{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T15:14:04Z","timestamp":1742915644381,"version":"3.40.3"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031775703"},{"type":"electronic","value":"9783031775710"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"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":[[2024]]},"DOI":"10.1007\/978-3-031-77571-0_42","type":"book-chapter","created":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T02:02:53Z","timestamp":1734660173000},"page":"442-453","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Task-Driven Semantic-Aware Image Compression"],"prefix":"10.1007","author":[{"given":"Junwei","family":"Zhou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haoyun","family":"Xiao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dexin","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liangliang","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peidong","family":"Liang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jian","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanchao","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,12,21]]},"reference":[{"key":"42_CR1","unstructured":"U\u00a0Cisco: Cisco annual internet report (2018\u20132023) white paper. Cisco: San Jose, CA, USA, 10(1):1\u201335 (2020)"},{"key":"42_CR2","unstructured":"Ball\u00e9, J., Minnen, D., Singh, S., Hwang, S.J., Johnston, N.: Variational image compression with a scale hyperprior. In: ICLR 2018 (2018)"},{"issue":"1","key":"42_CR3","doi-asserted-by":"publisher","first-page":"161","DOI":"10.30574\/wjarr.2023.18.1.0568","volume":"18","author":"VSR Kosuru","year":"2023","unstructured":"Kosuru, V.S.R., Venkitaraman, A.K.: Advancements and challenges in achieving fully autonomous self-driving vehicles. World J. Adv. Res. Rev. 18(1), 161\u2013167 (2023)","journal-title":"World J. Adv. Res. Rev."},{"key":"42_CR4","doi-asserted-by":"crossref","unstructured":"Yang, Z., et al.: Discernible image compression. In: Proceedings of the 28th ACM International Conference on Multimedia, pp. 1561\u20131569 (2020)","DOI":"10.1145\/3394171.3413968"},{"key":"42_CR5","first-page":"10794","volume":"31","author":"D Minnen","year":"2018","unstructured":"Minnen, D., Ball\u00e9, J., Toderici, G.D.: Joint autoregressive and hierarchical priors for learned image compression. Adv. Neural. Inf. Process. Syst. 31, 10794\u201310803 (2018)","journal-title":"Adv. Neural. Inf. Process. Syst."},{"key":"42_CR6","unstructured":"Qian, Y., Lin, M., Sun, X., Tan, Z., Jin, R.: EntroFormer: a transformer-based entropy model for learned image compression. arXiv preprint\u00a0arXiv:2202.05492 (2022)"},{"key":"42_CR7","doi-asserted-by":"crossref","unstructured":"Liu, J., Sun, H., Katto, J.: Learned image compression with mixed transformer-CNN architectures. In: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, pp. 14388\u201314397 (2023)","DOI":"10.1109\/CVPR52729.2023.01383"},{"key":"42_CR8","doi-asserted-by":"crossref","unstructured":"He, D., Yang, Z., Peng, W., Ma, R., Qin, H., Wang, Y.: ELIC: efficient learned image compression with unevenly grouped space-channel contextual adaptive coding. In: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, pp. 5718\u20135727 (2022)","DOI":"10.1109\/CVPR52688.2022.00563"},{"key":"42_CR9","doi-asserted-by":"publisher","first-page":"5478","DOI":"10.1109\/TIP.2023.3319275","volume":"32","author":"W Duan","year":"2023","unstructured":"Duan, W., et al.: Learned image compression using cross-component attention mechanism. IEEE Trans. Image Process. 32, 5478\u20135493 (2023)","journal-title":"IEEE Trans. Image Process."},{"key":"42_CR10","doi-asserted-by":"crossref","unstructured":"Yuanchao Bai, X., Yang, X.L., Jiang, J., Wang, Y., Ji, X., Gao, W.: Towards end-to-end image compression and analysis with transformers. In: Proceedings of the AAAI Conference on Artificial Intelligence, vol. 36, pp. 104\u2013112 (2022)","DOI":"10.1609\/aaai.v36i1.19884"},{"key":"42_CR11","doi-asserted-by":"crossref","unstructured":"Chen, Y.-H., Weng, Y.-C., Kao, C.-H., Chien, C., Chiu, W.-C., Peng, W.-H.: TransTIC: transferring transformer-based image compression from human perception to machine perception. In: Proceedings of the IEEE\/CVF International Conference on Computer Vision, pp. 23297\u201323307 (2023)","DOI":"10.1109\/ICCV51070.2023.02129"},{"key":"42_CR12","unstructured":"Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. arXiv preprint\u00a0arXiv:1409.1556 (2014)"},{"key":"42_CR13","doi-asserted-by":"crossref","unstructured":"Mentzer, F., Agustsson, E., Tschannen, M., Timofte, R., Van\u00a0Gool, L.: Conditional probability models for deep image compression. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 4394\u20134402 (2018)","DOI":"10.1109\/CVPR.2018.00462"},{"key":"42_CR14","unstructured":"Ball\u00e9, J., Laparra, V., Simoncelli, E.P.: End-to-end optimized image compression. arXiv preprint\u00a0arXiv:1611.01704 (2016)"},{"key":"42_CR15","unstructured":"Ioffe, S., Szegedy, C.: Batch normalization: accelerating deep network training by reducing internal covariate shift. In: International Conference on Machine Learning, pp. 448\u2013456. PMLR (2015)"},{"key":"42_CR16","doi-asserted-by":"crossref","unstructured":"Xu, J., Li, Z., Du, B., Zhang, M., Liu, J.: Reluplex made more practical: leaky relu. In: 2020 IEEE Symposium on Computers and Communications, pp. 1\u20137. IEEE (2020)","DOI":"10.1109\/ISCC50000.2020.9219587"},{"key":"42_CR17","doi-asserted-by":"crossref","unstructured":"Deng, J., Dong, W., Socher, R., Li, L.-J., Li, K.,\u00a0Fei-Fei, L.: ImageNet: a large-scale hierarchical image database. In: 2009 IEEE Conference on Computer Vision and Pattern Recognition, pp. 248\u2013255. IEEE (2009)","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"42_CR18","unstructured":"Franzen, R.: Kodak lossless true color image suite. Source: http:\/\/r0k.us\/graphics\/kodak (1999)"},{"key":"42_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"740","DOI":"10.1007\/978-3-319-10602-1_48","volume-title":"Computer Vision \u2013 ECCV 2014","author":"T-Y Lin","year":"2014","unstructured":"Lin, T.-Y., et al.: Microsoft COCO: common objects in context. In: Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T. (eds.) ECCV 2014, Part V. LNCS, vol. 8693, pp. 740\u2013755. Springer, Cham (2014). https:\/\/doi.org\/10.1007\/978-3-319-10602-1_48"},{"issue":"12","key":"42_CR20","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. Circuits Syst. Video Technol. 22(12), 1649\u20131668 (2012)","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"42_CR21","series-title":"Lecture Notes in Electrical Engineering","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1007\/978-981-10-0072-0_35","volume-title":"Advanced Graphic Communications, Packaging Technology and Materials","author":"Z Si","year":"2016","unstructured":"Si, Z., Shen, K.: Research on the WebP image format. In: Xu, M., Yang, L., Ouyang, Y., Ouyang, Y. (eds.) Advanced Graphic Communications, Packaging Technology and Materials. LNEE, vol. 369, pp. 271\u2013277. Springer, Singapore (2016). https:\/\/doi.org\/10.1007\/978-981-10-0072-0_35"},{"key":"42_CR22","doi-asserted-by":"crossref","unstructured":"Szegedy, C., Vanhoucke, V., Ioffe, S., Shlens, J., Wojna, Z.: Rethinking the inception architecture for computer vision. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 2818\u20132826 (2016)","DOI":"10.1109\/CVPR.2016.308"},{"key":"42_CR23","first-page":"1137","volume":"28","author":"S Ren","year":"2015","unstructured":"Ren, S., He, K., Girshick, R., Sun, J.: Faster R-CNN: towards real-time object detection with region proposal networks. Adv. Neural. Inf. Process. Syst. 28, 1137\u20131149 (2015)","journal-title":"Adv. Neural. Inf. Process. Syst."},{"key":"42_CR24","doi-asserted-by":"crossref","unstructured":"Hoang, T.M., Zhou, J., Fan, Y.: Image compression with encoder-decoder matched semantic segmentation. In: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition Workshops, pp. 160\u2013161 (2020)","DOI":"10.1109\/CVPRW50498.2020.00088"}],"container-title":["Lecture Notes in Networks and Systems","Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024)"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-77571-0_42","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T02:09:34Z","timestamp":1734660574000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-77571-0_42"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031775703","9783031775710"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-77571-0_42","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"21 December 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"UCAmI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Ubiquitous Computing and Ambient Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Belfast","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","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":"27 November 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 November 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ucami2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ucami.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}