Research Interests

Hand Gesture Recognition

Sign Language Recognition

Generative Adversarial Networks

Face and Facial Expression Recognition

Computer Vision

Languages

Spanish
Native

English
Fluent

Japanese
Conversational



Professional Service

Program committee member for:
   ACPR 2025
   ACIVS 2025
   ICMR 2022
   IJCAI-PRICAI 2020

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

Conference reviewer for:
   ICPR 2024
   ICME 2023
   ICPR 2022
   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

Project Researcher. @Takahashi Laboratory (UEC)
2023.04 - current
  PI: Prof. Hiroki Takahashi
Assistant Professor. @Takahashi Laboratory (UEC)
2022.10 - 2023.03
  PI: Prof. Hiroki Takahashi
Project Researcher. @Takahashi Laboratory (UEC)
2021.01 - 2022.09
  PI: Prof. Hiroki Takahashi
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