Proceedings ArticleDOI
Smart space construction: Integration of robots in a visual sensor network
Ayesha Chaudhary,Santanu Chaudhury +1 more
- pp 689-694
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TLDR
An architecture of a smart space built with robots and distributed smart cameras connected via a network using vision as the basic sensing mechanism and a MAP based object identification scheme which works on Grassmannian manifold is presented.Abstract:
This paper presents an architecture of a smart space built with robots and distributed smart cameras connected via a network. We present a framework for tracking and recording presence of objects over a large space using vision as the basic sensing mechanism. A MAP based object identification scheme which works on Grassmannian manifold has been presented. Experimental results establish validity of the approach.read more
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A database for person re-identification in multi-camera surveillance networks
TL;DR: In this paper, the authors presented a new challenging multi-camera surveillance database designed for the task of person re-identification, consisting of 150 unscripted sequences of subjects travelling in a building environment though up to eight camera views, appearing from various angles and in varying illumination conditions.
References
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Spatio-Temporal Querying in Smart Spaces
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Distributed framework for composite event recognition in a calibrated pan-tilt camera network
TL;DR: A novel probabilistic Latent Semantic Analysis based algorithm for pair-wise interaction recognition is proposed and presented as an application of the distributed composite event recognition framework, where the events are interactions between pairs of objects.