Evaluation strategies for image understanding and retrieval

Evaluation strategies for image understanding and retrieval (2005)

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by Keiji Yanai

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@MISC{Yanai05evaluationstrategies,
    author = {Keiji Yanai},
    title = {Evaluation strategies for image understanding and retrieval},
    year = {2005}
}

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Abstract

We address evaluation of image understanding and retrieval large scale image data in the context of three evaluation projects. The first project is a comprehensive strategy for evaluating image retrieval algorithms and provides an open reference data set for doing so. The second project develops word prediction as a semantically relevant evaluation strategy, and applies it to the evaluation of of image processing methods for semantic image analysis. The third project evaluates words for suitability of their visual properties for use in an image annotation framework.

Citations

2313	Normalized Cuts and Image Segmentation - Shi, Malik
2055	Equations of State Calculations by Fast Computing Machines - Metropolis, Rosenbluth, et al. - 1953
1239	P.: Mean shift: A Robust Approach Toward Feature Space Analysis - Comaniciu, Meer
1030	Content-based image retrieval at the end of the early years - Smeulders, Worring, et al. - 2000
827	Query by image and video content: The qbic system - Flickner, Sawhney, et al. - 1995
490	A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics - Martin, Fowlkes, et al. - 2001
471	Matching words and pictures - BARNARD, DUYGULU, et al. - 2003
448	Photobook: Content-based manipulation of image databases - Pentland, Picard, et al. - 1996
399	Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary - Duygulu, Barnard, et al. - 2002
361	Simplicity: Semantics-sensitive integrated matching for picture libraries - Wang, Li, et al. - 2001
357	Learning to detect natural image boundaries using local brightness, color, and texture cues - Martin, Fowlkes, et al. - 2004
313	Blobworld: Image segmentation using expectation-maximization and its application to image querying - Carson, Belongie, et al. - 2002
303	Netra: A toolbox for navigating large image databases - Ma, Manjunath - 1997
292	Automatic image annotation and retrieval using cross-media relevance models - Jeon, Lavrenko, et al. - 2003
221	Order Restricted Statistical Inference - Robertson, Wright, et al. - 1988
209	Learning the semantics of words and pictures - Barnard, Forsyth - 2001
184	Unsupervised segmentation of color-texture regions in images and video - DENG, MANJUNATH - 2001
174	The Bayesian image retrieval system, PicHunter: theory, implementation, and psychological experiments - Cox, Miller, et al. - 2000
164	A Model for Learning the Semantics of Pictures - Lavrenko, Manmatha, et al. - 2003
139	Colour- and texture-based image segmentation using EM and its application to content based image retrieval - Belongie, Carson, et al. - 1998
124	Imagerover: A content-based image browser for the world wide web - Sclaroff, Taycher, et al. - 1997
97	A statistical model for general contextual object recognition - Carbonetto, Freitas, et al. - 2004
88	Combining Textual and Visual Cues for Content-based Image Retrieval on the World Wide Web - Cascia, Sethi, et al. - 1998
75	Clustering art - Barnard, Duygulu, et al. - 2001
74	Analysis of user need in image archives - Armitage, Enser - 1997
56	On the Convergence of Reflective Newton Methods for Large-Scale Nonlinear Minimization Subject to Bounds - Coleman, Li - 1994
51	Query analysis in a visual information retrieval context - Enser - 1993
51	Using maximum entropy for automatic image annotation. CIVR - Jeon, Manmatha - 2004
51	End-user searching challenges indexing practices in the digital newspaper photo archive. Information retrieval - Markkula, Sormunen - 2000
41	The state of retrieval system evaluation - Salton - 1992
37	Image retrieval evaluation - Smith - 1998
32	Learning-based linguistic indexing of pictures with 2-D MHMMs - Wang, Li - 2002
31	The effects of segmentation and feature choice in a translation model of object recognition - Barnard, Duygulu, et al. - 2003
26	A framework for performance characterization of intermediate level grouping modules - Borra, Sarkar - 1997
19	Image region entropy: a measure of ”visualness” of web images associated with one concept - Yanai, Barnard - 2005
18	Benchmark for image retrieval using distributed systems over the internet: Birds-i - Gunther, Beratta - 2001
17	Progress in documentation pictorial information retrieval - Enser - 1995
12	The reduced monotonic regression method - Schell, Singh - 1997
9	Benchmarks for storage and retrieval in multimedia databases. In: Proc SPIE conf storage and retrieval for media databases, vol 4676 - Forsyth - 2001
7	Dynamic multimedia annotation tool - Pfund, Marchand-Maillet - 2002
6	Generalized monotonic regression using random change points - Holmes, Heard
6	Evaluating image retrieval - Shirahatti, Barnard - 2005
6	On performance characterization and optimization for image retrieval - Vogel, Schiele - 2002
5	Content-based image retrieval-systems - Gudivada, Raghavan - 1995
5	Generalized monotonic regression using random change points - Holmes, Heard - 2003
2	Bayesian piecewise polynomial modeling of ogive and unimodal curves - Heard, Smith - 2002