{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T18:14:26Z","timestamp":1775067266209,"version":"3.50.1"},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2024,9,30]],"date-time":"2024-09-30T00:00:00Z","timestamp":1727654400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2024,9,30]],"date-time":"2024-09-30T00:00:00Z","timestamp":1727654400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"funder":[{"DOI":"10.13039\/501100001809","name":"the National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["61771432"],"award-info":[{"award-number":["61771432"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"the National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["61302118"],"award-info":[{"award-number":["61302118"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"the Basic Research Projects of Education Department of Henan","award":["21zx003"],"award-info":[{"award-number":["21zx003"]}]},{"name":"the Key projects Natural Science Foundation of Henan","award":["232300421150"],"award-info":[{"award-number":["232300421150"]}]},{"name":"the Scientific and Technological Project of Henan Province","award":["232102211014"],"award-info":[{"award-number":["232102211014"]}]},{"name":"the Postgraduate Education Reform and Quality Improvement Project of Henan Province","award":["YJS2023JC08"],"award-info":[{"award-number":["YJS2023JC08"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Image Video Proc."],"DOI":"10.1186\/s13640-024-00651-2","type":"journal-article","created":{"date-parts":[[2024,9,30]],"date-time":"2024-09-30T19:08:38Z","timestamp":1727723318000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Fast CU decision method based on texture characteristics and decision tree for depth map intra-coding"],"prefix":"10.1186","volume":"2024","author":[{"given":"Lina","family":"Si","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-6041-0606","authenticated-orcid":false,"given":"Aohui","family":"Yan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiuwen","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,9,30]]},"reference":[{"issue":"1","key":"651_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1049\/iet-spr.2019.0063","volume":"14","author":"Y-L Chan","year":"2020","unstructured":"Y.-L. Chan et al., Overview of current development in depth map coding of 3D video and its future. IET Signal Process. 14(1), 1\u201314 (2020)","journal-title":"IET Signal Process."},{"issue":"4","key":"651_CR2","doi-asserted-by":"publisher","first-page":"813","DOI":"10.1109\/TBC.2021.3090261","volume":"67","author":"J Lei","year":"2021","unstructured":"J. Lei et al., Deep multi-domain prediction for 3D video coding. IEEE Trans. Broadcast. 67(4), 813\u2013823 (2021)","journal-title":"IEEE Trans. Broadcast."},{"issue":"1","key":"651_CR3","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1109\/JETCAS.2019.2898948","volume":"9","author":"M Wien","year":"2019","unstructured":"M. Wien et al., Standardization status of immersive video coding. IEEE J. Emerg. Select. Topics Circuits Syst. 9(1), 5\u201317 (2019)","journal-title":"IEEE J. Emerg. Select. Topics Circuits Syst."},{"issue":"9","key":"651_CR4","doi-asserted-by":"publisher","first-page":"3366","DOI":"10.1109\/TIP.2013.2264820","volume":"22","author":"K M\u00fcller","year":"2013","unstructured":"K. M\u00fcller et al., 3D high-efficiency video coding for multi-view video and depth data. IEEE Trans. Image Process. 22(9), 3366\u20133378 (2013)","journal-title":"IEEE Trans. Image Process."},{"issue":"1","key":"651_CR5","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1109\/JPROC.2004.839608","volume":"93","author":"A Smolic","year":"2005","unstructured":"A. Smolic, P. Kauff, Interactive 3-D video representation and coding technologies. Proc. IEEE 93(1), 98\u2013110 (2005)","journal-title":"Proc. IEEE"},{"issue":"10","key":"651_CR6","doi-asserted-by":"publisher","first-page":"3736","DOI":"10.1109\/TCSVT.2021.3101953","volume":"31","author":"B Bross","year":"2021","unstructured":"B. Bross et al., Overview of the versatile video coding (VVC) standard and its applications. IEEE Trans. Circuits Syst. Video Technol. 31(10), 3736\u20133764 (2021)","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"issue":"9","key":"651_CR7","doi-asserted-by":"publisher","first-page":"1463","DOI":"10.1109\/JPROC.2020.3043399","volume":"109","author":"B Bross","year":"2021","unstructured":"B. Bross et al., Developments in international video coding standardization after AVC, with an overview of versatile video coding (VVC). Proc. IEEE 109(9), 1463\u20131493 (2021)","journal-title":"Proc. IEEE"},{"issue":"10","key":"651_CR8","doi-asserted-by":"publisher","first-page":"3878","DOI":"10.1109\/TCSVT.2021.3087706","volume":"31","author":"X Zhao","year":"2021","unstructured":"X. Zhao et al., Transform coding in the VVC standard. IEEE Trans. Circuits Syst. Video Technol. 31(10), 3878\u20133890 (2021)","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"651_CR9","volume-title":"\"3D video and free viewpoint video-technologies, applications and MPEG standards.\" 2006 IEEE International Conference Multimedia and Expo","author":"A Smolic","year":"2006","unstructured":"A. Smolic et al., \u201c3D video and free viewpoint video-technologies, applications and MPEG standards.\u201d 2006 IEEE International Conference Multimedia and Expo (Piscataway, IEEE, 2006)"},{"key":"651_CR10","unstructured":"C. Lee, Y-S. Ho, \"View synthesis using depth map for 3D video.\" Proceedings: APSIPA ASC 2009: Asia-Pacific Signal and Information Processing Association, 2009 Annual Summit and Conference. Asia-Pacific Signal and Information Processing Association, 2009 Annual Summit and Conference, International Organizing Committee. (2009)"},{"issue":"1","key":"651_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/1687-6180-2012-25","volume":"2012","author":"S Smirnov","year":"2012","unstructured":"S. Smirnov, A. Gotchev, K. Egiazarian, Methods for depth-map filtering in view-plus-depth 3D video representation. EURASIP J. Adv. Signal Process. 2012(1), 1\u201321 (2012)","journal-title":"EURASIP J. Adv. Signal Process."},{"key":"651_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s13640-015-0058-5","volume":"2015","author":"Q Zhang","year":"2015","unstructured":"Q. Zhang et al., Low-complexity depth map compression in HEVC-based 3D video coding. EURASIP J. Image Video Process. 2015, 1\u201314 (2015)","journal-title":"EURASIP J. Image Video Process."},{"issue":"7","key":"651_CR13","doi-asserted-by":"publisher","first-page":"1344","DOI":"10.1109\/JSTSP.2011.2164893","volume":"5","author":"BT Oh","year":"2011","unstructured":"B.T. Oh, J. Lee, D.-S. Park, Depth map coding based on synthesized view distortion function. IEEE J. Select. Topics Signal Process. 5(7), 1344\u20131352 (2011)","journal-title":"IEEE J. Select. Topics Signal Process."},{"key":"651_CR14","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3208516","author":"T Zhao","year":"2022","unstructured":"T. Zhao et al., Efficient VVC intra prediction based on deep feature fusion and probability estimation. IEEE Trans. Multimedia (2022). https:\/\/doi.org\/10.1109\/TMM.2022.3208516","journal-title":"IEEE Trans. Multimedia"},{"key":"651_CR15","doi-asserted-by":"publisher","first-page":"2617","DOI":"10.1109\/LSP.2022.3227748","volume":"29","author":"J Lin","year":"2022","unstructured":"J. Lin et al., SSIM-variation-based complexity optimization for versatile video coding. IEEE Signal Process. Lett. 29, 2617\u20132621 (2022)","journal-title":"IEEE Signal Process. Lett."},{"key":"651_CR16","volume-title":"\"An online SVM based VVC intra fast partition algorithm with pre-scene-cut detection.\" 2022 IEEE international symposium on circuits and systems (ISCAS)","author":"C Shu","year":"2022","unstructured":"C. Shu, C. Yang, P. An, \u201cAn online SVM based VVC intra fast partition algorithm with pre-scene-cut detection.\u201d 2022 IEEE international symposium on circuits and systems (ISCAS) (Piscataway, IEEE, 2022)"},{"issue":"6","key":"651_CR17","doi-asserted-by":"publisher","first-page":"1153","DOI":"10.1007\/s11760-020-01843-9","volume":"15","author":"B Abdallah","year":"2021","unstructured":"B. Abdallah et al., Low-complexity QTMT partition based on deep neural network for Versatile Video Coding. Signal Image Video Process. 15(6), 1153\u20131160 (2021)","journal-title":"Signal Image Video Process."},{"issue":"6","key":"651_CR18","doi-asserted-by":"publisher","first-page":"3947","DOI":"10.1109\/TCSVT.2021.3108671","volume":"32","author":"M Saldanha","year":"2021","unstructured":"M. Saldanha et al., Configurable fast block partitioning for VVC intra coding using light gradient boosting machine. IEEE Trans. Circuits Syst. Video Technol. 32(6), 3947\u20133960 (2021)","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"651_CR19","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2022.3232385","volume-title":"Machine learning based efficient QT-MTT partitioning scheme for VVC intra encoders","author":"A Tissier","year":"2023","unstructured":"A. Tissier et al., Machine learning based efficient QT-MTT partitioning scheme for VVC intra encoders (IEEE Transactions on Circuits and Systems for Video Technology, Piscataway, 2023)"},{"issue":"3","key":"651_CR20","doi-asserted-by":"publisher","first-page":"850","DOI":"10.1109\/TCSVT.2019.2898122","volume":"30","author":"M Saldanha","year":"2019","unstructured":"M. Saldanha et al., Fast 3D-HEVC depth map encoding using machine learning. IEEE Trans. Circuits Syst. Video Technol. 30(3), 850\u2013861 (2019)","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"issue":"1","key":"651_CR21","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1109\/TBC.2021.3106143","volume":"68","author":"C Liu","year":"2021","unstructured":"C. Liu, K. Jia, P. Liu, Fast depth intra coding based on depth edge classification network in 3D-HEVC. IEEE Trans. Broadcast. 68(1), 97\u2013109 (2021)","journal-title":"IEEE Trans. Broadcast."},{"key":"651_CR22","doi-asserted-by":"publisher","first-page":"1608","DOI":"10.1109\/TIP.2020.3046866","volume":"30","author":"C-H Fu","year":"2020","unstructured":"C.-H. Fu et al., Efficient depth intra frame coding in 3D-HEVC by corner points. IEEE Trans. Image Process. 30, 1608\u20131622 (2020)","journal-title":"IEEE Trans. Image Process."},{"key":"651_CR23","doi-asserted-by":"crossref","unstructured":"Y.-C. Hsu, \"Acceleration of depth intra coding for 3D-HEVC by efficient early termination algorithm.\" 2018 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS). IEEE. (2018).","DOI":"10.1109\/APCCAS.2018.8605601"},{"key":"651_CR24","doi-asserted-by":"publisher","first-page":"1707","DOI":"10.1109\/TMM.2021.3070106","volume":"24","author":"J-R Lin","year":"2021","unstructured":"J.-R. Lin et al., Visual perception based algorithm for fast depth intra coding of 3D-HEVC. IEEE Trans. Multimedia 24, 1707\u20131720 (2021)","journal-title":"IEEE Trans. Multimedia"},{"issue":"7","key":"651_CR25","first-page":"1933","volume":"30","author":"H Hamout","year":"2019","unstructured":"H. Hamout, A. Elyousfi, Fast depth map intra coding for 3D video compression-based tensor feature extraction and data analysis. IEEE Trans. Circuits Syst. Video Technol. 30(7), 1933\u20131945 (2019)","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"issue":"12","key":"651_CR26","doi-asserted-by":"publisher","first-page":"6590","DOI":"10.3390\/e16126590","volume":"16","author":"H Bai","year":"2014","unstructured":"H. Bai et al., Depth image coding using entropy-based adaptive measurement allocation. Entropy 16(12), 6590\u20136601 (2014)","journal-title":"Entropy"},{"issue":"1","key":"651_CR27","doi-asserted-by":"publisher","first-page":"106","DOI":"10.1109\/JETCAS.2014.2298314","volume":"4","author":"F Shao","year":"2014","unstructured":"F. Shao et al., Depth map coding for view synthesis based on distortion analyses. IEEE J. Emerg. Select. Topics Circuits Syst. 4(1), 106\u2013117 (2014)","journal-title":"IEEE J. Emerg. Select. Topics Circuits Syst."},{"issue":"22","key":"651_CR28","doi-asserted-by":"publisher","first-page":"8990","DOI":"10.3390\/s22228990","volume":"22","author":"K Choi","year":"2022","unstructured":"K. Choi, A study on fast and low-complexity algorithms for versatile video coding. Sensors 22(22), 8990 (2022)","journal-title":"Sensors"},{"key":"651_CR29","doi-asserted-by":"publisher","first-page":"1313","DOI":"10.1109\/TIP.2019.2938670","volume":"29","author":"T Amestoy","year":"2019","unstructured":"T. Amestoy et al., Tunable VVC frame partitioning based on lightweight machine learning. IEEE Trans. Image Process. 29, 1313\u20131328 (2019)","journal-title":"IEEE Trans. Image Process."},{"key":"651_CR30","doi-asserted-by":"publisher","first-page":"4388","DOI":"10.1109\/TMM.2020.3042062","volume":"23","author":"S-H Park","year":"2020","unstructured":"S.-H. Park, J.-W. Kang, Fast multi-type tree partitioning for versatile video coding using a lightweight neural network. IEEE Trans. Multimedia 23, 4388\u20134399 (2020)","journal-title":"IEEE Trans. Multimedia"},{"key":"651_CR31","unstructured":"J. Zhang, \"Ghost town fly 3DV sequence for purposes of 3DV standardization.\" ISO\/IEC JTC1\/SC29\/WG11, Doc. M 20027 (2011)."},{"key":"651_CR32","unstructured":"K. M\u00fcller, A. Vetro. \"Common test conditions of 3DV core experiments, joint collaborative team on 3D video coding extensions (JCT-3V) document JCT3V-G1100.\" 7th Meeting: San Jose, CA, USA. (2014)"},{"key":"651_CR33","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/3507201","author":"H Hamout","year":"2022","unstructured":"H. Hamout, A. Elyousfi, A computation complexity reduction of the size decision algorithm in 3D-HEVC depth map intracoding. Adv. Multimedia (2022). https:\/\/doi.org\/10.1155\/2022\/3507201","journal-title":"Adv. Multimedia"},{"issue":"1","key":"651_CR34","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1109\/TBC.2022.3192992","volume":"69","author":"J Huo","year":"2022","unstructured":"J. Huo et al., Fast rate-distortion optimization for depth maps in 3-D video coding. IEEE Trans. Broadcast. 69(1), 21\u201332 (2022)","journal-title":"IEEE Trans. Broadcast."},{"key":"651_CR35","doi-asserted-by":"publisher","first-page":"34265","DOI":"10.1109\/ACCESS.2019.2897161","volume":"7","author":"J Zuo","year":"2019","unstructured":"J. Zuo et al., Bi-layer texture discriminant fast depth intra coding for 3D-HEVC. IEEE Access 7, 34265\u201334274 (2019)","journal-title":"IEEE Access"},{"key":"651_CR36","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3305266","author":"F Wang","year":"2023","unstructured":"F. Wang, Z. Wang, Q. Zhang, CNN-LNN based fast CU partitioning decision for VVC 3D video depth map intra coding. IEEE Access (2023). https:\/\/doi.org\/10.1109\/ACCESS.2023.3305266","journal-title":"IEEE Access"},{"issue":"14","key":"651_CR37","doi-asserted-by":"publisher","first-page":"3098","DOI":"10.3390\/electronics12143098","volume":"12","author":"W Song","year":"2023","unstructured":"W. Song, G. Li, Q. Zhang, Fast algorithm for CU size decision based on ensemble clustering for intra coding of VVC 3D video depth map. Electronics 12(14), 3098 (2023)","journal-title":"Electronics"},{"issue":"18","key":"651_CR38","doi-asserted-by":"publisher","first-page":"3914","DOI":"10.3390\/electronics12183914","volume":"12","author":"F Wang","year":"2023","unstructured":"F. Wang, Z. Wang, Q. Zhang, Efficient CU decision algorithm for VVC 3D video depth map using GLCM and extra trees. Electronics 12(18), 3914 (2023)","journal-title":"Electronics"}],"container-title":["EURASIP Journal on Image and Video Processing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s13640-024-00651-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1186\/s13640-024-00651-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s13640-024-00651-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,30]],"date-time":"2024-09-30T19:09:31Z","timestamp":1727723371000},"score":1,"resource":{"primary":{"URL":"https:\/\/jivp-eurasipjournals.springeropen.com\/articles\/10.1186\/s13640-024-00651-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,30]]},"references-count":38,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2024,12]]}},"alternative-id":["651"],"URL":"https:\/\/doi.org\/10.1186\/s13640-024-00651-2","relation":{},"ISSN":["1687-5281"],"issn-type":[{"value":"1687-5281","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,9,30]]},"assertion":[{"value":"12 March 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 September 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 September 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"34"}}