Interactive images: Cuboid proxies for smart image manipulation

Handle URI:
http://hdl.handle.net/10754/575562
Title:
Interactive images: Cuboid proxies for smart image manipulation
Authors:
Zheng, Youyi; Chen, Xiang; Cheng, Ming-Ming; Zhou, Kun; Hu, Shimin; Mitra, Niloy J. ( 0000-0002-2597-0914 )
Abstract:
Images are static and lack important depth information about the underlying 3D scenes. We introduce interactive images in the context of man-made environments wherein objects are simple and regular, share various non-local relations (e.g., coplanarity, parallelism, etc.), and are often repeated. Our interactive framework creates partial scene reconstructions based on cuboid-proxies with minimal user interaction. It subsequently allows a range of intuitive image edits mimicking real-world behavior, which are otherwise difficult to achieve. Effectively, the user simply provides high-level semantic hints, while our system ensures plausible operations by conforming to the extracted non-local relations. We demonstrate our system on a range of real-world images and validate the plausibility of the results using a user study. © 2012 ACM 0730-0301/2012/08-ART99.
KAUST Department:
Visual Computing Center (VCC); Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
Publisher:
Association for Computing Machinery (ACM)
Journal:
ACM Transactions on Graphics
Issue Date:
1-Jul-2012
DOI:
10.1145/2185520.2185595
Type:
Article
ISSN:
07300301
Appears in Collections:
Articles; Visual Computing Center (VCC); Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division

Full metadata record

DC FieldValue Language
dc.contributor.authorZheng, Youyien
dc.contributor.authorChen, Xiangen
dc.contributor.authorCheng, Ming-Mingen
dc.contributor.authorZhou, Kunen
dc.contributor.authorHu, Shiminen
dc.contributor.authorMitra, Niloy J.en
dc.date.accessioned2015-08-24T08:32:56Zen
dc.date.available2015-08-24T08:32:56Zen
dc.date.issued2012-07-01en
dc.identifier.issn07300301en
dc.identifier.doi10.1145/2185520.2185595en
dc.identifier.urihttp://hdl.handle.net/10754/575562en
dc.description.abstractImages are static and lack important depth information about the underlying 3D scenes. We introduce interactive images in the context of man-made environments wherein objects are simple and regular, share various non-local relations (e.g., coplanarity, parallelism, etc.), and are often repeated. Our interactive framework creates partial scene reconstructions based on cuboid-proxies with minimal user interaction. It subsequently allows a range of intuitive image edits mimicking real-world behavior, which are otherwise difficult to achieve. Effectively, the user simply provides high-level semantic hints, while our system ensures plausible operations by conforming to the extracted non-local relations. We demonstrate our system on a range of real-world images and validate the plausibility of the results using a user study. © 2012 ACM 0730-0301/2012/08-ART99.en
dc.publisherAssociation for Computing Machinery (ACM)en
dc.subjectCoupled optimizationen
dc.subjectCuboid proxiesen
dc.subjectImage manipulationen
dc.subjectNon-local relationsen
dc.subjectScene understandingen
dc.titleInteractive images: Cuboid proxies for smart image manipulationen
dc.typeArticleen
dc.contributor.departmentVisual Computing Center (VCC)en
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Divisionen
dc.identifier.journalACM Transactions on Graphicsen
dc.contributor.institutionZhejiang Univ., Chinaen
dc.contributor.institutionTNList, Tsinghua Univ., Chinaen
dc.contributor.institutionUniversity College London, United Kingdomen
kaust.authorZheng, Youyien
kaust.authorMitra, Niloy J.en
kaust.authorChen, Xiangen
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