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Automatic Spatially-aware Fashion Concept Discovery [article]

Xintong Han, Zuxuan Wu, Phoenix X. Huang, Xiao Zhang, Menglong Zhu, Yuan Li, Yang Zhao, Larry S. Davis
2017 arXiv   pre-print
This paper proposes an automatic spatially-aware concept discovery approach using weakly labeled image-text data from shopping websites.  ...  discovered spatially-aware concepts.  ...  Spatially-aware Concept Discovery 3.  ... 
arXiv:1708.01311v1 fatcat:exsjmxh7vzfidfea62igpunyfe

Design and implementation of a socially-enhanced pervasive middleware

Gabriella Castelli, Alberto Rosi, Franco Zambonelli
2012 2012 IEEE International Conference on Pervasive Computing and Communications Workshops  
This results in a middleware that facilitates the development and management of services that are adaptive to both spatial and social concerns, and can support effective service discovery and orchestration  ...  Middleware infrastructures for pervasive computing, in order to be able to support services and users activities, have to deal with both spatially-situated and socially-situated interactions.  ...  groups) to represent logical spatial concepts and by having spatial coordination activities being shaped by such logical spatial relations.  ... 
doi:10.1109/percomw.2012.6197465 dblp:conf/percom/CastelliRZ12 fatcat:wntqhcnidrhwvgdjx3zsfufnea

Page 2500 of Psychological Abstracts Vol. 86, Issue 6 [page]

1999 Psychological Abstracts  
The action providing a student with additional expository examples of the present concept only and gen- erating a new interrogatory example of the present concept (partly mastery), however, did not show  ...  It is concluded that this model provides a tenable account of how people may perform 3D object recognition in a hierarchical, bottom-up fashion 19495.  ... 

A View-Based Analysis of Distributed and Mobile Teams

Christoph Dorn, Daniel Schall, Robert Gombotz, Schahram Dustdar
2007 16th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2007)  
The five views -Spatial, Organizational, Project, Human Interaction, and Service -help to group related team attributes and serve as a basis for a requirements analysis in collaborative working environments  ...  With respect to service interactions, important aspects for N/V/M teams are: • Search and Discovery • Aggregation Patterns and Automatic Provisioning • Reliability and Availability Cross-cutting concerns  ...  Such mobile team members require intelligent Resource Discovery methods to reduce time-to-work.  ... 
doi:10.1109/wetice.2007.4407152 fatcat:arfmbc4s3jcdnaiqerssyqvy6u

Context-aware composition

Kent Lyons, Roy Want, David Munday, Jiasheng He, Shivani Sud, Barbara Rosario, Trevor Pering
2009 Proceedings of the 10th workshop on Mobile Computing Systems and Applications - HotMobile '09  
Context-Aware Composition is a technique to overcome the complexity of wireless discovery, device selection, and establishing connections to other computers in an environment where potentially tens or  ...  In this paper, we present our work demonstrating the benefit of using context to facilitate the discovery process through sensing.  ...  Furthermore, the inclusion of sensing could allow for the automatic determination of the logical spatial connections between devices.  ... 
doi:10.1145/1514411.1514421 dblp:conf/wmcsa/LyonsWMHSRP09 fatcat:hlqvkmqmyzg7rhbtapufhcbj7m

Managing Personal Communication Environments in Next Generation Service Platforms

Ralf Kernchen, Matthieu Boussard, Cristian Hesselman, Claudia Villalonga, Eric Clavier, Anna V. Zhdanova, Pablo Cesar
2007 2007 16th IST Mobile and Wireless Communications Summit  
Index Terms-next generation service enablers, multimodal interfaces, multi-device environments, context-awareness,  ...  In order to overcome these limitations this paper presents the concept of the Distributed Communication Sphere and the according architectural framework that allows its management.  ...  Context aware terminal data synchronisation use cases The following message sequence diagram illustrates the exchanges between the Resource Discovery System, Terminal Manager and Dynamic desktop when triggering  ... 
doi:10.1109/istmwc.2007.4299298 fatcat:k2gskbtm7vbpfm3237peocqv7a

ScreenSpot: Multidimensional Resource Discovery for Distributed Applications in Smart Spaces

Marko Jurmu, Sebastian Boring, Jukka Riekki
2008 Proceedings of the 5th International ICST Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services  
We report a proof-of-concept implementation of the ScreenSpot system and we demonstrate an approach of visualizing the discovery results to the user.  ...  Dimensions for discovery include dynamic availability of the displays in both spatial and temporal scales, user and rolebased access control, as well as the support for intended service.  ...  The validation section presents a proof-of-concept implementation of the ScreenSpot system along with a visualization concept for showing temporal and spatial availability of displays.  ... 
doi:10.4108/icst.mobiquitous2008.3576 dblp:conf/mobiquitous/JurmuBR08a fatcat:ta6w3lqy5bfw5olifmyjcsgwfe

Getting across information communities

Patrick Maué, Jens Ortmann
2009 Earth Science Informatics  
We introduce rule-based semantic annotations as solution to facilitate the discovery and evaluation of geographical information.  ...  An automatic discovery, evaluation, and integration of information, is not the intent of this approach.  ...  Geographic Information Retrieval (GIR) (Larson 1996) refers to all tasks needed to find GI on the Web by using spatially-aware search engines.  ... 
doi:10.1007/s12145-009-0033-8 fatcat:k5qutpxjrjazlblbngywt2n2j4

Localizing and Visualizing Relative Attributes [chapter]

Fanyi Xiao, Yong Jae Lee
2017 Advances in Computer Vision and Pattern Recognition  
In this chapter, we present a weakly-supervised approach that discovers the spatial extent of relative attributes, given only pairs of ordered images.  ...  In contrast to traditional approaches that use global appearance features or rely on keypoint detectors, our goal is to automatically discover the image regions that are relevant to the attribute, even  ...  Since the spatial . We visualize our discoveries as heatmaps, where red/blue indicates strong/weak predicted attribute relevance.  ... 
doi:10.1007/978-3-319-50077-5_7 fatcat:53ohh4m7zjdbpbg6jleh6jfif4

A Taxonomy of 3D Occlusion Management for Visualization

N. Elmqvist, P. Tsigas
2008 IEEE Transactions on Visualization and Computer Graphics  
While an important factor in depth perception, the occlusion effect in 3D environments also has a detrimental impact on tasks involving discovery, access, and spatial relation of objects in a 3D visualization  ...  In other words, this dimension can assume any of the values discovery, access, or spatial relation.  ...  The scope of our work is for visualization and human-computer interaction, where occlusion management techniques modify views, objects, and depth cues in order to increase the spatial awareness of the  ... 
doi:10.1109/tvcg.2008.59 pmid:18599920 fatcat:56b7pr57izcubefnt2r6xffuo4

Towards building large scale multimedia systems and applications

Klara Nahrstedt, Wolf-Tilo Balke
2005 Proceedings of the first ACM international workshop on Multimedia service composition - MSC '05  
fashion.  ...  In summary, a multimedia service is a functional entity that assists processing and communication of multimedia data in timely and space-aware fashion.  ... 
doi:10.1145/1099423.1099426 fatcat:3wd7dsa62bhgxigfcwgvyvz7qe

Discovering the Spatial Extent of Relative Attributes

Fanyi Xiao, Yong Jae Lee
2015 2015 IEEE International Conference on Computer Vision (ICCV)  
We present a weakly-supervised approach that discovers the spatial extent of relative attributes, given only pairs of ordered images.  ...  Finally, we automatically identify the most relevant visual chains, and create an ensemble image representation to model the attribute.  ...  In this work, we propose a method that automatically discovers the spatial extent of relative attributes in images across varying attribute strengths.  ... 
doi:10.1109/iccv.2015.171 dblp:conf/iccv/XiaoL15 fatcat:capn4a3gczf3znnnxpuulwyiau

Crowdsourcing What Is Where: Community-Contributed Photos as Volunteered Geographic Information

Shawn Newsam
2010 IEEE Multimedia  
Finally, the system spatially clusters the remaining images and selects representative images of the concept for a region in an unsupervised fashion using a probabilistic latent semantic indexing framework  ...  Yanai et al. 19 discover spatially varying cultural differences among concepts such as ''wedding cake'' from large collections of georeferenced images.  ... 
doi:10.1109/mmul.2010.79 fatcat:vkkyz3woxzhyznfwx3cnwksobi

A Real-time Complex Event Discovery Platform for Cyber-Physical-Social Systems

Minh-Son Dao, Siripen Pongpaichet, Laleh Jalali, Kyoungsook Kim, Ramesh Jain, Koiji Zettsu
2014 Proceedings of International Conference on Multimedia Retrieval - ICMR '14  
approaches, the proposed platform can alleviate the burden of human intervention meanwhile increase the scalability, robustness, feasibility, and applicability by offering series of services that not only automatically  ...  Design Goals This work is designed to aid any application designers and developers in any expert domains who want to create situation-aware applications in the large scale and dynamic fashion.  ...  The process of building any situation awareness applications using our platform can be divided into four main phases including (1) application requirement and specification, (2) model retrieval and discovery  ... 
doi:10.1145/2578726.2578755 dblp:conf/mir/DaoPJKJZ14 fatcat:o6mg423d6zashi53ijcz2x6jza

Sensing and visualizing spatial relations of mobile devices

Gerd Kortuem, Christian Kray, Hans Gellersen
2005 Proceedings of the 18th annual ACM symposium on User interface software and technology - UIST '05  
While many location systems require instrumentation of the environment, we present a system that allows devices to measure their spatial relations in a true peerto-peer fashion.  ...  In extension of this system we propose a set of spatialized widgets for incorporation of spatial relations in the user interface.  ...  A classic example of spatially-aware presentation is proximate selection, a technique for automatically changing interfaces so that the natural defaults reflect the user's current context [26] .  ... 
doi:10.1145/1095034.1095049 dblp:conf/uist/KortuemKG05 fatcat:p7dscw64nzcpjintwb3vlmbzsu
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