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Author	C. Alejandro Parraga; Ramon Baldrich; Maria Vanrell
Title	Accurate Mapping of Natural Scenes Radiance to Cone Activation Space: A New Image Dataset			Type	Conference Article
Year	2010	Publication	5th European Conference on Colour in Graphics, Imaging and Vision and 12th International Symposium on Multispectral Colour Science	Abbreviated Journal
Volume		Issue		Pages	50–57
Keywords
Abstract	The characterization of trichromatic cameras is usually done in terms of a device-independent color space, such as the CIE 1931 XYZ space. This is indeed convenient since it allows the testing of results against colorimetric measures. We have characterized our camera to represent human cone activation by mapping the camera sensor's (RGB) responses to human (LMS) through a polynomial transformation, which can be “customized” according to the types of scenes we want to represent. Here we present a method to test the accuracy of the camera measures and a study on how the choice of training reflectances for the polynomial may alter the results.
Address	Joensuu, Finland
Corporate Author				Thesis
Publisher		Place of Publication		Editor
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title
Series Volume		Series Issue		Edition
ISSN		ISBN	9781617388897	Medium
Area		Expedition		Conference	CGIV/MCS
Notes	CIC			Approved	no
Call Number	CAT @ cat @ PBV2010a			Serial	1322
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Author	Javier Vazquez; G. D. Finlayson; Maria Vanrell
Title	A compact singularity function to predict WCS data and unique hues			Type	Conference Article
Year	2010	Publication	5th European Conference on Colour in Graphics, Imaging and Vision and 12th International Symposium on Multispectral Colour Science	Abbreviated Journal
Volume		Issue		Pages	33–38
Keywords
Abstract	Understanding how colour is used by the human vision system is a widely studied research field. The field, though quite advanced, still faces important unanswered questions. One of them is the explanation of the unique hues and the assignment of color names. This problem addresses the fact of different perceptual status for different colors. Recently, Philipona and O'Regan have proposed a biological model that allows to extract the reflection properties of any surface independently of the lighting conditions. These invariant properties are the basis to compute a singularity index that predicts the asymmetries presented in unique hues and basic color categories psychophysical data, therefore is giving a further step in their explanation. In this paper we build on their formulation and propose a new singularity index. This new formulation equally accounts for the location of the 4 peaks of the World colour survey and has two main advantages. First, it is a simple elegant numerical measure (the Philipona measurement is a rather cumbersome formula). Second, we develop a colour-based explanation for the measure.
Address	Joensuu, Finland
Corporate Author				Thesis
Publisher		Place of Publication		Editor
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title
Series Volume		Series Issue		Edition
ISSN		ISBN	9781617388897	Medium
Area		Expedition		Conference	CGIV/MCS
Notes	CIC			Approved	no
Call Number	CAT @ cat @ VFV2010			Serial	1324
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Author	Susana Alvarez; Anna Salvatella; Maria Vanrell; Xavier Otazu
Title	3D Texton Spaces for color-texture retrieval			Type	Conference Article
Year	2010	Publication	7th International Conference on Image Analysis and Recognition	Abbreviated Journal
Volume	6111	Issue		Pages	354–363
Keywords
Abstract	Color and texture are visual cues of different nature, their integration in an useful visual descriptor is not an easy problem. One way to combine both features is to compute spatial texture descriptors independently on each color channel. Another way is to do the integration at the descriptor level. In this case the problem of normalizing both cues arises. In this paper we solve the latest problem by fusing color and texture through distances in texton spaces. Textons are the attributes of image blobs and they are responsible for texture discrimination as defined in Julesz’s Texton theory. We describe them in two low-dimensional and uniform spaces, namely, shape and color. The dissimilarity between color texture images is computed by combining the distances in these two spaces. Following this approach, we propose our TCD descriptor which outperforms current state of art methods in the two different approaches mentioned above, early combination with LBP and late combination with MPEG-7. This is done on an image retrieval experiment over a highly diverse texture dataset from Corel.
Address
Corporate Author				Thesis
Publisher	Springer Berlin Heidelberg	Place of Publication		Editor	A.C. Campilho and M.S. Kamel
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title	LNCS
Series Volume		Series Issue		Edition
ISSN	0302-9743	ISBN	978-3-642-13771-6	Medium
Area		Expedition		Conference	ICIAR
Notes	CIC			Approved	no
Call Number	CAT @ cat @ ASV2010a			Serial	1325
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Author	C. Alejandro Parraga; Robert Benavente; Maria Vanrell
Title	Towards a general model of colour categorization which considers context			Type	Journal Article
Year	2010	Publication	Perception. ECVP Abstract Supplement	Abbreviated Journal	PER
Volume	39	Issue		Pages	86
Keywords
Abstract	In two previous experiments [Parraga et al, 2009 J. of Im. Sci. and Tech 53(3) 031106; Benavente et al,2009 Perception 38 ECVP Supplement, 36] the boundaries of basic colour categories were measured. In the ﬁrst experiment, samples were presented in isolation (ie on a dark background) and boundaries were measured using a yes/no paradigm. In the second, subjects adjusted the chromaticity of a sample presented on a random Mondrian background to ﬁnd the boundary between pairs of adjacent colours. Results from these experiments showed signiﬁcant dierences but it was not possible to conclude whether this discrepancy was due to the absence/presence of a colourful background or to the dierences in the paradigms used. In this work, we settle this question by repeating the ﬁrst experiment (ie samples presented on a dark background) using the second paradigm. A comparison of results shows that although boundary locations are very similar, boundaries measured in context are signiﬁcantly dierent(more diuse) than those measured in isolation (conﬁrmed by a Student’s t-test analysis on the subject’s answers statistical distributions). In addition, we completed the mapping of colour name space by measuring the boundaries between chromatic colours and the achromatic centre. With these results we completed our parametric fuzzy-sets model of colour naming space.
Address
Corporate Author				Thesis
Publisher		Place of Publication		Editor
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title
Series Volume		Series Issue		Edition
ISSN		ISBN		Medium
Area		Expedition		Conference
Notes	CIC			Approved	no
Call Number	CAT @ cat @ PBV2010b			Serial	1326
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Author	Robert Benavente; C. Alejandro Parraga; Maria Vanrell
Title	La influencia del contexto en la definicion de las fronteras entre las categorias cromaticas			Type	Conference Article
Year	2010	Publication	9th Congreso Nacional del Color	Abbreviated Journal
Volume		Issue		Pages	92–95
Keywords	Categorización del color; Apariencia del color; Influencia del contexto; Patrones de Mondrian; Modelos paramétricos
Abstract	En este artículo presentamos los resultados de un experimento de categorización de color en el que las muestras se presentaron sobre un fondo multicolor (Mondrian) para simular los efectos del contexto. Los resultados se comparan con los de un experimento previo que, utilizando un paradigma diferente, determinó las fronteras sin tener en cuenta el contexto. El análisis de los resultados muestra que las fronteras obtenidas con el experimento en contexto presentan menos confusión que las obtenidas en el experimento sin contexto.
Address	Alicante (Spain)
Corporate Author				Thesis
Publisher		Place of Publication		Editor
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title
Series Volume		Series Issue		Edition
ISSN		ISBN	978-84-9717-144-1	Medium
Area		Expedition		Conference	CNC
Notes	CIC			Approved	no
Call Number	CAT @ cat @ BPV2010			Serial	1327
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Author	Javier Vazquez; Maria Vanrell; Robert Benavente
Title	Color names as a constraint for Computer Vision problems			Type	Conference Article
Year	2010	Publication	Proceedings of The CREATE 2010 Conference	Abbreviated Journal
Volume		Issue		Pages	324–328
Keywords
Abstract	Computer Vision Problems are usually ill-posed. Constraining de gamut of possible solutions is then a necessary step. Many constrains for different problems have been developed during years. In this paper, we present a different way of constraining some of these problems: the use of color names. In particular, we will focus on segmentation, representation ans constancy.
Address	Gjovik (Norway)
Corporate Author				Thesis
Publisher		Place of Publication		Editor
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title
Series Volume		Series Issue		Edition
ISSN		ISBN		Medium
Area		Expedition		Conference	CREATE
Notes	CIC			Approved	no
Call Number	CAT @ cat @ VVB2010			Serial	1328
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Author	Fahad Shahbaz Khan; Joost Van de Weijer; Maria Vanrell
Title	Who Painted this Painting?			Type	Conference Article
Year	2010	Publication	Proceedings of The CREATE 2010 Conference	Abbreviated Journal
Volume		Issue		Pages	329–333
Keywords
Abstract
Address	Gjovik (Norway)
Corporate Author				Thesis
Publisher		Place of Publication		Editor
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title
Series Volume		Series Issue		Edition
ISSN		ISBN		Medium
Area		Expedition		Conference	CREATE
Notes	CIC			Approved	no
Call Number	CAT @ cat @ KWV2010			Serial	1329
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Author	Shida Beigpour; Joost Van de Weijer
Title	Photo-Realistic Color Alteration for Architecture and Design			Type	Conference Article
Year	2010	Publication	Proceedings of The CREATE 2010 Conference	Abbreviated Journal
Volume		Issue		Pages	84–88
Keywords
Abstract	As color is a strong stimuli we receive from the exterior world, choosing the right color can prove crucial in creating the desired architecture and desing. We propose a framework to apply a realistic color change on both objects and their illuminant lights for snapshots of architectural designs, in order to visualize and choose the right color before actully applying the change in the real world. The proposed framework is based on the laws of physics in order to accomplish realistic and physically plausible results.
Address	Gjovik (Norway)
Corporate Author				Thesis
Publisher		Place of Publication		Editor
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title
Series Volume		Series Issue		Edition
ISSN		ISBN		Medium
Area		Expedition		Conference	CREATE
Notes	CIC			Approved	no
Call Number	CAT @ cat @ BeW2010			Serial	1330
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Author	Marc Serra
Title	Estimating Intrinsic Images from Physical and Categorical Color Cues			Type	Report
Year	2010	Publication	CVC Technical Report	Abbreviated Journal
Volume	151	Issue		Pages
Keywords
Abstract
Address
Corporate Author				Thesis	Master's thesis
Publisher		Place of Publication		Editor
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title
Series Volume		Series Issue		Edition
ISSN		ISBN		Medium
Area		Expedition		Conference
Notes	CIC			Approved	no
Call Number	Admin @ si @ Ser2010			Serial	1345
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Author	Olivier Penacchio; C. Alejandro Parraga; Maria Vanrell
Title	Natural Scene Statistics account for Human Cones Ratios			Type	Journal Article
Year	2010	Publication	Perception. ECVP Abstract Supplement	Abbreviated Journal	PER
Volume	39	Issue		Pages	101
Keywords
Abstract	In two previous experiments [Parraga et al, 2009 J. of Im. Sci. and Tech 53(3) 031106; Benavente et al,2009 Perception 38 ECVP Supplement, 36] the boundaries of basic colour categories were measured. In the ﬁrst experiment, samples were presented in isolation (ie on a dark background) and boundaries were measured using a yes/no paradigm. In the second, subjects adjusted the chromaticity of a sample presented on a random Mondrian background to ﬁnd the boundary between pairs of adjacent colours. Results from these experiments showed signiﬁcant dierences but it was not possible to conclude whether this discrepancy was due to the absence/presence of a colourful background or to the dierences in the paradigms used. In this work, we settle this question by repeating the ﬁrst experiment (ie samples presented on a dark background) using the second paradigm. A comparison of results shows that although boundary locations are very similar, boundaries measured in context are signiﬁcantly dierent(more diuse) than those measured in isolation (conﬁrmed by a Student’s t-test analysis on the subject’s answers statistical distributions). In addition, we completed the mapping of colour name space by measuring the boundaries between chromatic colours and the achromatic centre. With these results we completed our parametric fuzzy-sets model of colour naming space.
Address
Corporate Author				Thesis
Publisher		Place of Publication		Editor
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title
Series Volume		Series Issue		Edition
ISSN		ISBN		Medium
Area		Expedition		Conference
Notes	CIC			Approved	no
Call Number	CAT @ cat @ PPV2010			Serial	1357
Permanent link to this record



Author	Susana Alvarez; Anna Salvatella; Maria Vanrell; Xavier Otazu
Title	Perceptual color texture codebooks for retrieving in highly diverse texture datasets			Type	Conference Article
Year	2010	Publication	20th International Conference on Pattern Recognition	Abbreviated Journal
Volume		Issue		Pages	866–869
Keywords
Abstract	Color and texture are visual cues of different nature, their integration in a useful visual descriptor is not an obvious step. One way to combine both features is to compute texture descriptors independently on each color channel. A second way is integrate the features at a descriptor level, in this case arises the problem of normalizing both cues. A significant progress in the last years in object recognition has provided the bag-of-words framework that again deals with the problem of feature combination through the definition of vocabularies of visual words. Inspired in this framework, here we present perceptual textons that will allow to fuse color and texture at the level of p-blobs, which is our feature detection step. Feature representation is based on two uniform spaces representing the attributes of the p-blobs. The low-dimensionality of these text on spaces will allow to bypass the usual problems of previous approaches. Firstly, no need for normalization between cues; and secondly, vocabularies are directly obtained from the perceptual properties of text on spaces without any learning step. Our proposal improve current state-of-art of color-texture descriptors in an image retrieval experiment over a highly diverse texture dataset from Corel.
Address	Istanbul (Turkey)
Corporate Author				Thesis
Publisher		Place of Publication		Editor
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title
Series Volume		Series Issue		Edition
ISSN	1051-4651	ISBN	978-1-4244-7542-1	Medium
Area		Expedition		Conference	ICPR
Notes	CIC			Approved	no
Call Number	CAT @ cat @ ASV2010b			Serial	1426
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Author	Enric Marti; Jordi Rocarias; Ricardo Toledo
Title	Caront: gestió flexible de grups d’alumnes en una asignatura i activitats sobre grups. Nova activitat de control			Type	Miscellaneous
Year	2008	Publication	V Jornades d’Innovació Docent	Abbreviated Journal
Volume		Issue		Pages
Keywords
Abstract
Address
Corporate Author				Thesis
Publisher		Place of Publication		Editor
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title
Series Volume		Series Issue		Edition
ISSN		ISBN		Medium
Area		Expedition		Conference
Notes	IAM;RV;CIC;ADAS			Approved	no
Call Number	IAM @ iam @ MRT2008a			Serial	1617
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Author	Ernest Valveny; Ricardo Toledo; Ramon Baldrich; Enric Marti
Title	Combining recognition-based in segmentation-based approaches for graphic symol recognition using deformable template matching			Type	Conference Article
Year	2002	Publication	Proceeding of the Second IASTED International Conference Visualization, Imaging and Image Proceesing VIIP 2002	Abbreviated Journal
Volume		Issue		Pages	502–507
Keywords
Abstract
Address
Corporate Author				Thesis
Publisher		Place of Publication		Editor
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title
Series Volume		Series Issue		Edition
ISSN		ISBN		Medium
Area		Expedition		Conference
Notes	DAG;RV;CAT;IAM;CIC;ADAS			Approved	no
Call Number	IAM @ iam @ VTB2002			Serial	1660
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Author	Olivier Penacchio; C. Alejandro Parraga
Title	What is the best criterion for an efficient design of retinal photoreceptor mosaics?			Type	Journal Article
Year	2011	Publication	Perception	Abbreviated Journal	PER
Volume	40	Issue		Pages	197
Keywords
Abstract	The proportions of L, M and S photoreceptors in the primate retina are arguably determined by evolutionary pressure and the statistics of the visual environment. Two information theory-based approaches have been recently proposed for explaining the asymmetrical spatial densities of photoreceptors in humans. In the first approach Garrigan et al (2010 PLoS ONE 6 e1000677), a model for computing the information transmitted by cone arrays which considers the differential blurring produced by the long-wavelength accommodation of the eye’s lens is proposed. Their results explain the sparsity of S-cones but the optimum depends weakly on the L:M cone ratio. In the second approach (Penacchio et al, 2010 Perception 39 ECVP Supplement, 101), we show that human cone arrays make the visual representation scale-invariant, allowing the total entropy of the signal to be preserved while decreasing individual neurons’ entropy in further retinotopic representations. This criterion provides a thorough description of the distribution of L:M cone ratios and does not depend on differential blurring of the signal by the lens. Here, we investigate the similarities and differences of both approaches when applied to the same database. Our results support a 2-criteria optimization in the space of cone ratios whose components are arguably important and mostly unrelated. [This work was partially funded by projects TIN2010-21771-C02-1 and Consolider-Ingenio 2010-CSD2007-00018 from the Spanish MICINN. CAP was funded by grant RYC-2007-00484]
Address
Corporate Author				Thesis
Publisher		Place of Publication		Editor
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title
Series Volume		Series Issue		Edition
ISSN		ISBN		Medium
Area		Expedition		Conference
Notes	CIC			Approved	no
Call Number	Admin @ si @ PeP2011a			Serial	1719
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Author	C. Alejandro Parraga; Olivier Penacchio; Maria Vanrell
Title	Retinal Filtering Matches Natural Image Statistics at Low Luminance Levels			Type	Journal Article
Year	2011	Publication	Perception	Abbreviated Journal	PER
Volume	40	Issue		Pages	96
Keywords
Abstract	The assumption that the retina’s main objective is to provide a minimum entropy representation to higher visual areas (ie efficient coding principle) allows to predict retinal filtering in space–time and colour (Atick, 1992 Network 3 213–251). This is achieved by considering the power spectra of natural images (which is proportional to 1/f2) and the suppression of retinal and image noise. However, most studies consider images within a limited range of lighting conditions (eg near noon) whereas the visual system’s spatial filtering depends on light intensity and the spatiochromatic properties of natural scenes depend of the time of the day. Here, we explore whether the dependence of visual spatial filtering on luminance match the changes in power spectrum of natural scenes at different times of the day. Using human cone-activation based naturalistic stimuli (from the Barcelona Calibrated Images Database), we show that for a range of luminance levels, the shape of the retinal CSF reflects the slope of the power spectrum at low spatial frequencies. Accordingly, the retina implements the filtering which best decorrelates the input signal at every luminance level. This result is in line with the body of work that places efficient coding as a guiding neural principle.
Address
Corporate Author				Thesis
Publisher		Place of Publication		Editor
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title
Series Volume		Series Issue		Edition
ISSN		ISBN		Medium
Area		Expedition		Conference
Notes	CIC			Approved	no
Call Number	Admin @ si @ PPV2011			Serial	1720
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Author	Maria Vanrell; Naila Murray; Robert Benavente; C. Alejandro Parraga; Xavier Otazu; Ramon Baldrich
Title	Perception Based Representations for Computational Colour			Type	Conference Article
Year	2011	Publication	3rd International Workshop on Computational Color Imaging	Abbreviated Journal
Volume	6626	Issue		Pages	16-30
Keywords	colour perception, induction, naming, psychophysical data, saliency, segmentation
Abstract	The perceived colour of a stimulus is dependent on multiple factors stemming out either from the context of the stimulus or idiosyncrasies of the observer. The complexity involved in combining these multiple effects is the main reason for the gap between classical calibrated colour spaces from colour science and colour representations used in computer vision, where colour is just one more visual cue immersed in a digital image where surfaces, shadows and illuminants interact seemingly out of control. With the aim to advance a few steps towards bridging this gap we present some results on computational representations of colour for computer vision. They have been developed by introducing perceptual considerations derived from the interaction of the colour of a point with its context. We show some techniques to represent the colour of a point influenced by assimilation and contrast effects due to the image surround and we show some results on how colour saliency can be derived in real images. We outline a model for automatic assignment of colour names to image points directly trained on psychophysical data. We show how colour segments can be perceptually grouped in the image by imposing shading coherence in the colour space.
Address	Milan, Italy
Corporate Author				Thesis
Publisher	Springer-Verlag	Place of Publication		Editor	Raimondo Schettini, Shoji Tominaga, Alain Trémeau
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title	LNCS
Series Volume		Series Issue		Edition
ISSN		ISBN	978-3-642-20403-6	Medium
Area		Expedition		Conference	CCIW
Notes	CIC			Approved	no
Call Number	Admin @ si @ VMB2011			Serial	1733
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Author	Naila Murray; Maria Vanrell; Xavier Otazu; C. Alejandro Parraga
Title	Saliency Estimation Using a Non-Parametric Low-Level Vision Model			Type	Conference Article
Year	2011	Publication	IEEE conference on Computer Vision and Pattern Recognition	Abbreviated Journal
Volume		Issue		Pages	433-440
Keywords	Gaussian mixture model;ad hoc parameter selection;center-surround inhibition windows;center-surround mechanism;color appearance model;convolution;eye-fixation data;human vision;innate spatial pooling mechanism;inverse wavelet transform;low-level visual front-end;nonparametric low-level vision model;saliency estimation;saliency map;scale integration;scale-weighted center-surround response;scale-weighting function;visual task;Gaussian processes;biology;biology computing;colour vision;computer vision;visual perception;wavelet transforms
Abstract	Many successful models for predicting attention in a scene involve three main steps: convolution with a set of filters, a center-surround mechanism and spatial pooling to construct a saliency map. However, integrating spatial information and justifying the choice of various parameter values remain open problems. In this paper we show that an efficient model of color appearance in human vision, which contains a principled selection of parameters as well as an innate spatial pooling mechanism, can be generalized to obtain a saliency model that outperforms state-of-the-art models. Scale integration is achieved by an inverse wavelet transform over the set of scale-weighted center-surround responses. The scale-weighting function (termed ECSF) has been optimized to better replicate psychophysical data on color appearance, and the appropriate sizes of the center-surround inhibition windows have been determined by training a Gaussian Mixture Model on eye-fixation data, thus avoiding ad-hoc parameter selection. Additionally, we conclude that the extension of a color appearance model to saliency estimation adds to the evidence for a common low-level visual front-end for different visual tasks.
Address	Colorado Springs
Corporate Author				Thesis
Publisher		Place of Publication		Editor
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title
Series Volume		Series Issue		Edition
ISSN	1063-6919	ISBN	978-1-4577-0394-2	Medium
Area		Expedition		Conference	CVPR
Notes	CIC			Approved	no
Call Number	Admin @ si @ MVO2011			Serial	1757
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Author	Joost Van de Weijer; Shida Beigpour
Title	The Dichromatic Reflection Model: Future Research Directions and Applications			Type	Conference Article
Year	2011	Publication	International Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications	Abbreviated Journal
Volume		Issue		Pages
Keywords	dblp
Abstract	The dichromatic reflection model (DRM) predicts that color distributions form a parallelogram in color space, whose shape is defined by the body reflectance and the illuminant color. In this paper we resume the assumptions which led to the DRM and shortly recall two of its main applications domains: color image segmentation and photometric invariant feature computation. After having introduced the model we discuss several limitations of the theory, especially those which are raised once working on real-world uncalibrated images. In addition, we summerize recent extensions of the model which allow to handle more complicated light interactions. Finally, we suggest some future research directions which would further extend its applicability.
Address	Algarve, Portugal
Corporate Author				Thesis
Publisher	SciTePress	Place of Publication		Editor	Mestetskiy, Leonid and Braz, José
Language		Summary Language		Original Title
Series Editor		Series Title		Abbreviated Series Title
Series Volume		Series Issue		Edition
ISSN		ISBN	978-989-8425-47-8	Medium
Area		Expedition		Conference	VISIGRAPP
Notes	CIC			Approved	no
Call Number	Admin @ si @ WeB2011			Serial	1778
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