{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T05:01:28Z","timestamp":1750309288257,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":15,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,1,12]],"date-time":"2024-01-12T00:00:00Z","timestamp":1705017600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,1,12]]},"DOI":"10.1145\/3645259.3645268","type":"proceedings-article","created":{"date-parts":[[2024,5,3]],"date-time":"2024-05-03T21:52:25Z","timestamp":1714773145000},"page":"48-52","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Real-Time Predictability Analysis and Enhancement of Deep-Learning-Based Object Tracking"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8530-6257","authenticated-orcid":false,"given":"Mingyang","family":"Zhang","sequence":"first","affiliation":[{"name":"PSI-EAVISE research group, Department of Electrical Engineering, KU Leuven, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3667-7406","authenticated-orcid":false,"given":"Kristof Van","family":"Beeck","sequence":"additional","affiliation":[{"name":"PSI-EAVISE research group, Department of Electrical Engineering, KU Leuven, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7477-8961","authenticated-orcid":false,"given":"Toon","family":"Goedem\u00e9","sequence":"additional","affiliation":[{"name":"PSI-EAVISE research group, Department of Electrical Engineering, KU Leuven, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,5,3]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"\u00a0S. Torr","author":"Bertinetto Luca","year":"2016","unstructured":"Luca Bertinetto, Jack Valmadre, Jo\u00e3o\u00a0F. Henriques, Andrea Vedaldi, and Philip H.\u00a0S. Torr. 2016. Fully-Convolutional Siamese Networks for Object Tracking. In Proceedings of the European Conference on Computer Vision (ECCV), Gang Hua and Herv\u00e9 J\u00e9gou (Eds.). Springer, 850\u2013865."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.23919\/FUSION43075.2019.9011338"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAR49639.2020.9108096"},{"key":"e_1_3_2_1_4_1","volume-title":"Improving post training neural quantization: Layer-wise calibration and integer programming. arXiv preprint arXiv:2006.10518","author":"Hubara Itay","year":"2020","unstructured":"Itay Hubara, Yury Nahshan, Yair Hanani, Ron Banner, and Daniel Soudry. 2020. Improving post training neural quantization: Layer-wise calibration and integer programming. arXiv preprint arXiv:2006.10518 (2020)."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3373087.3375887"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00441"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00935"},{"volume-title":"Optimisation of a Siamese Neural Network for Real-Time Energy Efficient Object Tracking","author":"Przewlocka Dominika","key":"e_1_3_2_1_8_1","unstructured":"Dominika Przewlocka, Mateusz Wasala, Hubert Szolc, Krzysztof Blachut, and Tomasz Kryjak. 2020. Optimisation of a Siamese Neural Network for Real-Time Energy Efficient Object Tracking. In Computer Vision and Graphics, Leszek\u00a0J. Chmielewski, Ryszard Kozera, and Arkadiusz Or\u0142owski (Eds.). Springer International Publishing, Cham, 151\u2013163."},{"volume-title":"Design and Architecture for Signal and Image Processing","author":"Przewlocka-Rus Dominika","key":"e_1_3_2_1_9_1","unstructured":"Dominika Przewlocka-Rus and Tomasz Kryjak. 2022. Towards Real-Time and Energy Efficient Siamese Tracking \u2013 A Hardware-Software Approach. In Design and Architecture for Signal and Image Processing, Karol Desnos and Sergio Pertuz (Eds.). Springer International Publishing, Cham, 162\u2013173."},{"key":"e_1_3_2_1_10_1","volume-title":"fundamental algorithms for scientific computing in Python. Nature methods 17, 3","author":"Virtanen Pauli","year":"2020","unstructured":"Pauli Virtanen, Ralf Gommers, Travis\u00a0E Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, 2020. SciPy 1.0: fundamental algorithms for scientific computing in Python. Nature methods 17, 3 (2020), 261\u2013272."},{"key":"e_1_3_2_1_11_1","unstructured":"Xilinx. [n. d.]. PYNQ - Python Productivity for Zynq. https:\/\/pynq.io\/"},{"key":"e_1_3_2_1_12_1","unstructured":"Xilinx. 2022. DPUCZDX8G for zynq UltraScale+ MPSoCs product guide (PG338). https:\/\/docs.xilinx.com\/r\/en-US\/pg338-dpu?tocId=3xsG16y_QFTWvAJKHbisEw"},{"key":"e_1_3_2_1_13_1","unstructured":"Xilinx. 2022. Vitis HLS - Xilinx. https:\/\/www.xilinx.com\/products\/design-tools\/vitis\/vitis-hls.html"},{"key":"e_1_3_2_1_14_1","unstructured":"Xilinx. 2023. Vitis AI User Guide (UG1414). https:\/\/docs.xilinx.com\/r\/en-US\/ug1414-vitis-ai\/Vitis-AI-Runtime"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDSP.2018.8631813"}],"event":{"name":"IPMV 2024: 2024 6th International Conference on Image Processing and Machine Vision","acronym":"IPMV 2024","location":"Macau China"},"container-title":["Proceedings of the 2024 6th International Conference on Image Processing and Machine Vision"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3645259.3645268","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3645259.3645268","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T00:03:21Z","timestamp":1750291401000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3645259.3645268"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,1,12]]},"references-count":15,"alternative-id":["10.1145\/3645259.3645268","10.1145\/3645259"],"URL":"https:\/\/doi.org\/10.1145\/3645259.3645268","relation":{},"subject":[],"published":{"date-parts":[[2024,1,12]]},"assertion":[{"value":"2024-05-03","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}