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PUBLICATIONS
(by subject)
Vision
Science:
Human
Vision Models and Unsupervised Learning
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V.Laparra,
G. Camps & J. Malo
Iterative
Gaussianization: from ICA to Random Rotations
IEEE
Trans, Neur. Nets. (2011)
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J.
Malo & V. Laparra
Psychophysically
Tuned Divisive Normalization factorizes the PDF of Natural
Images
Neural
Computation (2010)
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V.
Laparra and J. Malo
Masking-like
Non-Linearities from Non-linear PCA
GRC
Conference: Sensory Coding and The Natural Environment
(july 2008)
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V.
Laparra and J. Malo
Color
and Luminance Discrimination by Non-Linear PCA
Computational Vision
and Neuroscience symposium (April
2008)
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J.
Malo and J. Gutiérrez
V1
non-linear properties emerge from local-to-global non-linear
ICA
Network:
Computation in Neural Systems Vol.
17, 1, pp 85-102 (2006)
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J.
Malo, J. Gutiérrez, J. Rovira
Perturbation
Analysis of the Changes in V1 Receptive Fields due to Context
Presented at the Gordon
Research Conference: Sensory Coding and the Natural
Environment. Oxford,
UK. (2004)
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J.Malo,
A.Pons, A.Felipe, J.M.Artigas
Characterization
of the human visual system threshold performance by a
weighting fuction in a Gabor domain.
Journal
of Modern Optics .
Vol. 44, 1, pp 127-148 (1997)
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M.J.
Buades, J.M. Artigas, A. Felipe, J. Malo
A
statistical explanation of the effect of luminance on
photopic visual acuity of speckled images.
Journal of Optics
, Vol. 26, 4, pp 175-176
(1995)
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J.Malo,
A. Felipe, M.J. Luque, J.M. Artigas
On
the intrinsic two-dimensionality of the CSF and its
measurement.
Journal
of Optics. Vol. 25,
3, pp 93-103 (1994)
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Vision
Science:
Image
Distortion Metrics
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V.
Laparra, J. Muñoz and J.Malo
Divisive
Normalization Image Quality Metric Revisited
Journal
of the Optical Society Am. A.
27(4):
852-864 (2010).
Also
selected by OSA for the Virtual
Journal for Biomedical Optics
5(8),
2010
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A.B.
Watson and J.Malo
Video
Quality Measures based on the Standard Spatial Observer.
Proc. IEEE Intl. Conf.
Im. Proc. Vol. 3,
pp. 41-44. (2002)
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A.
Pons, J.Malo, J.M.Artigas, P.Capilla
Image
quality metric based on multidimensional contrast perception
models.
Displays
Journal. Vol. 20,
pp. 93-110. (1999)
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J.Malo,
A.Pons, J.M.Artigas
Subjective
image fidelity metric based on bit allocation of the human
visual system in the DCT domain.
Image
& Vision Computing .
Vol. 15, pp. 535-548 (1997)
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Vision
Science:
Optical
Quality of the Human Eye
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A.
Lorente, A.M. Pons, J.Malo, J.M.Artigas
Standard
criterion for fluctuations of the Modulation Transfer
Function in the human eye
Ophthalmic
and Physiological Optics.
Vol. 17 3, pp 267-272 (1997)
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Image
Processing:
Transform
Coding, Image Representation, Quantizer Design
and
Perceptually weighted Support Vector Machines
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L.
Gómez-Chova, J. Muñoz, V. Laparra, J. Malo and
G. Camps
Chapter
9 in:Optical
Remote Sensing – Advances in Signal Processing and
Exploitation Techniques
Saurabh
Prasad, Lori Bruce and Jocelyn Chanussot,
Eds.
Springer-Verlag,
2010
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G.
Camps, J. Gutiérrez, G. Gómez and J. Malo
On the Suitable Domain
for SVM Training in Image Coding.
Journal
of Machine Learning Research,
Vol. 9, pp 49-66 (2008)
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J.
Gutiérrez, G. Gomez and J.Malo
Perceptual
image representations in Suppot Vector Machine image coding
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Book
chapter in: Kernel
methods in bioengineering, communications and image
processing.
Publisher Idea Group Inc. Chapter XIII, pp 298-319 (2007)
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J.Malo,
I.Epifanio, R.Navarro and E. Simoncelli,
Non-linear
Image Representation for Efficient Perceptual Coding.
IEEE Trans. Im. Proc.
Vol. 15, 1, pp 68-80 (2006)
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G.
Gomez, G. Camps, J. Gutiérrez and J. Malo
Perceptual Adaptive
Insensitivity for Support Vector Machine Image Coding.
IEEE Trans. Neural
Networks Vol. 16, 6,
pp 1574-1581 (2005)
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Y.
Navarro, J. Rovira, J. Gutiérrez and J.Malo
Gain control for the
chromatic channels in JPEG2000.
Proc.
of the 10th Intl. Conf. AIC.
Vol. 1, pp. 539-542. (2005)
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J.Malo
Normalized Image
Representation for Efficient Coding.
Proc.
IEEE 37th Asilomar Conf. Signals Systems & Comp.,
Vol. 2, pp. 1408-1412 (2003)
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I.
Epifanio, J. Gutiérrez and J.Malo
Linear
Transform for Simultaneous Diagonalization of Covariance and
Perceptual Metric Matrix in Image Coding.
Pattern
Recognition, Vol.
36, pp. 1799-1811 (2003)
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J.Malo
Almacenamiento y
transmisión de imágenes en color
Tecnología del
color (Artigas,
Capilla y Pujol Eds.). Cap. 4, pp 117-164.
Servei de Publicacions de
la Universitat de València (2002)
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J.Malo,
R.Navarro, I.Epifanio, F.Ferri, J.M.Artigas
Non-linear Invertible
Representation for Joint Statistical and Perceptual Feature
Decorrelation.
Lecture
Notes on Computer Science ,
Vol. 1876, pp. 658-667 (2000)
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J.Malo,
F.Ferri, R.Navarro, R.Valerio
Perceptually
and Statistically Decorrelated Features for Image
Representation:
Application
to Transform Coding.
Proc.
IEEE Int. Conf. Patt. Rec. ,
Vol. 3, pp. 242-245 (2000)
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J.Malo,
F.Ferri, J.Albert, J.Soret, J.M.Artigas
The
role of perceptual contrast non-linearities in image
transform quantization.
Image
& Vision Computing ,
Vol. 18, 3, pp. 233-246 (2000)
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J.Malo,
F.Ferri, J.Albert, J.Soret
Comparison
of perceptually uniform quantization with average perceptual
error minimization in image transform coding.
Electronics Letters
, Vol. 35, 13, pp. 1067-1068
(1999)
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J.Malo,
A.Pons, J.M.Artigas
Bit
allocation algorithm for codebook design in vector
quantization fully based on HVS non-linearities for
suprathreshold contrasts.
Electronics
Letters , Vol. 31,
15, pp.1222-1224 (1995)
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Image
Processing:
Perceptual
Image Restoration and Kernel Image Restoration
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V.
Laparra, J. Gutiérrez, G. Camps and J. Malo
Image Denoising with
Kernels based on Natural Image Relations
Accepted
in J. Mach. Learn.
Res. (2010)
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V.
Laparra, J. Gutiérrez, G. Camps and J. Malo
Recovering
wavelet relations using SVM for image denoising
IEEE
International Conference on Image Processing
(Oct. 2008)
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J.
Gutiérrez, F. Ferri and J. Malo
Regularization operators
for natural images based on non-linear perception models
IEEE Trans. Im. Proc.
Vol. 15, 1, pp
189-200 (2006)
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J.
Gutiérrez, J. Malo and F. Ferri
Perceptual
Regularization Functionals for Natural Image Restoration
Proc. IEEE Intl. Conf.
Im. Proc. 2003. CD
Edition. ISBN 0-7803-7751-6 (2003)
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Video
Processing:
Motion
Estimation
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J.
Malo and M. Simón
Modelos
Corticales de Percepción del Movimiento.
Conferencia Invitada en la
Jornada de Presentación de Aletheia
Nº5,
Rector
Peset, Universitat de València, Feb. 2008
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J.
Malo
La percepción
del movimiento: parte de lo que pasa por tu cabeza en unos
milisegundos.
Aletheia,
CADE, Universitat de València, Nº 5, pp 11-17, Dec
2007
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J.
Malo, J. Gutierrez, I. Epifanio
What
motion information is perceptually relevant?.
Journal of Vision,
1(3), 309a, http://journalofvision.org/1/3/309, DOI
10.1167/1.3.309 (2001)
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J.Malo,
J.Gutierrez, I.Epifanio and F.Ferri
Perceptually
weighted optical flow for motion-based segmentation in MPEG-4
paradigm.
Electronics
Letters , Vol.36,
20, pp.1693-94, (2000)
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J.Malo,
F.Ferri, J.Albert, J.M.Artigas
Splitting
criterion for hierarchical motion estimation based on
perceptual coding.
Electronics
Letters , Vol. 34,
6, pp.541-543 (1998)
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F.Ferri,
J.Malo, J.Albert, J.Soret
Variable-size
BMA for motion estimation using a perceptual-based splitting
criterion.
Proc.
IEEE Int. Conf. Pat. Recog. 98.
Vol. I, pp. 286-288 (1998)
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Video
Processing:
Video
Coding: Motion Estimation + Transform Coding
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J.Malo,
J.Gutierrez, I.Epifanio, F.Ferri, J.M.Artigas
Perceptual feed-back in
multigrid motion estimation using an improved DCT
quantization.
IEEE
Transactions on Image Processing .
Vol. 10, 10, pp. 1411-1427 (2001)
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J.Malo,
F.Ferri, J.Gutierrez, I.Epifanio
Importance
of quantizer design compared to optimal multigrid motion
estimation in video coding.
Electronics
Letters , Vol. 36,
9, pp. 807-809 (2000)
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J.Malo,
F.Ferri, J.Albert, J.M.Artigas
Adaptive
motion estimation and video vector quantization based on
spatio-temporal non-linearities of human perception.
Lecture Notes in
Computer Science ,
Springer Verlag. Vol.1310, pp.454-461 (1997)
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Color
Science:
Color
Constancy
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F.Martinez,
M.J. Luque, J. Malo, A. Felipe, J.M. Artigas
Implementations of a
novel algorithm for colour constancy
Vision
Research . Vol. 37.
13, pp. 1829-1844 (1997)
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F.
Martinez, V. Arnau, J. Malo, A. Felipe, J.M. Artigas
A new chromatic encoding
for machine vision invariant to the change of illumination.
Journal of Optics.
Vol.27, 4, pp. 171-181 (1996)
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Color
Science:
Simulating
Dichromatic Perception
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P.
Capilla, M.A. Díez, M.J. Luque and J. Malo
Corresponding-pair
procedure: a new approach to simulation of dichromatic color
perception
J.
Opt. Soc. Am. A,
Vol. 21, 2, pp 173-186 (2004)
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Color
Science:
Color
Representation Spaces
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P.
Capilla, M.J. Luque y J. Malo
Espacios
lineales de representación del color
Fundamentos de
Colorimetría (Artigas,
Capilla y Pujol Eds.). Cap. 2, pp. 31-54.
Servei de Publicacions de
la Universitat de València (2002)
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P.
Capilla, J.Malo, M.J.Luque, J.M.Artigas
Colour
representation spaces at different physiological levels: a
comparative analysis
Journal
of Optics. Vol. 29,
pp.324-338 (1998)
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Color
Science:
CRT
Calibration
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J.
Malo y M.J. Luque
Reproducción
del color en monitores
Tecnología
del color (Artigas,
Capilla y Pujol Eds.). Cap. 5, pp. 165-180.
Servei de Publicacions de la
Universitat de València (2002)
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Patents:
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J.
Malo, J. Gutiérrez, G. Camps and Mª. J. Luque
Method, apparatus and
software for color image compression based on non-linear
perceptual representations and machine learning
(2008)
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