e3o F.","year":"2014","unstructured":"Jo\u00e3o F. Henriques , Rui Caseiro , Pedro Martins , Jorge Batista : High-Speed Tracking with Kernelized Correlation Filters . In : TPAMI( 2014 ) Jo\u00e3o F. Henriques, Rui Caseiro, Pedro Martins, Jorge Batista: High-Speed Tracking with Kernelized Correlation Filters. In: TPAMI(2014)"},{"key":"e_1_3_2_1_5_1","volume-title":"Michael Felsberg, Joost van de Weijer: Adaptive Color Attributes for Real-Time Visual Tracking. In: CVPR","author":"Danelljan Martin","year":"2014","unstructured":"Martin Danelljan , Fahad Shahbaz Khan , Michael Felsberg, Joost van de Weijer: Adaptive Color Attributes for Real-Time Visual Tracking. In: CVPR ( 2014 ). Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg, Joost van de Weijer: Adaptive Color Attributes for Real-Time Visual Tracking. In: CVPR (2014)."},{"key":"e_1_3_2_1_6_1","volume-title":"Jianke Zhu: A Scale Adaptive Kernel Correlation Filter Tracker with Feature Integration","author":"Li Yang","year":"2014","unstructured":"Yang Li , Jianke Zhu: A Scale Adaptive Kernel Correlation Filter Tracker with Feature Integration . In : ECCV ( 2014 ). Yang Li, Jianke Zhu: A Scale Adaptive Kernel Correlation Filter Tracker with Feature Integration. In: ECCV (2014)."},{"key":"e_1_3_2_1_7_1","unstructured":"Alex Krizhevsky Ilya Sutskever Geoffrey E. Hinton: ImageNet Classification with Deep Convolutional Neural Networks. In: NIPS(2012)  Alex Krizhevsky Ilya Sutskever Geoffrey E. Hinton: ImageNet Classification with Deep Convolutional Neural Networks. In: NIPS(2012)"},{"key":"e_1_3_2_1_8_1","volume-title":"Andrew Zisserman: Very Deep Convolutional Networks for Large-Scale Image Recognition","author":"Simonyan Karen","year":"2014","unstructured":"Karen Simonyan , Andrew Zisserman: Very Deep Convolutional Networks for Large-Scale Image Recognition . In : Computer Science ( 2014 ) Karen Simonyan, Andrew Zisserman: Very Deep Convolutional Networks for Large-Scale Image Recognition. In: Computer Science (2014)"},{"key":"e_1_3_2_1_9_1","volume-title":"Vincent Vanhoucke","author":"Szegedy Christian","year":"2015","unstructured":"Christian Szegedy , Wei Liu , Yangqing Jia , Pierre Sermanet , Scott E. Reed , Dragomir Anguelov , Dumitru Erhan , Vincent Vanhoucke , Andrew Rabinovich : Going Deeper with Convolutions . In : CVPR ( 2015 ). Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott E. Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, Andrew Rabinovich: Going Deeper with Convolutions. In: CVPR (2015)."},{"key":"e_1_3_2_1_10_1","volume-title":"Shaoqing Ren","author":"He Kaiming","year":"2016","unstructured":"Kaiming He , Xiangyu Zhang , Shaoqing Ren , Jian Sun : Deep Residual Learning for Image Recognition . In : CVPR ( 2016 ) Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun: Deep Residual Learning for Image Recognition. In: CVPR (2016)"},{"key":"e_1_3_2_1_11_1","volume-title":"Smeulders: Siamese Instance Search for Tracking","author":"Tao Ran","year":"2016","unstructured":"Ran Tao , Efstratios Gavves , Arnold W. M. Smeulders: Siamese Instance Search for Tracking . In : CVPR ( 2016 ) Ran Tao, Efstratios Gavves, Arnold W. M. Smeulders: Siamese Instance Search for Tracking. In: CVPR (2016)"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3091434"},{"key":"e_1_3_2_1_13_1","volume-title":"Zheng Zhu","author":"Li Bo","year":"2018","unstructured":"Bo Li , Junjie Yan , Wei Wu , Zheng Zhu , Xiaolin Hu : High-Performance Visual Tracking with Siamese Region Proposal Network . In : CVPR ( 2018 ) Bo Li, Junjie Yan, Wei Wu, Zheng Zhu, Xiaolin Hu: High-Performance Visual Tracking with Siamese Region Proposal Network. In: CVPR (2018)"},{"key":"e_1_3_2_1_14_1","volume-title":"Torr: Fast Online Object Tracking and Segmentation: A Unifying Approach","author":"Wang Qiang","year":"2019","unstructured":"Qiang Wang , Li Zhang , Luca Bertinetto , Weiming Hu , Philip H. S. Torr: Fast Online Object Tracking and Segmentation: A Unifying Approach . In : CVPR ( 2019 ) Qiang Wang, Li Zhang, Luca Bertinetto, Weiming Hu, Philip H. S. Torr: Fast Online Object Tracking and Segmentation: A Unifying Approach. In: CVPR (2019)"},{"key":"e_1_3_2_1_15_1","volume-title":"Junliang Xing","author":"Li Bo","year":"2019","unstructured":"Bo Li , Wei Wu , Qiang Wang , Fangyi Zhang , Junliang Xing , Junjie Yan : Evolution of Siamese Visual Tracking with Very Deep Networks . In : CVPR ( 2019 ) Bo Li, Wei Wu, Qiang Wang, Fangyi Zhang, Junliang Xing, Junjie Yan: Evolution of Siamese Visual Tracking with Very Deep Networks. In: CVPR (2019)"},{"key":"e_1_3_2_1_16_1","volume-title":"Eduard S\u00e4ckinger","author":"Bromley Jane","year":"1993","unstructured":"Jane Bromley , Isabelle Guyon , Yann LeCun , Eduard S\u00e4ckinger , Roopak Shah : Signature Verification Using a Siamese Time Delay Neural Network . In : NIPS ( 1993 ) Jane Bromley, Isabelle Guyon, Yann LeCun, Eduard S\u00e4ckinger, Roopak Shah: Signature Verification Using a Siamese Time Delay Neural Network. In: NIPS (1993)"},{"key":"e_1_3_2_1_17_1","volume-title":"Geoffrey E. Hinton: Rectified Linear Units Improve Restricted Boltzmann Machines","author":"Nair Vinod","year":"2010","unstructured":"Vinod Nair , Geoffrey E. Hinton: Rectified Linear Units Improve Restricted Boltzmann Machines . In : ICML ( 2010 ) Vinod Nair, Geoffrey E. Hinton: Rectified Linear Units Improve Restricted Boltzmann Machines. In: ICML (2010)"},{"key":"e_1_3_2_1_18_1","volume-title":"Peng Wang","author":"Zhou Jinghao","year":"2020","unstructured":"Jinghao Zhou , Peng Wang , Haoyang Sun : Discriminative and Robust Online Learning for Siamese Visual Tracking . In : AAAI ( 2020 ) Jinghao Zhou, Peng Wang, Haoyang Sun: Discriminative and Robust Online Learning for Siamese Visual Tracking. In: AAAI (2020)"},{"key":"e_1_3_2_1_19_1","volume-title":"Xiaoyun Yang and Huchuan Lu: Transformer Tracking","author":"Chen Xin","year":"2021","unstructured":"Xin Chen , Bin Yan , Jiawen Zhu , Dong Wang , Xiaoyun Yang and Huchuan Lu: Transformer Tracking . In : CVPR ( 2021 ) Xin Chen, Bin Yan, Jiawen Zhu, Dong Wang, Xiaoyun Yang and Huchuan Lu: Transformer Tracking. In: CVPR (2021)"},{"key":"e_1_3_2_1_20_1","volume-title":"Limin Wang","author":"Cui Yutao","year":"2021","unstructured":"Yutao Cui , Cheng Jiang , Limin Wang , Gangshan Wu : Target Transformed Regression for Accurate Tracking . In : CVPR ( 2021 ) Yutao Cui, Cheng Jiang, Limin Wang, Gangshan Wu: Target Transformed Regression for Accurate Tracking. In: CVPR (2021)"},{"key":"e_1_3_2_1_21_1","volume-title":"Dong Wang","author":"Yan Bin","year":"2021","unstructured":"Bin Yan , Houwen Peng , Jianlong Fu , Dong Wang , Huchuan Lu : Learning Spatio-Temporal Transformer for Visual Tracking . In : CVPR ( 2021 ) Bin Yan, Houwen Peng, Jianlong Fu, Dong Wang, Huchuan Lu: Learning Spatio-Temporal Transformer for Visual Tracking. In: CVPR (2021)"},{"key":"e_1_3_2_1_22_1","volume-title":"Zhenhua Wang","author":"Guo Dongyan","year":"2020","unstructured":"Dongyan Guo , Jun Wang , Ying Cui , Zhenhua Wang , Shengyong Chen : SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking . In : CVPR ( 2020 ) Dongyan Guo, Jun Wang, Ying Cui, Zhenhua Wang, Shengyong Chen: SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking. In: CVPR (2020)"},{"key":"e_1_3_2_1_23_1","volume-title":"Liyan Zhang","author":"Guo Dongyan","year":"2021","unstructured":"Dongyan Guo , Yanyan Shao , Ying Cui , Zhenhua Wang , Liyan Zhang , Chunhua Shen : Graph Attention Tracking . In : CVPR ( 2021 ) Dongyan Guo, Yanyan Shao, Ying Cui, Zhenhua Wang, Liyan Zhang, Chunhua Shen: Graph Attention Tracking. In: CVPR (2021)"},{"key":"e_1_3_2_1_24_1","volume-title":"An Introductory Survey on Attention Mechanisms in NLP Problems","author":"Hu Dichao","year":"2019","unstructured":"Dichao Hu : An Introductory Survey on Attention Mechanisms in NLP Problems . In : IntelliSys ( 2019 ) Dichao Hu: An Introductory Survey on Attention Mechanisms in NLP Problems. In: IntelliSys (2019)"},{"key":"e_1_3_2_1_25_1","volume-title":"Alex Graves","author":"Mnih Volodymyr","year":"2014","unstructured":"Volodymyr Mnih , Nicolas Heess , Alex Graves , Koray Kavukcuoglu : Recurrent Models of Visual Attention.\u00a0In: NIPS ( 2014 ) Volodymyr Mnih, Nicolas Heess, Alex Graves, Koray Kavukcuoglu: Recurrent Models of Visual Attention.\u00a0In: NIPS (2014)"},{"key":"e_1_3_2_1_26_1","volume-title":"Kyunghyun Cho","author":"Bahdanau Dzmitry","year":"2015","unstructured":"Dzmitry Bahdanau , Kyunghyun Cho , Yoshua Bengio : Neural Machine Translation by Jointly Learning to Align and Translate . In : ICLR ( 2015 ) Dzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio: Neural Machine Translation by Jointly Learning to Align and Translate. In: ICLR (2015)"},{"key":"e_1_3_2_1_27_1","unstructured":"Kelvin Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron C. Courville Ruslan Salakhutdinov Richard S. Zemel Yoshua Bengio: Show Attend and Tell: Neural Image Caption Generation with Visual Attention.\u00a0In: ICML (2015)  Kelvin Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron C. Courville Ruslan Salakhutdinov Richard S. Zemel Yoshua Bengio: Show Attend and Tell: Neural Image Caption Generation with Visual Attention.\u00a0In: ICML (2015)"},{"key":"e_1_3_2_1_28_1","volume-title":"Attention Is All You Need","author":"Vaswani","year":"2017","unstructured":"Vaswani A, Shazier N, Parmar N , : Attention Is All You Need . In : NIPS ( 2017 ) Vaswani A, Shazier N, Parmar N, : Attention Is All You Need. In: NIPS (2017)"},{"key":"e_1_3_2_1_29_1","volume-title":"Weiming Hu","author":"Wang Qiang","year":"2018","unstructured":"Qiang Wang , Zhu Teng , Junliang Xing , Jin Gao , Weiming Hu , Stephen Maybank: Learning Attentions: Residual Attentional Siamese Network for High-Performance Online Visual Tracking . In: CVPR ( 2018 ) Qiang Wang, Zhu Teng, Junliang Xing, Jin Gao, Weiming Hu, Stephen Maybank: Learning Attentions: Residual Attentional Siamese Network for High-Performance Online Visual Tracking. In: CVPR (2018)"},{"key":"e_1_3_2_1_30_1","volume-title":"Matthew R. Scott: Deformable Siamese Attention Networks for Visual Object Tracking","author":"Yu Yuecheng","year":"2020","unstructured":"Yuecheng Yu , Yilei Xiong , Weilin Huang , Matthew R. Scott: Deformable Siamese Attention Networks for Visual Object Tracking . In : CVPR ( 2020 ) Yuecheng Yu, Yilei Xiong, Weilin Huang, Matthew R. Scott: Deformable Siamese Attention Networks for Visual Object Tracking. In: CVPR (2020)"},{"key":"e_1_3_2_1_31_1","volume-title":"Xin Zhao","author":"Huang Lianghua","year":"2019","unstructured":"Lianghua Huang , Xin Zhao , Kaiqi Huang : GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild . In : TPAMI ( 2019 ). Lianghua Huang, Xin Zhao, Kaiqi Huang: GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild. In: TPAMI (2019)."},{"key":"e_1_3_2_1_32_1","volume-title":"Ming-Hsuan Yang: Object Tracking Benchmark","author":"Wu Yi","year":"2015","unstructured":"Yi Wu , Jongwoo Lim , Ming-Hsuan Yang: Object Tracking Benchmark . In : TPAMI ( 2015 ) Yi Wu, Jongwoo Lim, Ming-Hsuan Yang: Object Tracking Benchmark. In: TPAMI (2015)"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01261-8_28"},{"key":"e_1_3_2_1_34_1","volume-title":"Philip H. S: End-to-End Representation Learning for Correlation Filter Based Tracking","author":"Valmadre Jack","year":"2017","unstructured":"Jack Valmadre , Luca Bertinetto , Jo\u00e3o F. Henriques , Andrea Vedaldi , Philip H. S: End-to-End Representation Learning for Correlation Filter Based Tracking . In : CVPR ( 2017 ) Jack Valmadre, Luca Bertinetto, Jo\u00e3o F. Henriques, Andrea Vedaldi, Philip H. S: End-to-End Representation Learning for Correlation Filter Based Tracking. In: CVPR (2017)"},{"key":"e_1_3_2_1_35_1","volume-title":"Shugao Ma","author":"Zhang Jianming","year":"2014","unstructured":"Jianming Zhang , Shugao Ma , Stan Sclaroff : Meem: Robust Tracking Via Multiple Experts Using Entropy Minimization . In : ECCV ( 2014 ) Jianming Zhang, Shugao Ma, Stan Sclaroff: Meem: Robust Tracking Via Multiple Experts Using Entropy Minimization. In: ECCV (2014)"},{"key":"e_1_3_2_1_36_1","volume-title":"Ming-Hsuan Yang: Object Tracking Via Dual Linear Structured SVM and Explicit Feature Map","author":"Ning Jifeng","year":"2016","unstructured":"Jifeng Ning , Jimei Yang , Shaojie Jiang , Lei Zhang , Ming-Hsuan Yang: Object Tracking Via Dual Linear Structured SVM and Explicit Feature Map . In : CVPR ( 2016 ) Jifeng Ning, Jimei Yang, Shaojie Jiang, Lei Zhang, Ming-Hsuan Yang: Object Tracking Via Dual Linear Structured SVM and Explicit Feature Map. In: CVPR (2016)"},{"key":"e_1_3_2_1_37_1","volume-title":"Torr: Staple: Comple-Mentary Learners for Real-time Tracking","author":"Bertinetto Luca","year":"2016","unstructured":"Luca Bertinetto , Jack Valmadre , Stuart Golodetz , Ondrej Miksik , Philip H. S. Torr: Staple: Comple-Mentary Learners for Real-time Tracking . In : CVPR ( 2016 ) Luca Bertinetto, Jack Valmadre, Stuart Golodetz, Ondrej Miksik, Philip H. S. Torr: Staple: Comple-Mentary Learners for Real-time Tracking. In: CVPR (2016)"},{"key":"e_1_3_2_1_38_1","volume-title":"Yiquan Wu","author":"Dai Yimian","year":"2021","unstructured":"Yimian Dai , Fabian Gieseke , Stefan Oehmcke , Yiquan Wu , Kobus Barnard : Attentional Feature Fusion . In : WACV ( 2021 ) Yimian Dai, Fabian Gieseke, Stefan Oehmcke, Yiquan Wu, Kobus Barnard: Attentional Feature Fusion. In: WACV (2021)"}],"event":{"name":"ICCAI '22: 2022 8th International Conference on Computing and Artificial Intelligence","acronym":"ICCAI '22","location":"Tianjin China"},"container-title":["Proceedings of the 8th International Conference on Computing and Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3532213.3532282","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3532213.3532282","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T18:09:43Z","timestamp":1750183783000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3532213.3532282"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,3,18]]},"references-count":38,"alternative-id":["10.1145\/3532213.3532282","10.1145\/3532213"],"URL":"https:\/\/doi.org\/10.1145\/3532213.3532282","relation":{},"subject":[],"published":{"date-parts":[[2022,3,18]]},"assertion":[{"value":"2022-07-13","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}