{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T01:39:01Z","timestamp":1769045941918,"version":"3.49.0"},"publisher-location":"Singapore","reference-count":14,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819601240","type":"print"},{"value":"9789819601257","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,11,12]],"date-time":"2024-11-12T00:00:00Z","timestamp":1731369600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,11,12]],"date-time":"2024-11-12T00:00:00Z","timestamp":1731369600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-981-96-0125-7_14","type":"book-chapter","created":{"date-parts":[[2024,11,17]],"date-time":"2024-11-17T03:07:01Z","timestamp":1731812821000},"page":"164-176","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["YOLO-SOD: Improved YOLO Small Object Detection"],"prefix":"10.1007","author":[{"given":"Yang","family":"Xu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Lu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chao","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,11,12]]},"reference":[{"key":"14_CR1","doi-asserted-by":"crossref","unstructured":"Hmidani, O., Alaoui, E.M.I.: A comprehensive survey of the R-CNN family for object detection. In: 2022 5th International Conference on Advanced Communication Technologies and Networking (CommNet). IEEE, pp. 1\u20136 (2022)","DOI":"10.1109\/CommNet56067.2022.9993862"},{"key":"14_CR2","unstructured":"Li, C., Li, L., Jiang, H., et al.: YOLOv6: A single-stage object detection framework for industrial applications. arXiv preprint arXiv:2209.02976 (2022)"},{"key":"14_CR3","unstructured":"Ge, Z., Liu, S., Wang, F., et al.: Yolox: Exceeding yolo series in 2021. arXiv preprint arXiv:2107.08430 (2021)"},{"key":"14_CR4","doi-asserted-by":"crossref","unstructured":"Wang, C.Y., Bochkovskiy, A., Liao, H.Y.M.: YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors. In: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, pp. 7464\u20137475 (2023)","DOI":"10.1109\/CVPR52729.2023.00721"},{"issue":"12","key":"14_CR5","doi-asserted-by":"publisher","first-page":"25345","DOI":"10.1109\/TITS.2022.3158253","volume":"23","author":"S Liang","year":"2022","unstructured":"Liang, S., Wu, H., Zhen, L., et al.: Edge YOLO: real-time intelligent object detection system based on edge-cloud cooperation in autonomous vehicles. IEEE Trans. Intell. Transp. Syst. 23(12), 25345\u201325360 (2022)","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"14_CR6","doi-asserted-by":"crossref","unstructured":"Lin, T.Y., Maire, M., Belongie, S.: Microsoft coco: Common objects in context, Computer Vision-ECCV, et al.: 13th European Conference, Zurich, Switzerland, September 6\u201312, 2014, Proceedings, Part V 13. Springer International Publishing 2014, 740\u2013755 (2014)","DOI":"10.1007\/978-3-319-10602-1_48"},{"key":"14_CR7","doi-asserted-by":"crossref","unstructured":"Cao, Y., He, Z., Wang, L., et al.: VisDrone-DET2021: the vision meets drone object detection challenge results. In: Proceedings of the IEEE\/CVF International Conference on Computer Vision., pp. 2847\u20132854 (2021)","DOI":"10.1109\/ICCVW54120.2021.00319"},{"key":"14_CR8","doi-asserted-by":"crossref","unstructured":"Shang, J., Wang, J., Liu, S., Wang, C., Zheng, B.: Small object detection algorithm for uav aerial photography based on improved yolov5s. Electronics 12(11), 2434 (2023)","DOI":"10.3390\/electronics12112434"},{"key":"14_CR9","unstructured":"Liu, Y., Shao, Z., Hoffmann, N.: Global attention mechanism: Retain information to enhance channel-spatial interactions. arXiv preprint arXiv:2112.05561, 2021"},{"key":"14_CR10","doi-asserted-by":"crossref","unstructured":"Wang, J., Chen, K., Xu, R., et al.: Carafe: content-aware reassembly of features. In: Proceedings of the IEEE\/CVF International Conference on Computer Vision, pp. 3007\u20133016 (2019)","DOI":"10.1109\/ICCV.2019.00310"},{"key":"14_CR11","doi-asserted-by":"crossref","unstructured":"Li J, Wen Y, He L. Scconv: spatial and channel reconstruction convolution for feature redundancy. In: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, pp. 6153\u20136162 (2023)","DOI":"10.1109\/CVPR52729.2023.00596"},{"key":"14_CR12","doi-asserted-by":"crossref","unstructured":"Zhu, X., Lyu, S., Wang, X., et al.: TPH-YOLOv5: improved YOLOv5 based on transformer prediction head for object detection on drone-captured scenarios. In: Proceedings of the IEEE\/CVF International Conference on Computer Vision, pp. 2778\u20132788 (2021)","DOI":"10.1109\/ICCVW54120.2021.00312"},{"key":"14_CR13","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1016\/j.neucom.2021.03.091","volume":"452","author":"Z Niu","year":"2021","unstructured":"Niu, Z., Zhong, G., Yu, H.: A review on the attention mechanism of deep learning. Neurocomputing 452, 48\u201362 (2021)","journal-title":"Neurocomputing"},{"key":"14_CR14","doi-asserted-by":"crossref","unstructured":"Yu, Z., Huang, H., Chen, W., et al.: Yolo-facev2: a scale and occlusion aware face detector. Pattern Recogn. 110714 (2024)","DOI":"10.1016\/j.patcog.2024.110714"}],"container-title":["Lecture Notes in Computer Science","PRICAI 2024: Trends in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-96-0125-7_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,17]],"date-time":"2024-11-17T04:29:52Z","timestamp":1731817792000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-96-0125-7_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,12]]},"ISBN":["9789819601240","9789819601257"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-981-96-0125-7_14","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,11,12]]},"assertion":[{"value":"12 November 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PRICAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pacific Rim International Conference on Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Kyoto","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Japan","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 November 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 November 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"pricai2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.pricai.org\/2024\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}