{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:16:31Z","timestamp":1750220191678,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":16,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,9,23]],"date-time":"2022-09-23T00:00:00Z","timestamp":1663891200000},"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":[[2022,9,23]]},"DOI":"10.1145\/3573942.3574027","type":"proceedings-article","created":{"date-parts":[[2023,5,16]],"date-time":"2023-05-16T23:45:42Z","timestamp":1684280742000},"page":"311-318","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Lightweight Improved Based on YOLOv4 Object Detection Algorithm"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5292-3374","authenticated-orcid":false,"given":"Rui","family":"Chen","sequence":"first","affiliation":[{"name":"Xi 'an University of Posts and Telecommunications, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0792-1385","authenticated-orcid":false,"given":"Zhenzhong","family":"Li","sequence":"additional","affiliation":[{"name":"Xi 'an University of Posts and Telecommunications, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7643-1961","authenticated-orcid":false,"given":"Yuzhao","family":"Zhang","sequence":"additional","affiliation":[{"name":"Xi 'an University of Posts and Telecommunications, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5292-3374","authenticated-orcid":false,"given":"Yuehang","family":"Li","sequence":"additional","affiliation":[{"name":"Xi 'an University of Posts and Telecommunications, China"}]}],"member":"320","published-online":{"date-parts":[[2023,5,16]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Pablo Learning rich features from RGB-D images for object detection and segmentation[C]\/\/European conference on computer vision","author":"Gupta S","year":"2014","unstructured":"Gupta S, Girshick R, Arbel\u00e1ez, Pablo Learning rich features from RGB-D images for object detection and segmentation[C]\/\/European conference on computer vision. Springer, Cham, 2014: 345-360."},{"volume-title":"IEEE International Conference on Computer Vision. 2015: 1440-1448","author":"Girshick R.","key":"e_1_3_2_1_2_1","unstructured":"Girshick R. Fast R-CNN[C]\/\/Proceedings of the IEEE International Conference on Computer Vision. 2015: 1440-1448."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2577031"},{"key":"e_1_3_2_1_4_1","volume-title":"Compression and implementation of neural network models based on YOLOv3[J]. Micro- and nanoelectronics and smart manufacturing","author":"Zhang YP","year":"2020","unstructured":"Zhang YP, Wu JW, Ma ZG, Compression and implementation of neural network models based on YOLOv3[J]. Micro- and nanoelectronics and smart manufacturing, 2020, 2(01): 79-84."},{"key":"e_1_3_2_1_5_1","first-page":"7310","article-title":"trade-offs for modern convolutional object detectors[C]\/\/Proceedings of the IEEE conference on computer vision and pattern recognition","volume":"2017","author":"Huang J","unstructured":"Huang J, Rathod V, Sun C, Speed\/accuracy trade-offs for modern convolutional object detectors[C]\/\/Proceedings of the IEEE conference on computer vision and pattern recognition. IEEE, 2017: 7310-7311.","journal-title":"IEEE"},{"key":"e_1_3_2_1_6_1","volume-title":"You only look once: unified, real- time object detection[C]\/\/IEEE Conference on Computer Vision and Pattern Recognition","author":"Redmon J","year":"2016","unstructured":"Redmon J, Divvala S, Girshick R, You only look once: unified, real- time object detection[C]\/\/IEEE Conference on Computer Vision and Pattern Recognition. IEEE, 2016: 779-788."},{"issue":"9","key":"e_1_3_2_1_7_1","first-page":"1825","article-title":"A review of object detection algorithms for deep convolutional neural networks [J]","volume":"40","author":"Zhang ZM","year":"2019","unstructured":"Zhang ZM, Huo H, Zhao FY. A review of object detection algorithms for deep convolutional neural networks [J]. Small Microcomputer Systems, 2019, 40(9): 1825-1831.","journal-title":"Small Microcomputer Systems"},{"key":"e_1_3_2_1_8_1","volume-title":"Light-Head R-CNN: In defense of two-stage object detector [J]. ArXiv: 1711.07264","author":"Li ZM","year":"2017","unstructured":"Li ZM, Peng C, Yu G, Light-Head R-CNN: In defense of two-stage object detector [J]. ArXiv: 1711.07264, 2017."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"crossref","unstructured":"Pedoeem J Huang R. YOLO-LITE:A real-time object detection algorithm optimized for Non-GPU computers [J]. ArXiv:1811.05588 2018.","DOI":"10.1109\/BigData.2018.8621865"},{"key":"e_1_3_2_1_10_1","first-page":"8","article-title":"Lightweight convolutional neural network design based on MobileNet and YOLOv3 [J]","volume":"40","author":"Shao WP","year":"2020","unstructured":"Shao WP, Wang X, Cao ZR, Lightweight convolutional neural network design based on MobileNet and YOLOv3 [J]. Computer Applications, 2020, 40(S1): 8-13.","journal-title":"Computer Applications"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2389824"},{"key":"e_1_3_2_1_12_1","volume-title":"Efficient and accurate arbitrary-shaped text detection with pixel aggregation network[C]\/\/ICCV 2019: Proceedings of the IEEE\/CVF International Conference on Computer Vision","author":"Wang W","year":"2019","unstructured":"Wang W, Xie E, Song X, Efficient and accurate arbitrary-shaped text detection with pixel aggregation network[C]\/\/ICCV 2019: Proceedings of the IEEE\/CVF International Conference on Computer Vision. Piscataway: IEEE, 2019: 8440-8449."},{"key":"e_1_3_2_1_13_1","volume-title":"MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications[J]","author":"Howard A G","year":"2017","unstructured":"Howard A G, Zhu M, Chen B, MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications[J]. 2017."},{"key":"e_1_3_2_1_14_1","volume-title":"Xception: Deep Learning with Depthwise Separable Convolutions[C]\/\/2017 IEEE Conference on Computer Vision and Pattern Recognition","author":"Chollet F.","year":"2017","unstructured":"Chollet F. Xception: Deep Learning with Depthwise Separable Convolutions[C]\/\/2017 IEEE Conference on Computer Vision and Pattern Recognition, New York: IEEE Press, 2017: 1800-1807."},{"key":"e_1_3_2_1_15_1","volume-title":"Neuron-level Structured Pruning using Polarization Regularizer[C]\/\/ NeurIPS","author":"Zhuang T","year":"2020","unstructured":"Zhuang T, Zhang Z, Huang Y, Neuron-level Structured Pruning using Polarization Regularizer[C]\/\/ NeurIPS 2020. 2020."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-009-0275-4"}],"event":{"name":"AIPR 2022: 2022 5th International Conference on Artificial Intelligence and Pattern Recognition","acronym":"AIPR 2022","location":"Xiamen China"},"container-title":["Proceedings of the 2022 5th International Conference on Artificial Intelligence and Pattern Recognition"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3573942.3574027","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3573942.3574027","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:02:32Z","timestamp":1750186952000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3573942.3574027"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,23]]},"references-count":16,"alternative-id":["10.1145\/3573942.3574027","10.1145\/3573942"],"URL":"https:\/\/doi.org\/10.1145\/3573942.3574027","relation":{},"subject":[],"published":{"date-parts":[[2022,9,23]]},"assertion":[{"value":"2023-05-16","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}