{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T07:19:27Z","timestamp":1780557567559,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":52,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,10,10]],"date-time":"2022-10-10T00:00:00Z","timestamp":1665360000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"National Key R&D Program of China","award":["2020AAA0105702"],"award-info":[{"award-number":["2020AAA0105702"]}]},{"name":"USTC Research Funds of the Double First-Class Initiative","award":["YD2100002003"],"award-info":[{"award-number":["YD2100002003"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["WK2100000024"],"award-info":[{"award-number":["WK2100000024"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Natural Science Foundation of China (NSFC)","award":["U19B2038 and 61901433"],"award-info":[{"award-number":["U19B2038 and 61901433"]}]},{"name":"University Synergy Innovation Program of Anhui Province","award":["GXXT-2019-025"],"award-info":[{"award-number":["GXXT-2019-025"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,10,10]]},"DOI":"10.1145\/3503161.3547904","type":"proceedings-article","created":{"date-parts":[[2022,10,10]],"date-time":"2022-10-10T15:43:01Z","timestamp":1665416581000},"page":"6717-6726","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":36,"title":["Single Image Shadow Detection via Complementary Mechanism"],"prefix":"10.1145","author":[{"given":"Yurui","family":"Zhu","sequence":"first","affiliation":[{"name":"University of Science and Technology of China, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xueyang","family":"Fu","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chengzhi","family":"Cao","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xi","family":"Wang","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qibin","family":"Sun","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zheng-Jun","family":"Zha","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2022,10,10]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00565"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475199"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i2.16222"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-009-0243-z"},{"key":"e_1_3_2_2_5_1","volume-title":"On the removal of shadows from images","author":"Finlayson Graham D","year":"2005","unstructured":"Graham D Finlayson , Steven D Hordley , Cheng Lu , and Mark S Drew . 2005. On the removal of shadows from images . IEEE transactions on pattern analysis and machine intelligence 28, 1 ( 2005 ), 59--68. Graham D Finlayson, Steven D Hordley, Cheng Lu, and Mark S Drew. 2005. On the removal of shadows from images. IEEE transactions on pattern analysis and machine intelligence 28, 1 (2005), 59--68."},{"key":"e_1_3_2_2_6_1","volume-title":"Proceedings of the fourteenth international conference on artificial intelligence and statistics. JMLR Workshop and Conference Proceedings, 315--323","author":"Glorot Xavier","year":"2011","unstructured":"Xavier Glorot , Antoine Bordes , and Yoshua Bengio . 2011 . Deep sparse rectifier neural networks . In Proceedings of the fourteenth international conference on artificial intelligence and statistics. JMLR Workshop and Conference Proceedings, 315--323 . Xavier Glorot, Antoine Bordes, and Yoshua Bengio. 2011. Deep sparse rectifier neural networks. In Proceedings of the fourteenth international conference on artificial intelligence and statistics. JMLR Workshop and Conference Proceedings, 315--323."},{"key":"e_1_3_2_2_7_1","volume-title":"Generative adversarial nets. Advances in neural information processing systems","author":"Goodfellow Ian","year":"2014","unstructured":"Ian Goodfellow , Jean Pouget-Abadie , Mehdi Mirza , Bing Xu , David Warde-Farley , Sherjil Ozair , Aaron Courville , and Yoshua Bengio . 2014. Generative adversarial nets. Advances in neural information processing systems ( 2014 ). Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio. 2014. Generative adversarial nets. Advances in neural information processing systems (2014)."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.2174\/1876825300801010001"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995725"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/IROS.2018.8594050"},{"key":"e_1_3_2_2_12_1","volume-title":"Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection Separation. Advances in Neural Information Processing Systems 34","author":"Hu Qiming","year":"2021","unstructured":"Qiming Hu and Xiaojie Guo . 2021. Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection Separation. Advances in Neural Information Processing Systems 34 ( 2021 ). Qiming Hu and Xiaojie Guo. 2021. Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection Separation. Advances in Neural Information Processing Systems 34 (2021)."},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2919616"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3049331"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00778"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126331"},{"key":"e_1_3_2_2_17_1","volume-title":"Jackway and Mohamed Deriche","author":"Paul","year":"1996","unstructured":"Paul T. Jackway and Mohamed Deriche . 1996 . Scale-space properties of the multi-scale morphological dilation-erosion. IEEE transactions on pattern analysis and machine intelligence 18, 1 (1996), 38--51. Paul T. Jackway and Mohamed Deriche. 1996. Scale-space properties of the multi-scale morphological dilation-erosion. IEEE transactions on pattern analysis and machine intelligence 18, 1 (1996), 38--51."},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-88682-2_25"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2070781.2024191"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.249"},{"key":"e_1_3_2_2_21_1","volume-title":"Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980","author":"Kingma Diederik P","year":"2014","unstructured":"Diederik P Kingma and Jimmy Ba . 2014 . Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980 (2014). Diederik P Kingma and Jimmy Ba. 2014. Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980 (2014)."},{"key":"e_1_3_2_2_22_1","volume-title":"Efficient inference in fully connected crfs with gaussian edge potentials. Advances in neural information processing systems 24","author":"Kr\u00e4henb\u00fchl Philipp","year":"2011","unstructured":"Philipp Kr\u00e4henb\u00fchl and Vladlen Koltun . 2011. Efficient inference in fully connected crfs with gaussian edge potentials. Advances in neural information processing systems 24 ( 2011 ). Philipp Kr\u00e4henb\u00fchl and Vladlen Koltun. 2011. Efficient inference in fully connected crfs with gaussian edge potentials. Advances in neural information processing systems 24 (2011)."},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-011-0501-8"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58621-8_16"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3124934"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01216-8_41"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475235"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.483"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459381"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206665"},{"key":"e_1_3_2_2_31_1","volume-title":"Simultaneous cast shadows, illumination and geometry inference using hypergraphs","author":"Panagopoulos Alexandros","year":"2012","unstructured":"Alexandros Panagopoulos , ChaohuiWang, Dimitris Samaras , and Nikos Paragios . 2012. Simultaneous cast shadows, illumination and geometry inference using hypergraphs . IEEE transactions on pattern analysis and machine intelligence 35, 2 ( 2012 ), 437--449. Alexandros Panagopoulos, ChaohuiWang, Dimitris Samaras, and Nikos Paragios. 2012. Simultaneous cast shadows, illumination and geometry inference using hypergraphs. IEEE transactions on pattern analysis and machine intelligence 35, 2 (2012), 437--449."},{"key":"e_1_3_2_2_32_1","volume-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2067--2074","author":"Shen Li","year":"2015","unstructured":"Li Shen , Teck Wee Chua , and Karianto Leman . 2015 . Shadow optimization from structured deep edge detection . In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2067--2074 . Li Shen, Teck Wee Chua, and Karianto Leman. 2015. Shadow optimization from structured deep edge detection. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2067--2074."},{"key":"e_1_3_2_2_33_1","volume-title":"International conference on machine learning. PMLR, 6105--6114","author":"Tan Mingxing","year":"2019","unstructured":"Mingxing Tan and Quoc Le . 2019 . Efficientnet: Rethinking model scaling for convolutional neural networks . In International conference on machine learning. PMLR, 6105--6114 . Mingxing Tan and Quoc Le. 2019. Efficientnet: Rethinking model scaling for convolutional neural networks. In International conference on machine learning. PMLR, 6105--6114."},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2015.09.006"},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2691703"},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46466-4_49"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"crossref","unstructured":"Tom\u00e1s F Yago Vicente Chen-Ping Yu and Dimitris Samaras. 2013. Single Image Shadow Detection Using Multiple Cues in a Supermodular MRF. In BMVC.  Tom\u00e1s F Yago Vicente Chen-Ping Yu and Dimitris Samaras. 2013. Single Image Shadow Detection Using Multiple Cues in a Supermodular MRF. In BMVC.","DOI":"10.5244\/C.27.126"},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00192"},{"key":"e_1_3_2_2_39_1","volume-title":"Proceedings of the IEEE international conference on computer vision. 4019--4028","author":"Borji Ali","year":"2017","unstructured":"TiantianWang, Ali Borji , Lihe Zhang , Pingping Zhang , and Huchuan Lu . 2017 . A stagewise refinement model for detecting salient objects in images . In Proceedings of the IEEE international conference on computer vision. 4019--4028 . TiantianWang, Ali Borji, Lihe Zhang, Pingping Zhang, and Huchuan Lu. 2017. A stagewise refinement model for detecting salient objects in images. In Proceedings of the IEEE international conference on computer vision. 4019--4028."},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00007"},{"key":"e_1_3_2_2_41_1","first-page":"6","article-title":"Densely Cascaded Shadow Detection Network via Deeply Supervised Parallel Fusion","volume":"5","author":"Wang Yupei","year":"2018","unstructured":"Yupei Wang , Xin Zhao , Yin Li , Xuecai Hu , Kaiqi Huang , and NLPR CRIPAC. 2018 . Densely Cascaded Shadow Detection Network via Deeply Supervised Parallel Fusion . In IJCAI , Vol. 5. 6 . Yupei Wang, Xin Zhao, Yin Li, Xuecai Hu, Kaiqi Huang, and NLPR CRIPAC. 2018. Densely Cascaded Shadow Detection Network via Deeply Supervised Parallel Fusion. In IJCAI, Vol. 5. 6.","journal-title":"IJCAI"},{"key":"e_1_3_2_2_42_1","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2015.58"},{"key":"e_1_3_2_2_43_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2010.04.003"},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.31"},{"key":"e_1_3_2_2_45_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00887"},{"key":"e_1_3_2_2_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00686"},{"key":"e_1_3_2_2_47_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00531"},{"key":"e_1_3_2_2_48_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.319"},{"key":"e_1_3_2_2_49_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00916"},{"key":"e_1_3_2_2_50_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5540209"},{"key":"e_1_3_2_2_51_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01231-1_8"},{"key":"e_1_3_2_2_52_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00466"}],"event":{"name":"MM '22: The 30th ACM International Conference on Multimedia","location":"Lisboa Portugal","acronym":"MM '22","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 30th ACM International Conference on Multimedia"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3503161.3547904","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3503161.3547904","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:00:30Z","timestamp":1750186830000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3503161.3547904"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,10]]},"references-count":52,"alternative-id":["10.1145\/3503161.3547904","10.1145\/3503161"],"URL":"https:\/\/doi.org\/10.1145\/3503161.3547904","relation":{},"subject":[],"published":{"date-parts":[[2022,10,10]]},"assertion":[{"value":"2022-10-10","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}