{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T19:36:31Z","timestamp":1743104191622,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":27,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819947607"},{"type":"electronic","value":"9789819947614"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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":[[2023]]},"DOI":"10.1007\/978-981-99-4761-4_18","type":"book-chapter","created":{"date-parts":[[2023,7,30]],"date-time":"2023-07-30T16:02:10Z","timestamp":1690732930000},"page":"204-215","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["UCLD-Net: Decoupling Network via Unsupervised Contrastive Learning for Image Dehazing"],"prefix":"10.1007","author":[{"given":"Zhitao","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tao","family":"Hong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinwen","family":"Ma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,7,31]]},"reference":[{"issue":"3","key":"18_CR1","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1023\/A:1016328200723","volume":"48","author":"SG Narasimhan","year":"2002","unstructured":"Narasimhan, S.G., Nayar, S.K.: Vision and the atmosphere. Int. J. Comput. Vis. 48(3), 233\u2013254 (2002). https:\/\/doi.org\/10.1023\/A:1016328200723","journal-title":"Int. J. Comput. Vis."},{"issue":"12","key":"18_CR2","first-page":"2341","volume":"33","author":"K He","year":"2010","unstructured":"He, K., Sun, J., Tang, X.: Single image haze removal using dark channel prior. IEEE Trans. Pattern Anal. Mach. Intell. 33(12), 2341\u20132353 (2010)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"18_CR3","doi-asserted-by":"crossref","unstructured":"Meng, G., Wang, Y., Duan, J., Xiang, S., Pan, C.: Efficient image dehazing with boundary constraint and contextual regularization. In: Proceedings of the IEEE International Conference on Computer Vision, pp. 617\u2013624 (2013)","DOI":"10.1109\/ICCV.2013.82"},{"issue":"11","key":"18_CR4","doi-asserted-by":"publisher","first-page":"3522","DOI":"10.1109\/TIP.2015.2446191","volume":"24","author":"Q Zhu","year":"2015","unstructured":"Zhu, Q., Mai, J., Shao, L.: A fast single image haze removal algorithm using color attenuation prior. IEEE Trans. Image Process. 24(11), 3522\u20133533 (2015)","journal-title":"IEEE Trans. Image Process."},{"issue":"11","key":"18_CR5","doi-asserted-by":"publisher","first-page":"5187","DOI":"10.1109\/TIP.2016.2598681","volume":"25","author":"B Cai","year":"2016","unstructured":"Cai, B., Xiangmin, X., Jia, K., Qing, C., Tao, D.: Dehazenet: An end-to-end system for single image haze removal. IEEE Trans. Image Process. 25(11), 5187\u20135198 (2016)","journal-title":"IEEE Trans. Image Process."},{"key":"18_CR6","doi-asserted-by":"crossref","unstructured":"Ren, W., Liu, S., Zhang, H., Pan, J., Cao, X., Yang, M.-H.: Single image dehazing via multi-scale convolutional neural networks. In: European Conference on Computer Vision. Springer, pp. 154\u2013169 (2016)","DOI":"10.1007\/978-3-319-46475-6_10"},{"key":"18_CR7","doi-asserted-by":"crossref","unstructured":"Li, B., Peng, X., Wang, Z., Xu, J., Feng, D.: Aod-net: All-in-one dehazing network. In: Proceedings of the IEEE International Conference on Computer Vision, pp. 4770\u20134778 (2017)","DOI":"10.1109\/ICCV.2017.511"},{"key":"18_CR8","first-page":"1375","volume":"2019","author":"D Chen","year":"2019","unstructured":"Chen, D., et al.: IEEE winter conference on applications of computer vision (WACV). IEEE 2019, 1375\u20131383 (2019)","journal-title":"IEEE"},{"key":"18_CR9","first-page":"11908","volume":"34","author":"X Qin","year":"2020","unstructured":"Qin, X., Wang, Z., Bai, Y., Xie, X., Jia, H.: Ffa-net: Feature fusion attention network for single image dehazing. Proc. AAAI Conf. Artif. Intell. 34, 11908\u201311915 (2020)","journal-title":"Proc. AAAI Conf. Artif. Intell."},{"key":"18_CR10","doi-asserted-by":"crossref","unstructured":"Wu, H., et al.: Contrastive learning for compact single image dehazing. In: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, pp. 10551\u201310560 (2021)","DOI":"10.1109\/CVPR46437.2021.01041"},{"key":"18_CR11","doi-asserted-by":"crossref","unstructured":"Zhu, J.-Y., Park, T., Isola, P., Efros, A.A.: Unpaired image-to-image translation using cycle-consistent adversarial networks. In: Proceedings of the IEEE International Conference on Computer Vision, pp. 2223\u20132232 (2017)","DOI":"10.1109\/ICCV.2017.244"},{"key":"18_CR12","doi-asserted-by":"crossref","unstructured":"Engin, D., Gen, A., Ekenel, H.K.: Cycle-dehaze: Enhanced cyclegan for single image dehazing. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 825\u2013833 (2018)","DOI":"10.1109\/CVPRW.2018.00127"},{"key":"18_CR13","unstructured":"Anvari, Z., Athitsos, V.: Dehaze-glcgan: unpaired single image de-hazing via adversarial training. arXiv preprint arXiv:2008.06632 (2020)"},{"issue":"4","key":"18_CR14","doi-asserted-by":"publisher","first-page":"1470","DOI":"10.1007\/s10618-021-00765-5","volume":"35","author":"Z Wang","year":"2021","unstructured":"Wang, Z., Ji, S.: Smoothed dilated convolutions for improved dense prediction. Data Min. Knowl. Disc. 35(4), 1470\u20131496 (2021)","journal-title":"Data Min. Knowl. Disc."},{"key":"18_CR15","doi-asserted-by":"crossref","unstructured":"Chen, Z., Wang, Y., Yang, Y., Liu, D.: Psd: Principled synthetic-to-real dehazing guided by physical priors. In: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, pp. 7180\u20137189 (2021)","DOI":"10.1109\/CVPR46437.2021.00710"},{"key":"18_CR16","doi-asserted-by":"crossref","unstructured":"Yang, X., Xu, Z., Luo, J.: Towards perceptual image dehazing by physics-based disentanglement and adversarial training. In: Proceedings of the AAAI Conference on Artificial Intelligence, vol. 32 (2018)","DOI":"10.1609\/aaai.v32i1.12317"},{"key":"18_CR17","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TGRS.2022.3225843","volume":"60","author":"Y Zheng","year":"2022","unstructured":"Zheng, Y., Jia, S., Zhang, S., Tao, M., Wang, L.: Dehaze-aggan: Unpaired remote sensing image dehazing using enhanced attention-guide generative adversarial networks. IEEE Trans. Geosci. Remote Sens. 60, 1\u201313 (2022)","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"18_CR18","doi-asserted-by":"publisher","first-page":"2766","DOI":"10.1109\/TIP.2019.2952690","volume":"29","author":"L Li","year":"2019","unstructured":"Li, L., et al.: Semi-supervised image dehazing. IEEE Trans. Image Process. 29, 2766\u20132779 (2019)","journal-title":"IEEE Trans. Image Process."},{"key":"18_CR19","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107279","volume":"228","author":"C Wang","year":"2021","unstructured":"Wang, C., et al.: Eaa-net: A novel edge assisted attention network for single image dehazing. Knowl.-Based Syst. 228, 107279 (2021)","journal-title":"Knowl.-Based Syst."},{"issue":"5","key":"18_CR20","doi-asserted-by":"publisher","first-page":"1754","DOI":"10.1007\/s11263-021-01431-5","volume":"129","author":"B Li","year":"2021","unstructured":"Li, B., Gou, Y., Gu, S., Liu, J.Z., Zhou, J.T., Peng, X.: You only look yourself: Unsupervised and untrained single image dehazing neural network. Int. J. Comput. Vis. 129(5), 1754\u20131767 (2021)","journal-title":"Int. J. Comput. Vis."},{"key":"18_CR21","unstructured":"Kingma, D.P., Welling, M.: Auto-encoding variational bayes. arXiv preprint arXiv:1312.6114 (2013)"},{"key":"18_CR22","unstructured":"Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. In: International Conference on Learning Representations (2015)"},{"key":"18_CR23","doi-asserted-by":"crossref","unstructured":"Mao, X., Li, Q., Xie, H., Lau, R.Y.K., Wang, Z., Smolley, S.P.: Least squares generative adversarial networks. In: Proceedings of the IEEE International Conference on Computer Vision, pp. 2794\u20132802 (2017)","DOI":"10.1109\/ICCV.2017.304"},{"key":"18_CR24","unstructured":"Li, B., et al.: Reside: A benchmark for single image dehazing, vol. 1. arXiv preprint arXiv:1712.04143 (2017)"},{"key":"18_CR25","doi-asserted-by":"crossref","unstructured":"Ren, W., et al.: Gated fusion network for single image dehazing. In\u201d Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 3253\u20133261 (2018)","DOI":"10.1109\/CVPR.2018.00343"},{"key":"18_CR26","doi-asserted-by":"crossref","unstructured":"Qu, Y., Chen, Y., Huang, J., Xie, Y.: Enhanced pix2pix dehazing network. In: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, pp. 8160\u20138168 (2019)","DOI":"10.1109\/CVPR.2019.00835"},{"issue":"1","key":"18_CR27","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1109\/TETCI.2020.3035407","volume":"6","author":"A Dudhane","year":"2022","unstructured":"Dudhane, A., Patil, P.W., Murala, S.: An end-to-end network for image de-hazing and beyond. IEEE Trans. Emerg. Top. Comput. Intell. 6(1), 159\u2013170 (2022)","journal-title":"IEEE Trans. Emerg. Top. Comput. Intell."}],"container-title":["Lecture Notes in Computer Science","Advanced Intelligent Computing Technology and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-99-4761-4_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T23:18:56Z","timestamp":1690931936000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-99-4761-4_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9789819947607","9789819947614"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-981-99-4761-4_18","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"31 July 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICIC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Zhengzhou","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":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 August 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 August 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icic2023a","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.ic-icc.cn\/2023\/index.htm","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}