{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T01:25:00Z","timestamp":1776216300730,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":55,"publisher":"ACM","funder":[{"name":"Jiangxi Provincial Natural Science Foundation General Program","award":["20242BAB25079"],"award-info":[{"award-number":["20242BAB25079"]}]},{"name":"National Natural Science Foundation of China project","award":["62262023"],"award-info":[{"award-number":["62262023"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,10,13]]},"DOI":"10.1145\/3716553.3750780","type":"proceedings-article","created":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T13:13:16Z","timestamp":1760188396000},"page":"434-445","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Time-channel Adaptive Fusion and Hierarchical Attention Mechanism for Dynamic Hand Gesture Recognition"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-3642-0451","authenticated-orcid":false,"given":"Longjie","family":"Huang","sequence":"first","affiliation":[{"name":"Jiangxi University of Finance and Economics, Nanchang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-1474-3881","authenticated-orcid":false,"given":"Jianhai","family":"Liu","sequence":"additional","affiliation":[{"name":"Jiangxi University of Finance and Economics, Nanchang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1706-525X","authenticated-orcid":false,"given":"Yong","family":"Gu","sequence":"additional","affiliation":[{"name":"School of Software and Internet of Things Engineering, JiangXi University of Finance and Economics, NanChang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-7653-6368","authenticated-orcid":false,"given":"Kai","family":"Jiang","sequence":"additional","affiliation":[{"name":"Jiangxi University of Finance and Economics, Nanchang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3779-5647","authenticated-orcid":false,"given":"Haibo","family":"Li","sequence":"additional","affiliation":[{"name":"KTH Royal Institute of Technology, stockholm, Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,10,12]]},"reference":[{"key":"e_1_3_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00126"},{"key":"e_1_3_3_1_3_2","doi-asserted-by":"publisher","unstructured":"Safa Ameur Anouar Ben\u00a0Khalifa and Med\u00a0Salim Bouhlel. 2020. A Novel Hybrid Bidirectional Unidirectional LSTM Network for Dynamic Hand Gesture Recognition with Leap Motion. Entertainment Computing 35 (2020) 100373. 10.1016\/j.entcom.2020.100373","DOI":"10.1016\/j.entcom.2020.100373"},{"key":"e_1_3_3_1_4_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.406"},{"key":"e_1_3_3_1_5_2","doi-asserted-by":"crossref","unstructured":"Zongjing Cao Yan Li and Byeong-Seok Shin. 2022. Content-adaptive and attention-based network for hand gesture recognition. Applied Sciences 12 4 (2022) 2041.","DOI":"10.3390\/app12042041"},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.502"},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"crossref","unstructured":"Xianpeng Cheng Fei Lu and Yuhong Liu. 2024. Lightweight hybrid model based on MobileNet-v2 and Vision Transformer for human\u2013robot interaction. Engineering Applications of Artificial Intelligence 127 (2024) 107288.","DOI":"10.1016\/j.engappai.2023.107288"},{"key":"e_1_3_3_1_8_2","doi-asserted-by":"publisher","unstructured":"Andrea D\u2019Eusanio Alessandro Simoni Stefano Pini Guido Borghi Roberto Vezzani and Rita Cucchiara. 2020. Multimodal Hand Gesture Classification for the Human-Car Interaction. Informatics 7 3 (2020) 31. 10.3390\/INFORMATICS7030031","DOI":"10.3390\/INFORMATICS7030031"},{"key":"e_1_3_3_1_9_2","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2019.00061"},{"key":"e_1_3_3_1_10_2","doi-asserted-by":"publisher","unstructured":"Chen Du Yanna Wang Chunheng Wang Cunzhao Shi and Baihua Xiao. 2020. Selective Feature Connection Mechanism: Concatenating Multi-Layer CNN Features with a Feature Selector. Pattern Recognition Letters 129 (2020) 108\u2013114. 10.1016\/j.patrec.2019.11.015","DOI":"10.1016\/j.patrec.2019.11.015"},{"key":"e_1_3_3_1_11_2","doi-asserted-by":"publisher","DOI":"10.1109\/3DV50981.2020.00072"},{"key":"e_1_3_3_1_12_2","doi-asserted-by":"crossref","unstructured":"Dinghao Fan Hengjie Lu Shugong Xu and Shan Cao. 2021. Multi-task and multi-modal learning for rgb dynamic gesture recognition. IEEE Sensors Journal 21 23 (2021) 27026\u201327036.","DOI":"10.1109\/JSEN.2021.3123443"},{"key":"e_1_3_3_1_13_2","doi-asserted-by":"publisher","unstructured":"Qing Gao Yongquan Chen Zhaojie Ju and Yi Liang. 2022. Dynamic Hand Gesture Recognition Based on 3D Hand Pose Estimation for Human\u2013Robot Interaction. IEEE Sensors Journal 22 18 (2022) 17421\u201317430. 10.1109\/JSEN.2021.3059685","DOI":"10.1109\/JSEN.2021.3059685"},{"key":"e_1_3_3_1_14_2","doi-asserted-by":"publisher","unstructured":"Mallika Garg Debashis Ghosh and Pyari\u00a0Mohan Pradhan. 2023. Multiscaled Multi-Head Attention-Based Video Transformer Network for Hand Gesture Recognition. IEEE Signal Processing Letters 30 (2023) 80\u201384. 10.1109\/LSP.2023.3241857","DOI":"10.1109\/LSP.2023.3241857"},{"key":"e_1_3_3_1_15_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW63382.2024.00254"},{"key":"e_1_3_3_1_16_2","doi-asserted-by":"publisher","unstructured":"Mallika Garg Debashis Ghosh and Pyari\u00a0Mohan Pradhan. 2024. MVTN: A Multiscale Video Transformer Network for Hand Gesture Recognition. 10.48550\/arXiv.2409.03890","DOI":"10.48550\/arXiv.2409.03890"},{"key":"e_1_3_3_1_17_2","doi-asserted-by":"publisher","DOI":"10.1109\/WACV61041.2025.00600"},{"key":"e_1_3_3_1_18_2","doi-asserted-by":"publisher","unstructured":"Xiaofeng Guo Qing Zhu Yaonan Wang Yang Mo Jingtao Sun Kai Zeng and Mingtao Feng. 2024. A Fast-Response Dynamic-Static Parallel Attention GCN Network for Body\u2013Hand Gesture Recognition in HRI. IEEE Transactions on Industrial Electronics 71 6 (2024) 5993\u20136004. 10.1109\/TIE.2023.3299012","DOI":"10.1109\/TIE.2023.3299012"},{"key":"e_1_3_3_1_19_2","doi-asserted-by":"publisher","unstructured":"Aashni Haria Archanasri Subramanian Nivedhitha Asokkumar Shristi Poddar and Jyothi\u00a0S Nayak. 2017. Hand Gesture Recognition for Human Computer Interaction\u7528\u4e8e\u4eba\u673a\u4ea4\u4e92\u7684\u624b\u52bf\u8bc6\u522b. Procedia Computer Science 115 (2017) 367\u2013374. 10.1016\/j.procs.2017.09.092","DOI":"10.1016\/j.procs.2017.09.092"},{"key":"e_1_3_3_1_20_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"e_1_3_3_1_21_2","doi-asserted-by":"publisher","unstructured":"Yuan Li Xinggang Wang Wenyu Liu and Bin Feng. 2018. Deep Attention Network for Joint Hand Gesture Localization and Recognition Using Static RGB-D Images. Information Sciences 441 (2018) 66\u201378. 10.1016\/j.ins.2018.02.024","DOI":"10.1016\/j.ins.2018.02.024"},{"key":"e_1_3_3_1_22_2","doi-asserted-by":"publisher","unstructured":"Zenan Lin Wenwei Song and Wenxiong Kang. 2025. Multiscale Super-Images for Dynamic Hand Gesture Authentication. IEEE Transactions on Circuits and Systems for Video Technology 35 7 (2025) 6329\u20136340. 10.1109\/TCSVT.2025.3540444","DOI":"10.1109\/TCSVT.2025.3540444"},{"key":"e_1_3_3_1_23_2","doi-asserted-by":"publisher","unstructured":"Xiulong Liu Hankai Liu Yantao Han Xin Xie Xinyu Tong and Keqiu Li. 2025. MHTrack: mmWave-based Mobile Hand Tracking. IEEE Transactions on Mobile Computing (2025) 1\u201315. 10.1109\/TMC.2025.3560074","DOI":"10.1109\/TMC.2025.3560074"},{"key":"e_1_3_3_1_24_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"e_1_3_3_1_25_2","doi-asserted-by":"publisher","unstructured":"Meng Lou Shu Zhang Hong-Yu Zhou Sibei Yang Chuan Wu and Yizhou Yu. 2025. TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual Recognition. IEEE Transactions on Neural Networks and Learning Systems (2025) 1\u201314. 10.1109\/TNNLS.2025.3550979","DOI":"10.1109\/TNNLS.2025.3550979"},{"key":"e_1_3_3_1_26_2","doi-asserted-by":"publisher","unstructured":"Yuncheng Lu Van\u00a0Loi Le and Tony Tae-Hyoung Kim. 2023. A 184-\u03bcW Error-Tolerant Real-Time Hand Gesture Recognition System with Hybrid Tiny Classifiers Utilizing Edge CNN. IEEE Journal of Solid-State Circuits 58 2 (2023) 530\u2013542. 10.1109\/JSSC.2022.3179601","DOI":"10.1109\/JSSC.2022.3179601"},{"key":"e_1_3_3_1_27_2","doi-asserted-by":"publisher","DOI":"10.5555\/3157382.3157645"},{"key":"e_1_3_3_1_28_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-30645-8_51"},{"key":"e_1_3_3_1_29_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSP60870.2024.10543590"},{"key":"e_1_3_3_1_30_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.456"},{"key":"e_1_3_3_1_31_2","doi-asserted-by":"publisher","unstructured":"Satya Narayan Arka\u00a0Prokash Mazumdar and Santosh\u00a0Kumar Vipparthi. 2023. SBI-DHGR: Skeleton-based Intelligent Dynamic Hand Gestures Recognition. Expert Systems With Applications 232 C (2023). 10.1016\/j.eswa.2023.120735","DOI":"10.1016\/j.eswa.2023.120735"},{"key":"e_1_3_3_1_32_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00549"},{"key":"e_1_3_3_1_33_2","doi-asserted-by":"publisher","unstructured":"Gyutae Park Vasantha\u00a0Kumar Chandrasegar and Jinhwan Koh. 2023. Accuracy Enhancement of Hand Gesture Recognition Using CNN. IEEE access : practical innovations open solutions 11 (2023) 26496\u201326501. 10.1109\/ACCESS.2023.3254537","DOI":"10.1109\/ACCESS.2023.3254537"},{"key":"e_1_3_3_1_34_2","doi-asserted-by":"publisher","DOI":"10.1109\/RIVF51545.2021.9642078"},{"key":"e_1_3_3_1_35_2","doi-asserted-by":"publisher","unstructured":"Van\u00a0Tien Pham Yassine Zniyed and Thanh\u00a0Phuong Nguyen. 2025. Enhanced Network Compression through Tensor Decompositions and Pruning. IEEE Transactions on Neural Networks and Learning Systems 36 3 (2025) 4358\u20134370. 10.1109\/TNNLS.2024.3370294","DOI":"10.1109\/TNNLS.2024.3370294"},{"key":"e_1_3_3_1_36_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVIDL62147.2024.10604197"},{"key":"e_1_3_3_1_37_2","doi-asserted-by":"publisher","unstructured":"Siddharth\u00a0S. Rautaray and Anupam Agrawal. 2015. Vision Based Hand Gesture Recognition for Human Computer Interaction: A Survey. Artificial Intelligence Review 43 1 (2015) 1\u201354. 10.1007\/s10462-012-9356-9","DOI":"10.1007\/s10462-012-9356-9"},{"key":"e_1_3_3_1_38_2","doi-asserted-by":"publisher","unstructured":"Hua Shen Zhiwei Wang Jixin Zhang and Mingwu Zhang. 2024. L-Net: A lightweight convolutional neural network for devices with low computing power. Inf. Sci. 660 C (March 2024) 20\u00a0pages. 10.1016\/j.ins.2024.120131","DOI":"10.1016\/j.ins.2024.120131"},{"key":"e_1_3_3_1_39_2","doi-asserted-by":"publisher","DOI":"10.5555\/2968826.2968890"},{"key":"e_1_3_3_1_40_2","doi-asserted-by":"publisher","unstructured":"Rohit\u00a0Pratap Singh and Laiphrakpam\u00a0Dolendro Singh. 2024. Dyhand: Dynamic Hand Gesture Recognition Using BiLSTM and Soft Attention Methods: DyHand: Dynamic Hand Gesture Recognition Using BiLSTM and Soft Attention Methods. Vis. Comput. 41 1 (2024) 41\u201351. 10.1007\/s00371-024-03307-4","DOI":"10.1007\/s00371-024-03307-4"},{"key":"e_1_3_3_1_41_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICEECT61758.2024.10738958"},{"key":"e_1_3_3_1_42_2","doi-asserted-by":"publisher","unstructured":"Chun\u00a0Keat Tan Kian\u00a0Ming Lim Roy Kwang\u00a0Yang Chang Chin\u00a0Poo Lee and Ali Alqahtani. 2023. HGR-ViT: Hand Gesture Recognition with Vision Transformer. Sensors (Basel Switzerland) 23 12 (2023) 5555. 10.3390\/s23125555","DOI":"10.3390\/s23125555"},{"key":"e_1_3_3_1_43_2","doi-asserted-by":"publisher","unstructured":"Reena Tripathi and Bindu Verma. 2023. Survey on Vision-Based Dynamic Hand Gesture Recognition. Vis. Comput. 40 9 (2023) 6171\u20136199. 10.1007\/s00371-023-03160-x","DOI":"10.1007\/s00371-023-03160-x"},{"key":"e_1_3_3_1_44_2","doi-asserted-by":"publisher","DOI":"10.5555\/3295222.3295349"},{"key":"e_1_3_3_1_45_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICIICS59993.2023.10421202"},{"key":"e_1_3_3_1_46_2","doi-asserted-by":"publisher","unstructured":"Heng Wang Dan Oneata Jakob Verbeek and Cordelia Schmid. 2016. A Robust and Efficient Video Representation for Action Recognition. International Journal of Computer Vision 119 3 (2016) 219\u2013238. 10.1007\/s11263-015-0846-5","DOI":"10.1007\/s11263-015-0846-5"},{"key":"e_1_3_3_1_47_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00123"},{"key":"e_1_3_3_1_48_2","doi-asserted-by":"publisher","unstructured":"Guihao Wen Ming Li Yonghang Luo Chaoshan Shi and Yunfei Tan. 2024. The Improved YOLOv8 Algorithm Based on EMSPConv and SPE-head Modules. Multimedia Tools and Applications 83 21 (2024) 61007\u201361023. 10.1007\/s11042-023-17957-4","DOI":"10.1007\/s11042-023-17957-4"},{"key":"e_1_3_3_1_49_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00677"},{"key":"e_1_3_3_1_50_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00677"},{"key":"e_1_3_3_1_51_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.108"},{"key":"e_1_3_3_1_52_2","doi-asserted-by":"publisher","unstructured":"Jimin Yu Maowei Qin and Shangbo Zhou. 2022. Dynamic Gesture Recognition Based on 2D Convolutional Neural Network and Feature Fusion. Scientific Reports 12 1 (2022) 4345. 10.1038\/s41598-022-08133-z","DOI":"10.1038\/s41598-022-08133-z"},{"key":"e_1_3_3_1_53_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01055"},{"key":"e_1_3_3_1_54_2","doi-asserted-by":"publisher","unstructured":"Zitong Yu Benjia Zhou Jun Wan Pichao Wang Haoyu Chen and Xin Liu. 2021. Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition. IEEE Transactions on Image Processing 30 (2021) 5626\u20135640. 10.1109\/TIP.2021.3087348","DOI":"10.1109\/TIP.2021.3087348"},{"key":"e_1_3_3_1_55_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.523"},{"key":"e_1_3_3_1_56_2","doi-asserted-by":"crossref","unstructured":"Yifan Zhang Congqi Cao Jian Cheng and Hanqing Lu. 2018. EgoGesture: A new dataset and benchmark for egocentric hand gesture recognition. IEEE Transactions on Multimedia 20 5 (2018) 1038\u20131050.","DOI":"10.1109\/TMM.2018.2808769"}],"event":{"name":"ICMI '25: International Conference on Multimodal Interaction","location":"Canberra Australia","acronym":"ICMI '25","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 27th International Conference on Multimodal Interaction"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3716553.3750780","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,26]],"date-time":"2026-01-26T22:25:15Z","timestamp":1769466315000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3716553.3750780"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,12]]},"references-count":55,"alternative-id":["10.1145\/3716553.3750780","10.1145\/3716553"],"URL":"https:\/\/doi.org\/10.1145\/3716553.3750780","relation":{},"subject":[],"published":{"date-parts":[[2025,10,12]]},"assertion":[{"value":"2025-10-12","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}