Web image organization and object discovery by actively creating visual clusters through crowdsourcing

ridm@nrct.go.th ระบบคลังข้อมูลงานวิจัยไทย รายการโปรดที่คุณเลือกไว้

Web image organization and object discovery by actively creating visual clusters through crowdsourcing

หน่วยงาน Nanyang Technological University, Singapore

รายละเอียด

ชื่อเรื่อง	:	Web image organization and object discovery by actively creating visual clusters through crowdsourcing
นักวิจัย	:	Chen, Qi , Wang, Gang , Tan, Chew Lim
คำค้น	:	DRNTU::Engineering::Electrical and electronic engineering.
หน่วยงาน	:	Nanyang Technological University, Singapore
ผู้ร่วมงาน	:	-
ปีพิมพ์	:	2555
อ้างอิง	:	http://hdl.handle.net/10220/12832 , http://dx.doi.org/10.1109/ICTAI.2012.64
ที่มา	:	-
ความเชี่ยวชาญ	:	-
ความสัมพันธ์	:	-
ขอบเขตของเนื้อหา	:	-
บทคัดย่อ/คำอธิบาย	:	In this paper, we propose to organize web images by actively creating visual clusters via crowd sourcing. We develop a two-phase framework to efficiently and effectively combine computers and a large number of human workers to build high quality visual clusters. The first phase partitions an image collection into multiple clusters, the second phase refines each generated cluster independently. In both phases, informative images are selected by computers and manually labeled by the crowds to learn improved models. Our method can be naturally extended to discover object categories in a collection of image segments. Experimental results on several data sets demonstrate the promise of our developed approach on both web image organization and object discovery tasks.
บรรณานุกรม	:	APA Chicago MLA Vancouver Chen, Qi , Wang, Gang , Tan, Chew Lim . (2555). Web image organization and object discovery by actively creating visual clusters through crowdsourcing. กรุงเทพมหานคร : Nanyang Technological University, Singapore. Chen, Qi , Wang, Gang , Tan, Chew Lim . 2555. "Web image organization and object discovery by actively creating visual clusters through crowdsourcing". กรุงเทพมหานคร : Nanyang Technological University, Singapore. Chen, Qi , Wang, Gang , Tan, Chew Lim . "Web image organization and object discovery by actively creating visual clusters through crowdsourcing." กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2555. Print. Chen, Qi , Wang, Gang , Tan, Chew Lim . Web image organization and object discovery by actively creating visual clusters through crowdsourcing. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2555.