|
PUBLICATIONS
(by
subject)
Vision Science:
Human
Vision Models and Unsupervised Learning
|
V. Laparra, S. Jiménez, G. Camps and J. Malo
Nonlinearities and
Adaptation of Color Vision from Sequential Principal Curves Analysis
Neural
Computation (2012)
|
|
|
V. Laparra, M. Gutmann, J. Malo and A.
Hyvarinen
Complex-valued
Independent Component Analysis of Natural Images
Lect. Not. Comp.
Sci. (Proc.
ICANN 2011), Vol. 6792, pp. 213-220, 2011
|
|
|
V.Laparra, G. Camps & J. Malo
Iterative Gaussianization:
from ICA to Random Rotations
IEEE Trans, Neur. Nets.
(2011)
|
|
J. Malo & V. Laparra
Psychophysically Tuned
Divisive Normalization factorizes the PDF of Natural Images
Neural Computation
(2010)
|
|
V. Laparra and J. Malo
Masking-like
Non-Linearities from Non-linear PCA
GRC Conference: Sensory
Coding and The Natural Environment (july 2008)
|
|
V. Laparra and J. Malo
Color and Luminance
Discrimination by Non-Linear PCA
Computational Vision
and Neuroscience symposium (April
2008)
|
|
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)
|
|
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)
|
|
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)
|
|
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)
|
|
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)
|
Vision Science:
Image
Distortion Metrics
|
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
|
|
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)
|
|
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)
|
|
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)
|
Vision Science:
Optical
Quality of the Human Eye
|
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)
|
Image
Processing:
Transform
Coding, Image Representation, Quantizer Design
and Perceptually weighted Support Vector Machines
|
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
|
|
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)
|
|
J. Gutiérrez, G. Gomez and J.Malo
Perceptual image
representations in Suppot Vector Machine image coding .
Book chapter in: Kernel methods in bioengineering,
communications and image processing. Publisher Idea Group Inc. Chapter XIII, pp
298-319 (2007)
|
|
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)
|
|
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)
|
|
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)
|
|
J.Malo
Normalized Image
Representation for Efficient Coding.
Proc. IEEE 37th Asilomar
Conf. Signals Systems & Comp., Vol. 2, pp. 1408-1412 (2003)
|
|
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)
|
|
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)
|
|
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)
|
|
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)
|
|
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)
|
|
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)
|
|
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)
|
Image Processing:
Perceptual
Image Restoration and Kernel Image Restoration
|
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)
|
|
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)
|
|
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)
|
|
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)
|
Video Processing:
Motion
Estimation
|
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
|
|
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
|
|
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)
|
|
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)
|
|
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)
|
|
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)
|
Video Processing:
Video
Coding: Motion Estimation + Transform Coding
|
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)
|
|
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)
|
|
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)
|
Color Science:
Color
Constancy
|
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)
|
|
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)
|
Color Science:
Simulating
Dichromatic Perception
|
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)
|
Color Science:
Color
Representation Spaces
|
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)
|
|
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)
|
Color Science:
CRT
Calibration
|
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)
|
Patents:
|
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)
|
|
|