{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T23:24:18Z","timestamp":1761953058003,"version":"build-2065373602"},"publisher-location":"Singapore","reference-count":27,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819533978","type":"print"},{"value":"9789819533985","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"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":[[2026]]},"DOI":"10.1007\/978-981-95-3398-5_39","type":"book-chapter","created":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T23:20:00Z","timestamp":1761952800000},"page":"479-490","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Learning Based Fast Coding Unit Decision for\u00a0Video-Based Point Cloud Compression"],"prefix":"10.1007","author":[{"given":"Lewen","family":"Fan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yun","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,11,1]]},"reference":[{"issue":"3","key":"39_CR1","doi-asserted-by":"publisher","first-page":"118","DOI":"10.1109\/MSP.2019.2900721","volume":"36","author":"ES Jang","year":"2019","unstructured":"Jang, E.S., et al.: Video-Based point-cloud-compression standard in MPEG: from evidence collection to committee draft. IEEE Sign. Process. Mag. 36(3), 118\u2013123 (2019)","journal-title":"IEEE Sign. Process. Mag."},{"issue":"12","key":"39_CR2","doi-asserted-by":"publisher","first-page":"1649","DOI":"10.1109\/TCSVT.2012.2221191","volume":"22","author":"GJ Sullivan","year":"2012","unstructured":"Sullivan, G.J., Ohm, J.R., Han, W.J., Wiegand, T.: Overview of the high efficiency video coding (HEVC) standard. IEEE Trans. Circuit Syst. Video Technol. 22(12), 1649\u20131668 (2012)","journal-title":"IEEE Trans. Circuit Syst. Video Technol."},{"issue":"10","key":"39_CR3","doi-asserted-by":"publisher","first-page":"3736","DOI":"10.1109\/TCSVT.2021.3101953","volume":"31","author":"B Bross","year":"2021","unstructured":"Bross, B., et al.: Overview of the versatile video coding (VVC) standard and its applications. IEEE Trans. Circuit Syst. Video Technol. 31(10), 3736\u20133764 (2021)","journal-title":"IEEE Trans. Circuit Syst. Video Technol."},{"issue":"10","key":"39_CR4","doi-asserted-by":"publisher","first-page":"1686","DOI":"10.1109\/TCSVT.2013.2255398","volume":"23","author":"LL Wang","year":"2013","unstructured":"Wang, L.L., Siu, W.C.: Novel adaptive algorithm for intra prediction with compromised modes skipping and signaling processes in HEVC. IEEE Trans. Circuit Syst. Video Technol. 23(10), 1686\u20131694 (2013)","journal-title":"IEEE Trans. Circuit Syst. Video Technol."},{"issue":"8","key":"39_CR5","doi-asserted-by":"publisher","first-page":"1714","DOI":"10.1109\/TCSVT.2016.2556518","volume":"27","author":"T Zhang","year":"2016","unstructured":"Zhang, T., Sun, M.T., Zhao, D., Gao, W.: Fast intra-mode and cu size decision for HEVC. IEEE Trans. Circuit Syst. Video Technol. 27(8), 1714\u20131726 (2016)","journal-title":"IEEE Trans. Circuit Syst. Video Technol."},{"issue":"10","key":"39_CR6","doi-asserted-by":"publisher","first-page":"5044","DOI":"10.1109\/TIP.2018.2847035","volume":"27","author":"M Xu","year":"2018","unstructured":"Xu, M., Li, T., Wang, Z., Deng, X., Yang, R., Guan, Z.: Reducing complexity of HEVC: a deep learning approach. IEEE Trans. Image Process. 27(10), 5044\u20135059 (2018)","journal-title":"IEEE Trans. Image Process."},{"key":"39_CR7","doi-asserted-by":"publisher","first-page":"1245","DOI":"10.1109\/TIP.2020.3043124","volume":"30","author":"T Wang","year":"2020","unstructured":"Wang, T., Li, F., Qiao, X., Cosman, P.C.: Low-complexity error resilient HEVC video coding: a deep learning approach. IEEE Trans. Image Process. 30, 1245\u20131260 (2020)","journal-title":"IEEE Trans. Image Process."},{"issue":"3","key":"39_CR8","doi-asserted-by":"publisher","first-page":"710","DOI":"10.1109\/TBC.2021.3073556","volume":"67","author":"Y Li","year":"2021","unstructured":"Li, Y., Yang, G., Song, Y., Zhang, H., Ding, X., Zhang, D.: Early intra CU size decision for versatile video coding based on a tunable decision model. IEEE Trans. Broadcast. 67(3), 710\u2013720 (2021)","journal-title":"IEEE Trans. Broadcast."},{"issue":"8","key":"39_CR9","doi-asserted-by":"publisher","first-page":"5638","DOI":"10.1109\/TCSVT.2022.3146061","volume":"32","author":"S Wu","year":"2022","unstructured":"Wu, S., Shi, J., Chen, Z.: HG-FCN: hierarchical grid fully convolutional network for fast VVC intra coding. IEEE Trans. Circuit Syst. Video Technol. 32(8), 5638\u20135649 (2022)","journal-title":"IEEE Trans. Circuit Syst. Video Technol."},{"key":"39_CR10","doi-asserted-by":"publisher","first-page":"6411","DOI":"10.1109\/TMM.2022.3208516","volume":"25","author":"T Zhao","year":"2023","unstructured":"Zhao, T., Huang, Y., Feng, W., Xu, Y., Kwong, S.: Efficient VVC intra prediction based on deep feature fusion and probability estimation. IEEE Trans. Multimedia 25, 6411\u20136421 (2023)","journal-title":"IEEE Trans. Multimedia"},{"key":"39_CR11","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2022.103621","volume":"88","author":"S Zhang","year":"2022","unstructured":"Zhang, S., Feng, S., Chen, J., Zhou, C., Yang, F.: A GCN-based fast CU partition method of intra-mode VVC. J. Vis. Commun. Image Represent. 88, 103621 (2022)","journal-title":"J. Vis. Commun. Image Represent."},{"key":"39_CR12","doi-asserted-by":"publisher","first-page":"2237","DOI":"10.1109\/TIP.2023.3266165","volume":"32","author":"A Feng","year":"2023","unstructured":"Feng, A., Liu, K., Liu, D., Li, L., Wu, F.: Partition map prediction for fast block partitioning in VVC intra-frame coding. IEEE Trans. Image Process. 32, 2237\u20132251 (2023)","journal-title":"IEEE Trans. Image Process."},{"key":"39_CR13","doi-asserted-by":"publisher","first-page":"5933","DOI":"10.1109\/TIP.2023.3327003","volume":"32","author":"Y Zhang","year":"2023","unstructured":"Zhang, Y., Ding, K., Li, N., Wang, H., Huang, X., Kuo, C.-C.J.: Perceptually weighted rate distortion optimization for video-based point cloud compression. IEEE Trans. Image Process. 32, 5933\u20135947 (2023)","journal-title":"IEEE Trans. Image Process."},{"key":"39_CR14","doi-asserted-by":"crossref","unstructured":"Wang, S., Zhu, M., Li, N., Xiao, M., Liu, Y.: VQBA: visual-quality-driven bit allocation for low-latency point cloud streaming. In: Proceedings of ACM International Conference on Multimedia, pp. 9143\u20139151. ACM, New York (2023)","DOI":"10.1145\/3581783.3612486"},{"issue":"7","key":"39_CR15","first-page":"9055","volume":"45","author":"J Wang","year":"2023","unstructured":"Wang, J., Ding, D., Li, Z., Feng, X., Cao, C., Ma, Z.: Sparse tensor-based multiscale representation for point cloud geometry compression. IEEE Trans. Pattern Anal. Mach. Intell. 45(7), 9055\u20139071 (2023)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"39_CR16","doi-asserted-by":"crossref","unstructured":"Yang, H., Zhang, Y., Yang, Q., Shan, Z., Xu, Y., Guan, Y.: Cross-modal distortion approximation for fast bit allocation of video-based point cloud compression. In: IEEE 26th International Workshop Multimedia Signal Processing, pp. 1\u20136. IEEE, West Lafayette (2024)","DOI":"10.1109\/MMSP61759.2024.10743667"},{"key":"39_CR17","doi-asserted-by":"publisher","first-page":"6917","DOI":"10.1109\/TMM.2024.3358076","volume":"26","author":"J-C Chiang","year":"2024","unstructured":"Chiang, J.-C., Wu, Y.-T., Hsieh, H.-Y., Tsai, Y.-C.: Enhanced temporal consistency for global patch allocation in video-based point cloud compression. IEEE Trans. Multimedia 26, 6917\u20136930 (2024)","journal-title":"IEEE Trans. Multimedia"},{"issue":"12","key":"39_CR18","doi-asserted-by":"publisher","first-page":"1551","DOI":"10.1145\/3697351","volume":"20","author":"P Chen","year":"2024","unstructured":"Chen, P., Wang, S., Li, Z.: Occupancy map guided attributes artifacts removal for video-based point cloud compression. ACM Trans. Multimedia Comput. Commun. Appl. 20(12), 1551\u20136857 (2024)","journal-title":"ACM Trans. Multimedia Comput. Commun. Appl."},{"issue":"1","key":"39_CR19","doi-asserted-by":"publisher","first-page":"154","DOI":"10.1109\/TBC.2024.3464417","volume":"71","author":"Z Guo","year":"2025","unstructured":"Guo, Z., Zhang, Y., Zhu, L., Wang, H., Jiang, G.: TSC-PCAC: voxel transformer and sparse convolution-based point cloud attribute compression for 3D broadcasting. IEEE Trans. Broadcast. 71(1), 154\u2013166 (2025)","journal-title":"IEEE Trans. Broadcast."},{"issue":"2","key":"39_CR20","doi-asserted-by":"publisher","first-page":"813","DOI":"10.1109\/TCSVT.2021.3063501","volume":"32","author":"J Xiong","year":"2021","unstructured":"Xiong, J., Gao, H., Wang, M., Li, H., Lin, W.: Occupancy map guided fast video-based dynamic point cloud coding. IEEE Trans. Circuit Syst. Video Technol. 32(2), 813\u2013825 (2021)","journal-title":"IEEE Trans. Circuit Syst. Video Technol."},{"key":"39_CR21","doi-asserted-by":"crossref","unstructured":"Yuan, H., Gao, W., Li, G., Li, Z.: Rate-distortion-guided learning approach with cross-projection information for V-PCC fast cu decision. In: Proceedings of ACM International Conference on Multimedia, pp. 3085\u20133093. ACM, New York (2022)","DOI":"10.1145\/3503161.3548215"},{"key":"39_CR22","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2024.104110","volume":"100","author":"Y Wang","year":"2024","unstructured":"Wang, Y., Wang, Y., Cui, T., Fang, Z.: Occupancy map-based low complexity motion prediction for video-based point cloud compression. J. Vis. Commun. Image Represent. 100, 104110 (2024)","journal-title":"J. Vis. Commun. Image Represent."},{"key":"39_CR23","doi-asserted-by":"crossref","unstructured":"Liu, Z., Liu, J., He, B., Huang, C., Li, Q., Zhang, M.: Fast cu decision algorithm based on LightGBM for geometry video in V-PCC. In: Proceedings of International Conference on Electronics Information Technology and Computer Engineering, pp.362\u2013367. ACM, New York (2024)","DOI":"10.1145\/3650400.3650459"},{"key":"39_CR24","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1109\/TIP.2023.3337637","volume":"33","author":"W Gao","year":"2024","unstructured":"Gao, W., Yuan, H., Li, G., Li, Z., Yuan, H.: Low complexity coding unit decision for video-based point cloud compression. IEEE Trans. Image Process. 33, 149\u2013162 (2024)","journal-title":"IEEE Trans. Image Process."},{"issue":"3","key":"39_CR25","doi-asserted-by":"publisher","first-page":"2336","DOI":"10.1109\/TETCI.2024.3360290","volume":"8","author":"Y Wang","year":"2024","unstructured":"Wang, Y., Wang, Y., Cui, T., Fang, Z.: Fast video-based point cloud compression based on early termination and transformer model. IEEE Trans. Emerg. Top. Comput. Intell. 8(3), 2336\u20132348 (2024)","journal-title":"IEEE Trans. Emerg. Top. Comput. Intell."},{"key":"39_CR26","unstructured":"MPEG: Point cloud compression category 2 reference software, TMC2 15.0 (2021). http:\/\/mpegx.int-evry.fr\/software\/MPEG\/PCC\/TM\/mpeg-pcc-tmc2.git"},{"key":"39_CR27","unstructured":"Schwarz, S., Martin-Cocher, G., Flynn, D., Budagavi, M.: Common test conditions for point cloud compression. Document ISO\/IECJTC1\/SC29\/WG11 w17766, Ljubljana, Slovenia (2018)"}],"container-title":["Lecture Notes in Computer Science","Image and Graphics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-95-3398-5_39","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T23:20:01Z","timestamp":1761952801000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-95-3398-5_39"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,1]]},"ISBN":["9789819533978","9789819533985"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-981-95-3398-5_39","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,11,1]]},"assertion":[{"value":"1 November 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICIG","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Image and Graphics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Xuzhou","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"31 October 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 November 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icig2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/icig.csig.org.cn\/2025\/index.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}