Foreign accent conversion in computer assisted pronunciation
training
D. Felps, H.
Bortfeld and R. Gutierrez-Osuna
Speech Communication, in press.
The Reverse-caricature
Effect Revisited: Familiarization with Frontal Facial Caricatures
Improves Veridical Face Recognition
J. Rodríguez, H. Bortfeld, I. Rudomín,
B. Hernández and R. Gutiérrez-Osuna
Applied Cognitive
Psychology, in press.
Higher-order
chemical sensing
A. Hierlemann and R. Gutierrez-Osuna
ACS Chemical Reviews, 108, 563-613, 2008
Development of an infrared absorption spectroscope based on linear variable filters
F. Nogueira, D. Felps and R. Gutierrez-Osuna
IEEE Sensors Journal, 7(8), 1183-1190, 2007
Neuromorphic
processing for optical microbead arrays: dimensionality reduction
and contrast enhancement
B. Raman, T. Kotseroglou, L. Clark, M. Lebl and R. Gutierrez-Osuna
IEEE
Sensors Journal, 7(4), 506-514, 2007
Contrast
Enhancement of Gas Sensor Array Patterns with a Neurodynamics
Model of the Olfactory Bulb
B. Raman, T. Yamanaka and R. Gutierrez-Osuna
Sensors and Actuators
B, 119(2), pp. 547-555, 2006
Processing of Chemical Sensor Arrays with a Biologically-Inspired
Model of Olfactory Coding
B. Raman, P. Sun, A. Gutierrez-Galvez and R. Gutierrez-Osuna
IEEE Transactions on
Neural Networks, 17(4), pp. 1015-1024, 2006.
A dimensionality-reduction technique inspired by receptor
convergence in the olfactory system
A. Perera, T. Yamanaka, A. Gutierrez-Galvez, B. Raman and
R. Gutierrez-Osuna
Sensors and Actuators B: Chemical, 116 (1-2), pp. 17-22, 2006.
Increasing the separability of chemosensor array patterns with
Hebbian/anti-Hebbian learning
A. Gutierrez-Galvez and R. Gutierrez-Osuna
Sensors and Actuators B: Chemical, 116(1-2), pp. 29-35, 2006.
Concentration normalization with a model of gain control in
the olfactory bulb
B. Raman and R. Gutierrez-Osuna
Sensors and Actuators B: Chemical, 116(1-2), pp. 36-42, 2006.
A comparison of acoustic coding models for speech-driven
facial animation
P. Kakumanu, A. Esposito, O. N. Garcia and R. Gutierrez-Osuna
Speech Communication, 48(6), pp. 598-615, 2006.
Contrast
Enhancement and Background Suppression of Chemosensor Array Patterns
with the KIII Model
A. Gutierrez-Galvez and R. Gutierrez-Osuna
International
Journal of Intelligent Systems, 21(9), pp. 937-953, 2006.
Audio/Visual Mapping with Cross-Modal Hidden Markov
Models
S. Fu, R. Gutierrez-Osuna, A. Esposito, K. Praveen and O. N. Garcia
IEEE Transactions on Multimedia, 7(2), 243- 252, 2005.
Speech-driven Facial Animation with Realistic Dynamics
R. Gutierrez-Osuna, P. K. Kakumanu, A. Esposito, O. N. Garcia, A. Bojorquez,
J. L. Castillo and I. J. Rudomin
IEEE Transactions on Multimedia, 7(1), pp. 33-42, 2005.
Fusion
of Three Sensory Modalities for the Multimodal Characterization
of Red Wines
M. L. Rodriguez-Mendez, A. Arrieta, V. Parra, A. Bernal,
A. Vegas, S. Villanueva, R. Gutierrez-Osuna and J. A. de
Saja
IEEE Sensors Journal, 4(3), pp. 348-354, 2004.
Use of a gas-sensor
array for detecting volatile organic compounds in chemically
induced cells
P. Pasini, N. Powar, R. Gutierrez-Osuna, S. Daunert and A. Roda
Journal of Analytical and Bioanalytical Chemistry, 378, pp. 76–83,
2004.
Habituation in the KIII Olfactory Model with Chemical Sensor
Arrays
R. Gutierrez-Osuna and A. Gutierrez-Galvez
IEEE
Transactions on Neural Networks 14(6), 1565-1568, 2003.
Pattern
Completion Through Phase Coding in Population Neurodynamics
A. Gutierrez-Galvez and R. Gutierrez-Osuna
Neural Networks 16, 649–656, 2003.
Transient Response Analysis for Temperature Modulated
Chemoresistors
R.
Gutierrez-Osuna, A. Gutierrez-Galvez and N. U. Powar
Sensors and
Actuators B: Chemical B 93(1-3), 57–66, 2003.
Odor Mixtures and Chemosensory Adaptation in Gas Sensor
Arrays
R. Gutierrez-Osuna and N. U. Powar
International Journal on Artificial
Intelligence Tools, 12(1), 1-16, 2003.
Evolutionary Optimization of Gaussian Windowing Functions
for Data Preprocessing
D. E. Courte, M. A. Rizki, L. A. Tamburino
and R. Gutierrez-Osuna
International Journal on Artificial Intelligence
Tools, 12(1), 2003.
Attribute Bagging: Improving Accuracy of Classifier Ensembles
by Using Random Feature Subsets
R. Bryll, R. Gutierrez-Osuna and
F. Quek
Pattern Recognition, 36(3), 1291-1302, 2003.
Pattern Analysis for Machine Olfaction: A Review
R. Gutierrez-Osuna
IEEE Sensors Journal, 2(3), 189-202, 2002.
A Portable Electronic
Nose Based on Embedded PC Technology and GNU/Linux: Hardware,
Software and Applications
A. Perera,
T. Sundic, A. Pardo, R. Gutierrez-Osuna and S. Marco
IEEE Sensors
Journal, 2(3), 235-246, 2002.
Transient response analysis of an electronic nose using
multi-exponential models
R. Gutierrez-Osuna, H. T. Nagle and S.
S. Schiffman
Sensors and Actuators B, Chemical, 61(1-3) 170-182,
1999.
A method for evaluating data-preprocessing techniques for
odor classification with an array of gas sensors
R. Gutierrez-Osuna
and H. T. Nagle
IEEE Transactions on Systems, Man, and Cybernetics
B, 29(5), 626-632, 1999.
Modeling of Ultrasonic Range Sensors for Localization of
Autonomous Mobile Robots
R. Gutierrez-Osuna, J. A. Janet and R.
C. Luo
IEEE Transactions on Industrial Electronics, 45(4), pp.
654-662, 1998.
Autonomous Mobile Robot Global Self-localization using
Kohonen and Region-Feature Neural Networks
J. A. Janet, R. Gutierrez-Osuna,
T. A. Chase, M. White and J. C. Sutton, III
Journal of Robotics
Systems, 14(4), pp. 263-282, 1997.
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Demo Abstract: Signal Reconstruction with SubNyquist Sampling
using Wireless Sensor Networks
A. Pazarloglou, M. George, R. Stoleru, R. Gutierrez-Osuna
Proc. ACM/IEEE
Information Processing in Sensor Networks (IPSN), 2009
Using heart rate monitors to detect mental stress
J. Choi and R. Gutierrez-Osuna
Proc. Sixth International
Workshop on Body Sensor Networks (BSN 2009), Berkeley, CA,
June 3-5, 2009, in press.
Active chemical sensing with Partially Observable Markov Decision
Processes
R. Gosangi
and R. Gutierrez-Osuna
Proc. International Symposium on Olfaction and Electronic Noses
(ISOEN 2009), Brescia, Italy, April 15-17, in press.
High-resolution speech signal reconstruction in Wireless Sensor
Networks
A. Pazarloglou, R. Stoleru and R. Gutierrez-Osuna
Proc. IEEE Workshop on Information Retrieval in Sensor Networks (ISRN
2009), Las
Vegas, January 13, 2009.
A computational method to find salient
features
N. Y. Yu, T. Yamauchi, H. -F. Yang, Y. -L. Chen and R.
Gutierrez-Osuna
Proc. 6th International Conference of Cognitive
Science (ICCS 2008), Seoul, Korea, July 27-29, 2008.
What!?! No Rubine Features?: Using Geometric-based
Features to Produce Normalized Confidence Values for Sketch Recognition
B.
Paulson, P. Rajan, P. Davalos, R. Gutierrez-Osuna and T. Hammond
Proc.
VL/HCC
(Visual Languages and Human Centric Computing) Workshop on Sketch
Tools for Diagramming, Boston, MA, September 5, 2008.
Reducing the
other-race effect through caricatures
J. Rodriguez, H. Bortfeld and R. Gutierrez-Osuna
Proc. 8th IEEE International Conference on Automatic Face and Gesture Recognition, September
17-19, 2008 (in press).
Kernel Oriented Discriminant Analysis for Speaker-Independent
Phoneme Spaces
H. Choi, R. Gutierrez-Osuna, S. Choi and Yoonsuck Choe
Proc. 19th International Conference on Pattern
Recognition (ICPR 2008), Tampa, FL, December 8-11, 2008.
Elimination
of Junk Document Surrogate Candidates through Pattern Recognition
E.Koh, D. Caruso, A. Kerne and R. Gutierrez-Osuna
Proc. ACM SYmp. Document Engineering 2007, Winnipeg, Manitoba, Canada,
August 28, 2007 - August 31, 2007, pp. 187-195.
Mixture segmentation
and background suppression in chemosensor arrays with a model
of olfactory bulb-cortex interaction
B. Raman and R. Gutierrez-Osuna
Proc. 2005 IEEE International Joint Conference
on Neural Networks (IJCNN'05), Montreal, Canada, July
31-August 4, 2005
Concentration normalization with a model of gain control in
the olfactory bulb
B. Raman and R. Gutierrez-Osuna
Proc. 11th International Symposium on Olfaction
and the Electronic Nose (ISOEN'05), Barcelona, Spain, April
13-15, 2005.
A dimensionality-reduction technique
inspired by receptor convergence in the olfactory system
A. Perera,
T. Yamanaka, A. Gutierrez-Gálvez, B. Raman
and R. Gutierrez-Osuna
Proc. 11th International
Symposium on Olfaction and the Electronic Nose (ISOEN'05),
Barcelona, Spain, April
13-15, 2005.
Contrast
enhancement of sensor-array patterns through anti-hebbian learning
A.
Gutierrez-Galvez and R. Gutierrez-Osuna
Proc. 11th International Symposium on Olfaction
and the Electronic Nose (ISOEN'05), Barcelona, Spain, April
13-15, 2005.
Chemosensory processing in a spiking model of the olfactory
bulb: chemotopic convergence and center surround inhibition
B. Raman and R. Gutierrez-Osuna
NIPS 2004,
Vancouver, BC, December 13-16, 2004.
Cancellation
of chemical backgrounds with generalized Fisher’s
linear discriminants
R.
Gutierrez-Osuna and B. Raman
Proceedings of the 3rd IEEE SENSORS 2004, Vienna, October
24-27, 2004.
Principal Discriminants Analysis for small-sample-size problems:
application to chemical sensing
M. Wang, A. Perera-Lluna and R. Gutierrez-Osuna
Proceedings of the 3rd IEEE SENSORS
2004, Vienna, October 24-27, 2004.
Sensor-based machine olfaction with a neurodynamics model of
the olfactory bulb
B. Raman, A. Gutierrez-Galvez, A.
Perera-Lluna and R. Gutierrez-Osuna
Proceedings of the 2004 IEEE/RSJ Intl. Conference on Intelligent
Robots and Systems, Sendai, Japan, September 28 – October
2, 2004.
Pattern
recognition for chemosensor arrays with the KIII model
A. Gutierrez-Galvez,
R. Gutierrez-Osuna and B. Raman
Proceedings of the 2004 Symposium on Intentional
Dynamic Systems, Memphis, TN, April 24-26, 2004.
Computer-Aided
Pattern Recognition in the Classification of Superficial Corneal
Injuries
L. Florkey, R. Gutierrez-Osuna and J. D. Bullock
Proceedings
of the Annual Meeting of the American Academy of Optometry, Dallas,
TX, December 4-8, 2003.
Application
of phase only filters on e-nose data
K. S. Gudmundsson, A. A. S.
Awwal and R. Gutierrez-Osuna
SPIE Conference
(Photonic Devices and Algorithms for Computing V), 2003.
Use
of an electronic nose for the identification of genetically modified
organisms
P. Pasini, N. Powar, R. Gutierrez-Osuna, S. Daunert and
A. Roda
Proceedings of the 21st National Congress
of the Italian Chemical Society, Torino, Italy, June 22–27,
2003.
Classification of Load Change Transients and Incipient
Abnormalities in Underground Cable Using Pattern Analysis Techniques
M. J. Mousavi, K. L. Butler-Purry, R. Gutierrez-Osuna and M. Najafi
Proceedings
of the 2003 IEEE/PES Transmission and Distribution Conference,
Dallas, TX, September 7-12, 2003.
Coherent oscillations as a neural code in a model of the
olfactory system
A. Gutierrez-Galvez and R. Gutierrez-Osuna
Proceedings of the IEEE/INNS
International Joint Conference on Neural Networks, Portland OR,
July 20-24, 2003.
A biologically-plausible computational architecture for
sensor-based machine olfaction
R. Gutierrez-Osuna and P. Sun
Proceedings of the 9th Intl. Symposium
on Olfaction and Electronic Nose (ISOEN 02), Rome, Italy, Sept
29 - Oct 2, 2002.
Sensor system for the complete organoleptic characterization
(smell, taste and color) of wines
M. L. Rodríguez-Méndez
, A. Arrieta, V. Parra, A. Vegas, S. Villanueva, R Gutierrez-Osuna
and J. A. de Saja
Proceedings of the 9th Intl. Symposium on Olfaction
and Electronic Nose (ISOEN 02), Rome, Italy, Sept 29 - Oct 2,
2002.
Measuring Odor Intensity with E-Noses and Other Sensor Types
S.
S. Schiffman, B. G. Graham, R. Gutierrez-Osuna, J. Zervakis and
H. T. Nagle
Proceedings of the 9th Intl. Symposium on Olfaction
and Electronic Nose (ISOEN 02), Rome, Italy, Sept 29 - Oct
2, 2002.
Habituation in the KIII olfactory model using gas sensor
arrays
R. Gutierrez-Osuna and A. Gutierrez-Galvez
Proceedings of the
9th Intl. Symposium on Olfaction and Electronic Nose (ISOEN 02),
Rome, Italy, Sept 29 - Oct 2, 2002.
A Self-organizing Model of Chemotopic Convergence for Olfactory
Coding
R. Gutierrez-Osuna
Proceedings of the 2nd Joint EMBS-BMES Conference,
Houston, TX, 23-26 October 2002.
Transient Response Analysis for Temperature Modulated Chemoresistors
R
Gutierrez-Osuna, A. Gutierrez-Galvez and N. Powar
Proceedings of
the 9th Intl. Meeting on Chemical Sensors, Boston, MA, 7-10
July 2002.
Speech Driven Facial Animation
P. Kakumanu, R. Gutierrez-Osuna,
A. Esposito, R. Bryll, A. Goshtasby and O. N. Garcia
Proceedings
of the Workshop on Perceptive User Interfaces, Disney's BoardWalk
Inn Resort, November 15-16, 2001.
Chemosensory Adaptation in an Electronic Nose
R. Gutierrez-Osuna,
N. Powar and P. Sun
Proceedings of the 2nd IEEE Bioinformatics and
Bioengineering Symposium (BIBE2001), Washington, DC, November
4-6, 2001.
Correlation of Sensory Analysis with Electronic Nose Data
for Swine Odor Remediation Assessment
R. Gutierrez-Osuna, S. S.
Schiffman and H. T. Nagle
Proceedings of the 3rd European Congress
on Odours, Metrology and Electronic Noses, Paris, France, June
19-21, 2001.
IpNose: Electronic nose for distributed air quality monitoring
system
A. Perera, T. Pardo, T. Sundic, S. Marco and R. Gutierrez-Osuna
Proceedings
of the 3rd European Congress on Odours, Metrology and Electronic
Noses, Paris, France, June 19-21, 2001.
Multi-Frequency Temperature Modulation For Metal-Oxide
Gas Sensors
R. Gutierrez-Osuna, S. Korah and A. Perera
Proceedings of the
8th International Symposium on Olfaction and the Electronic Nose,
Washington, DC, March 25-30, 2001.
ipNOSE: A portable volatile analyzer based on embedded
technology for intensive computation and time dependent signal
processing
A. Perera, R. Gutierrez-Osuna and S. Marco
Proceedings of the
8th International Symposium on Olfaction and the Electronic Nose,
Washington, DC, March 25-30, 2001.
Use of an Electronic Nose to Evaluate Odors from Swine
Operations
S. S. Schiffman, R. Gutierrez-Osuna and T. Nagle
Proceedings of
the 8th International Symposium on Olfaction and the Electronic
Nose, Washington, DC, March 25-30, 2001.
Drift Reduction For Metal-Oxide Sensor Arrays Using Canonical
Correlation Regression And Partial Least Squares
R. Gutierrez-Osuna
Proceedings of the 7th International Symposium
On Olfaction & Electronic
Nose, Brighton, England, 20-24th July, 2000
Effectiveness of an Electronic Nose for Monitoring Bacterial
and Fungal Growth
S. S. Schiffman, D. W. Wyrick, R. Gutierrez-Osuna
and H. T. Nagle
Proceedings of the 7th International Symposium
On Olfaction & Electronic
Nose, Brighton, England, 20-24th July, 2000
An application
of Rissanen’s Complexity Measure to
Optimizing Abstraction Level
R. Gutierrez-Osuna and O. N. Garcia
Proceedings of the 5th Annual
Conference on Human Interaction with Complex Systems, UIUC, Illinois,
April 30 - May 2, 2000.
Development of the electronic nose for monitoring odors
H. T.
Nagle, S. S. Schiffman, R. Gutierrez-Osuna and D. Wyrick
Animal
Waste Management Symposium, NCSU, Raleigh, NC, 1999. pp 119-127.
Electronic nose evaluation of synthetic hog farm odor
J. J.
Classen, S. S. Schiffman, H. T. Nagle and R. Gutierrez-Osuna
Ammonia
and odour emissions from animal production facilities, International
Symposium, Voermans, J. A. M.; Monteny, G. J. (eds.),
Vinkeloord, The Netherlands. NVTL: Rosmalen, The Netherlands,
1997.
Autonomous Mobile Robot Self-Referencing with Sensor Windows
and Neural Networks
J. A. Janet, R. Gutierrez-Osuna, M. G. Kay
and R. C. Luo
Proceedings of the IEEE 21st International Conference
on Industrial Electronics, Control and Instrumentation, Orlando,
FL, pp. 1124-1129,
1995.
Global Self-localization for Autonomous Mobile Robots using
Region- and Feature-based Neural Networks
J. A. Janet, R. Gutierrez-Osuna,
T. A. Chase, M. White and R. C. Luo
Proceedings of the IEEE 21st
International Conference on Industrial Electronics, Control and
Instrumentation, Orlando, FL, pp. 1142-1147,
1995.
Global Self-localization for Autonomous Mobile Robots using
Self-organizing Kohonen Neural Networks
J. A. Janet, R. Gutierrez-Osuna,
T. A. Chase, M. White and R. C. Luo
Proceedings of the IEEE International
Conference on Intelligent Robots and Systems, Pittsburgh, PA,
pp. 504-509, 1995.
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