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Group-wise co-salient object detection via multi-view self-labeling novel class discovery
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作者 Yang WU Gang DONG +2 位作者 Lingyan LIANG yaqian zhao Kaihua ZHANG 《Frontiers of Computer Science》 SCIE EI CSCD 2024年第2期259-261,共3页
1 Introduction Co-salient object detection(CoSOD)aims to extract the salient object(s)that are common across a group of relevant images[1].Group-wise clue plays a crucial role in accurately predicting the co-salient r... 1 Introduction Co-salient object detection(CoSOD)aims to extract the salient object(s)that are common across a group of relevant images[1].Group-wise clue plays a crucial role in accurately predicting the co-salient regions.Therefore,numerous groupwise deep models have been proposed by exploring consistency across images in unsupervised clustering manners[2-4]or the semantic connections guidance information[5]. 展开更多
关键词 CONSISTENCY Group SEMANTIC
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Hybrid constructed wetlands for highly polluted river water treatment and comparison of surface-and subsurface-flow cells 被引量:14
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作者 Yucong Zheng Xiaochang Wang +2 位作者 Jiaqing Xiong Yongjun Liu yaqian zhao 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2014年第4期749-756,共8页
A series of large pilot constructed wetland (CW) systems were constructed near the confluence of an urban stream to a larger fiver in Xi'an, a northwestern megacity in China, for treating polluted stream water befo... A series of large pilot constructed wetland (CW) systems were constructed near the confluence of an urban stream to a larger fiver in Xi'an, a northwestern megacity in China, for treating polluted stream water before it entered the receiving water body. Each CW system is a combination of surface- and subsurface-flow cells with local gravel, sand or slag as substrates and Phragmites australis and Typha orientalis as plants. During a one-year operation with an average surface loading of 0.053 m3/(m2.day), the overall COD, BOD, NH3-N, total nitrogen (TN) and total phosphorus (TP) removals were 72.7% ~ 4.5%, 93.4% + 2.1%, 54.0% + 6.3%, 53.9% ~ 6.0% and 69.4% :t: 4.6%, respectively, which brought about an effective improvement of the fiver water quality. Surface-flow cells showed better NH3-N removal than their TN removal while subsurface-flow cells showed better TN removal than their NH3-N removal. Using local slag as the substrate, the organic and phosphorus removal could be much improved. Seasonal variation was also found in the removal of all the pollutants and autumn seemed to be the best season for pollutant removal due to the moderate water temperature and well grown plants in the CWs. 展开更多
关键词 constructed wetland surface-flow subsurface-flow polluted river water treatment
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