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ORCIDClaudio A. Perez
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- affiliation: University of Chile Department of Electrial Engineering, Santiago, Chile
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2020 – today
- 2024
[j26]Jhon I. Pilataxi
, Jorge E. Zambrano, Claudio A. Perez, Kevin W. Bowyer:
Improved Search in Neuroevolution Using a Neural Architecture Classifier With the CNN Architecture Encoding as Feature Vector. IEEE Access 12: 11987-12000 (2024)- [j25]Jorge E. Zambrano, Jhon I. Pilataxi, Claudio A. Perez, Kevin W. Bowyer:
Iris Recognition Using an Enhanced Pre-Trained Backbone Based on Anti-Aliased CNNs. IEEE Access 12: 94570-94583 (2024) - 2023
- [j24]Juan Pablo Pérez, Claudio A. Perez:
Face Patches Designed Through Neuroevolution for Face Recognition With Large Pose Variation. IEEE Access 11: 72861-72873 (2023) - [j23]Daniel Schulz, Claudio A. Perez:
Two-Stage Pedestrian Detection Model Using a New Classification Head for Domain Generalization. Sensors 23(23): 9380 (2023) - [c28]Jayanta Datta, Martin Adams, Claudio A. Perez:
Dense-U-Net assisted Localization of Speech Sources in Motion under Reverberant conditions. ICCAIS 2023: 440-447 - 2022
- [j22]Jorge E. Zambrano, Daniel P. Benalcazar, Claudio A. Perez, Kevin W. Bowyer:
Iris Recognition Using Low-Level CNN Layers Without Training and Single Matching. IEEE Access 10: 41276-41286 (2022) - 2021
- [j21]Daniel R. Vilar, Claudio A. Perez:
Extracting Structured Supervision From Captions for Weakly Supervised Semantic Segmentation. IEEE Access 9: 65702-65720 (2021) - [j20]Daniel A. Montecino, Claudio A. Perez, Kevin W. Bowyer:
Two-Level Genetic Algorithm for Evolving Convolutional Neural Networks for Pattern Recognition. IEEE Access 9: 126856-126872 (2021) - 2020
- [j19]Daniel P. Benalcazar, Jorge E. Zambrano, Diego Bastias, Claudio A. Perez, Kevin W. Bowyer:
A 3D Iris Scanner From a Single Image Using Convolutional Neural Networks. IEEE Access 8: 98584-98599 (2020) - [j18]Leonardo A. Cament, Javier Correa, Martin Adams, Claudio A. Pérez:
The histogram Poisson, labeled multi-Bernoulli multi-target tracking filter. Signal Process. 176: 107714 (2020) - [c27]Daniel P. Benalcazar, Daniel A. Montecino, Jorge E. Zambrano, Claudio A. Perez, Kevin W. Bowyer:
3D Iris Recognition using Spin Images. IJCB 2020: 1-8
2010 – 2019
- 2019
- [j17]Juan E. Tapia, Claudio A. Perez:
Gender Classification From NIR Images by Using Quadrature Encoding Filters of the Most Relevant Features. IEEE Access 7: 29114-29127 (2019) - [j16]Daniel P. Benalcazar, Diego Bastias, Claudio A. Perez, Kevin W. Bowyer:
A 3D Iris Scanner From Multiple 2D Visible Light Images. IEEE Access 7: 61461-61472 (2019) - [j15]Juan E. Tapia, Claudio A. Perez:
Clusters of Features Using Complementary Information Applied to Gender Classification From Face Images. IEEE Access 7: 79374-79387 (2019) - [c26]Daniel P. Benalcazar, Claudio A. Perez, Diego Bastias, Kevin W. Bowyer:
Iris Recognition: Comparing Visible-Light Lateral and Frontal Illumination to NIR Frontal Illumination. WACV 2019: 867-876 - 2018
- [c25]Claudio A. Perez, Pablo A. Estévez, Francisco J. Galdames, Daniel A. Schulz, Juan P. Perez, Diego Bastias, Daniel R. Vilar:
Trademark Image Retrieval Using a Combination of Deep Convolutional Neural Networks. IJCNN 2018: 1-7 - 2017
- [c24]Diego Bastias, Claudio A. Perez, Daniel P. Benalcazar, Kevin W. Bowyer:
A method for 3D iris reconstruction from multiple 2D near-infrared images. IJCB 2017: 503-509 - [c23]Leonardo A. Cament, Martin Adams, Javier Correa, Claudio A. Pérez:
The δ-generalized multi-Bernoulli poisson filter in a multi-sensor application. ICCAIS 2017: 32-37 - 2016
- [j14]Juan E. Tapia, Claudio A. Perez, Kevin W. Bowyer:
Gender Classification From the Same Iris Code Used for Recognition. IEEE Trans. Inf. Forensics Secur. 11(8): 1760-1770 (2016) - [c22]Sebastian Ulloa, Pablo A. Estévez, Pablo Huijse, Claudio M. Held, Claudio A. Perez, Rodrigo Chamorro, Marcelo Garrido, Cecilia Algarin, Patricio Peirano:
Sleep-spindle identification on EEG signals from polysomnographie recordings using correntropy. EMBC 2016: 3736-3739 - 2015
- [j13]Leonardo A. Cament, Francisco J. Galdames, Kevin W. Bowyer, Claudio A. Perez:
Face recognition under pose variation with local Gabor features enhanced by Active Shape and Statistical Models. Pattern Recognit. 48(11): 3371-3384 (2015) - [c21]Leonardo A. Cament, Francisco J. Galdames, Kevin W. Bowyer, Claudio A. Perez:
Face recognition under pose variation with active shape model to adjust Gabor filter kernels and to correct feature extraction location. FG 2015: 1-6 - [c20]Javier Correa, Martin Adams, Claudio A. Pérez:
A Dirac Delta mixture-based Random Finite Set filter. ICCAIS 2015: 231-238 - 2014
- [j12]Leonardo A. Cament, Luis E. Castillo, Juan P. Perez, Francisco J. Galdames, Claudio A. Perez:
Fusion of local normalization and Gabor entropy weighted features for face identification. Pattern Recognit. 47(2): 568-577 (2014) - [c19]Juan E. Tapia, Claudio A. Perez, Kevin W. Bowyer:
Gender Classification from Iris Images Using Fusion of Uniform Local Binary Patterns. ECCV Workshops (2) 2014: 751-763 - [c18]Cristian Morales, Claudio M. Held, Pablo A. Estévez, Claudio A. Perez, Sussanne Reyes, Patricio Peirano, Cecilia Algarin:
Single trial P300 detection in children using expert knowledge and SOM. EMBC 2014: 3801-3804 - [c17]Gabriel Orellana, Claudio M. Held, Pablo A. Estévez, Claudio A. Perez, Sussanne Reyes, Cecilia Algarin, Patricio Peirano:
A balanced sleep/wakefulness classification method based on actigraphic data in adolescents. EMBC 2014: 4188-4191 - 2013
- [j11]Juan E. Tapia, Claudio A. Perez:
Gender Classification Based on Fusion of Different Spatial Scale Features Selected by Mutual Information From Histogram of LBP, Intensity, and Shape. IEEE Trans. Inf. Forensics Secur. 8(3): 488-499 (2013) - [c16]Juan E. Tapia, Claudio A. Perez:
Gender Classification Using One Half Face and Feature Selection Based on Mutual Information. SMC 2013: 3282-3287 - [c15]Claudio A. Perez, Carlos F. Navarro, Daniel A. Schulz, Jacob A. Saravia, Carlos M. Aravena:
Pattern Detection Using a New Haralick Quaternion Color Extraction Model and Support Vector Machine Classifier. SMC 2013: 3300-3304 - [c14]Claudio A. Perez, Daniel A. Schulz, Carlos M. Aravena, Claudio I. Perez, T. Juan Verdaguer:
A New Method for Online Retinal Optic-Disc Detection Based on Cascade Classifiers. SMC 2013: 4300-4304 - 2012
- [c13]Claudio M. Held, Javier Causa, Leonardo Causa, Pablo A. Estévez, Claudio A. Perez, Marcelo Garrido, Rodrigo Chamorro, Cecilia Algarin, Patricio Peirano:
Automated detection of Rapid Eye Movements in children. EMBC 2012: 2267-2270 - 2011
- [j10]Francisco J. Galdames, Claudio A. Perez, Pablo A. Estévez, Claudio M. Held, Fabrice Jaillet, Gabriel Lobo, Gilda Donoso, Claudia Coll:
Registration of renal SPECT and 2.5D US images. Comput. Medical Imaging Graph. 35(4): 302-314 (2011) - [j9]Claudio A. Perez, Leonardo A. Cament, Luis E. Castillo:
Methodological improvement on local Gabor face recognition based on feature selection and enhanced Borda count. Pattern Recognit. 44(4): 951-963 (2011) - [c12]Claudio A. Perez, Leonardo A. Cament, Luis E. Castillo:
Local matching Gabor entropy weighted face recognition. FG 2011: 179-184 - 2010
- [j8]Claudio A. Perez, Carlos M. Aravena, Juan I. Vallejos, Pablo A. Estévez, Claudio M. Held:
Face and iris localization using templates designed by particle swarm optimization. Pattern Recognit. Lett. 31(9): 857-868 (2010) - [j7]Leonardo Causa, Claudio M. Held, Javier Causa, Pablo A. Estévez, Claudio A. Perez, Rodrigo Chamorro, Marcelo Garrido, Cecilia Algarin, Patricio Peirano:
Automated Sleep-Spindle Detection in Healthy Children Polysomnograms. IEEE Trans. Biomed. Eng. 57(9): 2135-2146 (2010)
2000 – 2009
- 2009
- [j6]Pablo A. Estévez, M. Tesmer, Claudio A. Perez, Jacek M. Zurada:
Normalized Mutual Information Feature Selection. IEEE Trans. Neural Networks 20(2): 189-201 (2009) - 2007
- [j5]Claudio A. Perez, Vanel A. Lazcano, Pablo A. Estévez:
Real-Time Iris Detection on Coronal-Axis-Rotated Faces. IEEE Trans. Syst. Man Cybern. Part C 37(5): 971-978 (2007) - [c11]Claudio A. Perez, Carlos M. Aravena:
Log-Linear Elliptic Transform for Frontal-Face Parameter Estimation. SMC 2007: 1130-1134 - 2006
- [j4]Pablo A. Estévez, Claudio M. Held, Claudio A. Perez:
Subscription fraud prevention in telecommunications using fuzzy rules and neural networks. Expert Syst. Appl. 31(2): 337-344 (2006) - [j3]Claudio M. Held, Jaime E. Heiss, Pablo A. Estévez, Claudio A. Perez, Marcelo Garrido, Cecilia Algarin, Patricio Peirano:
Extracting Fuzzy Rules From Polysomnographic Recordings for Infant Sleep Classification. IEEE Trans. Biomed. Eng. 53(10): 1954-1962 (2006) - [c10]Pablo A. Estévez, Andrés M. Chong, Claudio M. Held, Claudio A. Perez:
Nonlinear Projection Using Geodesic Distances and the Neural Gas Network. ICANN (1) 2006: 464-473 - [c9]Claudio A. Perez, Juan I. Vallejos:
Face Detection using PSO Template Selection. SMC 2006: 4220-4224 - 2005
- [j2]Claudio A. Perez, Guillermo D. Gonzalez, Leonel E. Medina, Francisco J. Galdames:
Linear versus nonlinear neural modeling for 2-D pattern recognition. IEEE Trans. Syst. Man Cybern. Part A 35(6): 955-964 (2005) - 2004
- [c8]Claudio A. Perez, Vanel A. Lazcano, Pablo A. Estévez, Claudio M. Held:
Real-time iris detection on faces with coronal axis rotation. SMC (7) 2004: 6389-6394 - 2003
- [j1]Claudio A. Perez, C. A. Salinas, Pablo A. Estévez, P. M. Valenzuela:
Genetic design of biologically inspired receptive fields for neural pattern recognition. IEEE Trans. Syst. Man Cybern. Part B 33(2): 258-270 (2003) - 2001
- [c7]Claudio A. Perez, C. A. Salinas, Pablo A. Estévez:
Designing biologically inspired receptive fields for neural pattern recognition technology. SMC 2001: 58-63 - [c6]Claudio A. Perez, Alvaro Palma, Carlos A. Holzmann, Christian Pena:
Face and eye tracking algorithm based on digital image processing. SMC 2001: 1178-1183 - [c5]Claudio A. Perez, Guillermo D. Gonzalez, Cristian Salinas:
Genetic selection of non-linear product terms in the inputs to a linear classifier for handwritten digit recognition. SMC 2001: 2337-2342 - 2000
- [c4]Pablo A. Estévez, Marcelo E. Fernández, Claudio M. Held, Carlos A. Holzmann, Claudio A. Pérez, Juan Pablo Pérez:
Classification of sleep-waking states using modular neural networks. SMC 2000: 2580-2585 - [c3]Claudio A. Perez, Claudio M. Held, Pablo R. Mollinger:
Improved handwritten digit recognition system based on fuzzy rules and prototypes created by Euclidean distance. SMC 2000: 2715-2720 - [c2]Claudio A. Perez, Guillermo D. Gonzalez, Cristian Salinas:
Neural versus difference equation modeling for 2D pattern recognition problems. SMC 2000: 2851-2856
1990 – 1999
- 1998
- [c1]Claudio A. Perez, Patricio A. Galdames, Carlos A. Holzmann:
Improvements on handwritten digit recognition by cooperation of modular neural networks. SMC 1998: 4172-4177
Coauthor Index
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last updated on 2024-08-03 20:17 CEST by the dblp team
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