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CIVR
2006
Springer
141views Image Analysis» more  CIVR 2006»
14 years 4 months ago
Context-Aware Media Retrieval
In this paper we propose a representation framework for dynamic multi-sensory knowledge and user context, and its application in media retrieval. We provide a definition of context...
Ankur Mani, Hari Sundaram
CIVR
2006
Springer
186views Image Analysis» more  CIVR 2006»
14 years 4 months ago
Leveraging Active Learning for Relevance Feedback Using an Information Theoretic Diversity Measure
Abstract. Interactively learning from a small sample of unlabeled examples is an enormously challenging task. Relevance feedback and more recently active learning are two standard ...
Charlie K. Dagli, ShyamSundar Rajaram, Thomas S. H...
CIVR
2006
Springer
181views Image Analysis» more  CIVR 2006»
14 years 4 months ago
Image Searching and Browsing by Active Aspect-Based Relevance Learning
Aspect-based relevance learning is a relevance feedback scheme based on a natural model of relevance in terms of image aspects. In this paper we propose a number of active learning...
Mark J. Huiskes
CIVR
2006
Springer
14 years 4 months ago
Mining Novice User Activity with TRECVID Interactive Retrieval Tasks
Abstract. This paper investigates the applicability of Informedia shot-based interface features for video retrieval in the hands of novice users, noted in past work as being too re...
Michael G. Christel, Ronald M. Conescu
CIVR
2006
Springer
125views Image Analysis» more  CIVR 2006»
14 years 4 months ago
Estimating the Physical Effort of Human Poses
This paper deals with the problem of estimating the effort required to maintain a static pose by human beings. The problem is important in developing effective pose classification ...
Yinpeng Chen, Hari Sundaram, Jodi James
CIVR
2006
Springer
113views Image Analysis» more  CIVR 2006»
14 years 4 months ago
Eliciting Perceptual Ground Truth for Image Segmentation
In this paper, we investigate human visual perception and establish a body of ground truth data elicited from human visual studies. We aim to build on the formative work of Ren, E...
Victoria J. Hodge, Garry Hollier, John P. Eakins, ...
CIVR
2006
Springer
143views Image Analysis» more  CIVR 2006»
14 years 4 months ago
Asymmetric Learning and Dissimilarity Spaces for Content-Based Retrieval
Abstract. This paper presents novel dissimilarity space specially designed for interactive multimedia retrieval. By providing queries made of positive and negative examples, the go...
Eric Bruno, Nicolas Moënne-Loccoz, Sté...
CIVR
2006
Springer
131views Image Analysis» more  CIVR 2006»
14 years 4 months ago
Exploring the Synergy of Humans and Machines in Extreme Video Retrieval
We introduce an interface for efficient video search that exploits the human ability to quickly scan visual content, after automatic retrieval has arrange the images in expected or...
Alexander G. Hauptmann, Wei-Hao Lin, Rong Yan, Jun...
CIVR
2006
Springer
117views Image Analysis» more  CIVR 2006»
14 years 4 months ago
Video Clip Matching Using MPEG-7 Descriptors and Edit Distance
Abstract. Video databases require that clips are represented in a compact and discriminative way, in order to perform efficient matching and retrieval of documents of interest. We ...
Marco Bertini, Alberto Del Bimbo, Walter Nunziati