Research Interests

Hand Gesture Recognition

Neural Style Transfer

Generative Adversarial Networks

Face and Facial Expression Recognition

Computer Vision

Languages

Spanish
Native

English
Excellent

Japanese
Basic

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Professional Service

Program committee member for:
   IJCAI-PRICAI 2020

Journal reviewer for:
   IEEE TPAMI
   APIN (Springer)
   JAS (IEEE/CAA)
   CVIU (Elsevier)
   IEICE TRANS. INF. & SYST.

Conference reviewer for:
   ICPR 2024
   ICME 2023
   MMM 2021
   ICPR 2020
   IEEE-ISM 2019

Profile

I am a researcher fellow at Takahashi Laboratory from the Department of Informatics at The University of Electro-Communications (UEC) in Tokyo, Japan. I received my Ph.D. in Engineering from UEC, under the supervision of Prof. Masahide Kaneko. I also hold a MS and BE degree obtained from the Instituto Politécnico Nacional (National Polytechnic Institute of Mexico).

Curriculum Vitae


Selected Publications

"FASSD-Net: Fast and Accurate Real-Time Semantic Segmentation for Embedded Systems," L. Rosas-Arias, G. Benitez-Garcia, J. Portillo-Portillo, J. Olivares-Mercado, G. Sanchez-Perez, and K. Yanai. IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 9, pp. 14349-14360, 2022.

"Continuous Finger Gesture Spotting and Recognition based on Similarities between Start and End Frames," G. Benitez-Garcia, M. Haris, Y. Tsuda, and N. Ukita. IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 1, pp. 296-307, 2022.

"IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture Recognition," G. Benitez-Garcia, J. Olivares-Mercado, G. Sanchez-Perez, and K. Yanai. 25th International Conference on Pattern Recognition (ICPR 2020), Milan, Italy, 2021.

“Multicultural Facial Expression Recognition Based on Differences of Western-Caucasian and East-Asian Facial Expressions of Emotions,” G. Benitez-Garcia, T. Nakamura and M. Kaneko. IEICE TRANSACTIONS on Information and Systems, vol. 101, no. 5, pp. 1317-1324, 2018.

Complete List of Publications


Education

Ph.D. in Engineering. @The University of Electro-Communications
2014.10 - 2017.09
 Thesis: Analysis of Differences Between Western-Caucasian and East-Asian Basic Expressive Faces for Automatic Facial Expression Recognition.
M.S. in Microelectronic Engineering. @Instituto Politécnico Nacional
2011.08 - 2013.12
 Thesis: Face and Facial Expression Recognition Based on Eigenphases Algorithm with Optimum Sub-block Size. (in spanish)
B.E. in Computer Engineering. @Instituto Politécnico Nacional
2007.08 - 2011.07
 Thesis: Face Recognition Based on Image Histograms.

Professional Experience

Researcher. @Takahashi Laboratory (UEC)
2021.01 - current
  PI: Prof. Hiroki Takahashi
Project Researcher. @Omron Sinic X (OSX)
2020.04 - 2020.12
  PI: Dr. Yoshitaka Ushiku
Postdoctoral Research Fellow. @Yanai's Laboratory (UEC)
2019.10 - 2020.12
  PI: Prof. Keiji Yanai
Postdoctoral Research Fellow. @Intelligent Information Media Lab (TTIJ)
2017.10 - 2019.10
  PI: Prof. Norimichi Ukita
Temporal Research Scientist. @Graduate School and Research Section (IPN)
2014.01 - 2014.09
  Supervisor: Prof. Hector Perez-Meana