"Comparison of Real-time CNN-based Methods for Finger-level Hand Segmentation," Gibran Benitez-Garcia, et al.
IWAIT 2022,
Hong Kong, China, Jan 4-6, 2022. Manuscript
"FASSD-Net: Fast and Accurate Real-Time Semantic Segmentation for Embedded Systems,"
L Rosas-Arias, Gibran Benitez-Garcia, et al.
IEEE Trans. Intell. Transp. Syst.,
(early access), 2021. Manuscript
"Masked Batch Normalization to Improve Tracking-Based Sign Language Recognition Using Graph Convolutional Networks,"
N Takayama, Gibran Benitez-Garcia, et al.
FG 2021,
Jodhpur, India, Dec 15-18, 2021. Manuscript
Invited Talks
"Introducción a los Deepfakes y las Redes Generativas Antagónicas," Gibran Benitez-Garcia
11ª Semana BEIFI y Proyectos de Investigación, SEPI, ESIME Culhuacan, IPN
Virtual: Mexico City, Mexico, June 21-22, 2021. Presentation (In Spanish)
"GAN la Tecnología detrás de los Deepfakes," Gibran Benitez-Garcia
5to. Simposio Expertos en TI “Conectados por la Tecnología”, ITSOEH
Virtual: Hidalgo, Mexico, Mar 26, 2021. Presentation (In Spanish)
"Improving Material Translation Based on Style Image Retrieval for Neural Style Transfer," Gibran Benitez-Garcia, and Keiji Yanai
The International Display Workshops (IDW),
Virtual: Tokyo, Japan, Dec 10-15, 2020. Manuscript
"FASSD-Net: Fast and Accurate Real-Time Semantic Segmentation for Embedded Systems,"
Leonel Rosas-Arias*, Gibran Benitez-Garcia*,
Jose Portillo-Portillo, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, and Keiji Yanai. (*both are co-first authors.)
IEEE Transactions on Intelligent Transportation Systems, (early access), pp. 1-12, 2021. JCR Impact Factor = 6.492. Manuscript DOI: 10.1109/TITS.2021.3127553
"Sign Language Recognition Based on Spatial-Temporal Graph Convolution-Transformer,"
Natsuki Takayama, Gibran Benitez-Garcia, and
Hiroki Takahashi.
Journal of the JSPE, vol. 87, no. 12, pp. 1028-1035, 2021. JCR Impact Factor = 0.12. Manuscript DOI: 10.2493/jjspe.87.1028
"Efficient Face Recognition System for Operating in Unconstrained Environments,"
AS Sanchez-Moreno, Jesus Olivares-Mercado, Aldo Hernandez-Suarez, Karina Toscano-Medina,
Gabriel Sanchez-Perez, and Gibran Benitez-Garcia.
Journal of Imaging, vol. 7, no. 9, p. 161, 2021. Scopus Citescore = 4.8. Manuscript DOI: 10.3390/jimaging7090161
"FASSD-Net Model for Person Semantic Segmentation,"
LB Garcia-Ortiz, Jose Portillo-Portillo, Aldo Hernandez-Suarez, Jesus Olivares-Mercado,
Gabriel Sanchez-Perez, Karina Toscano-Medina, Hector Perez-Meana, and Gibran Benitez-Garcia.
Electronics, vol. 10, no. 12, p. 1393, 2021. JCR Impact Factor = 2.397. Manuscript DOI: 10.3390/electronics10121393
"Improving Real-Time Hand Gesture Recognition with Semantic Segmentation," Gibran Benitez-Garcia,
Lidia Prudente-Tixteco, Luis Carlos Castro-Madrid, Rocio Toscano-Medina, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, and Luis Javier Garcia Villalba.
Sensors, vol. 21, no. 2, p. 356, 2021. JCR Impact Factor = 3.031. Manuscript DOI: 10.3390/s21020356
"Continuous Finger Gesture Spotting and Recognition based on Similarities Between Start and End Frames," Gibran Benitez-Garcia,
Muhammad Haris, Yoshiyuki Tsuda, and Norimichi Ukita.
IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 1, pp. 296-307, 2022. JCR Impact Factor = 6.319. Manuscript DOI: 10.1109/TITS.2020.3010306
"Finger Gesture Spotting from Long Sequences Based on Multi-Stream Recurrent Neural Networks," Gibran Benitez-Garcia,
Muhammad Haris, Yoshiyuki Tsuda, and Norimichi Ukita.
Sensors, vol. 20, no. 2, p. 528, 2020. JCR Impact Factor = 3.031. Manuscript DOI: 10.3390/s20020528
"A Low Complexity Face Recognition Scheme Based on Down Sampled
Local Binary Patterns," Gibran Benitez-Garcia,
Mariko Nakano-Miyatake, Jesus Olivares-Mercado, Hector Perez-Meana,
Gabriel Sanchez-Perez, and Karina Toscano-Medina.
International Arab Journal of Information Technology, vol. 16, no. 3, pp.
338-347, 2019. JCR Impact Factor = 0.466. Online Version
"Multicultural Facial Expression Recognition Based on Differences of
Western-Caucasian and East-Asian Facial Expressions of Emotions," Gibran Benitez-Garcia, Tomoaki Nakamura, and Masahide Kaneko.
IEICE TRANSACTIONS on Information and Systems, vol. 101, no. 5, pp. 1317-1324,
2018. JCR Impact Factor = 0.576. Manuscript DOI: 10.1587/transinf.2017MVP0025
"Facial Expression Recognition Based on Facial Region Segmentation and Modal Value Approach," Gibran Benitez-Garcia, Gabriel Sanchez-Perez, Hector Perez-Meana, Keita Takahashi, and Masahide Kaneko.
IEICE TRANSACTIONS on Information and Systems, vol. 97, no. 4, pp. 928-935, 2014. JCR Impact Factor = 0.576. Manuscript DOI: 10.1587/transinf.E97.D.928
"A Sub-block-based Eigenphases Algorithm with Optimum Sub-block Size," Gibran Benitez-Garcia, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Mariko Nakano-Miyatake, and Hector Perez-Meana.
Knowledge-Based Systems, vol. 37, pp. 415-426, 2013. JCR Impact Factor = 4.396. Manuscript DOI: 10.1016/j.knosys.2012.08.023
"Halftoning: Review and Analysis," (In Spanish)
Fernando Pelcastre, Leticia Peregrina, Marcela García, Alejandro
Ochoa, Ulises Juárez, Elizabeth Ríos, Gibran Benítez,
and Mariko Nakano.
Revista Ingenierías Universidad de Medellín, vol. 11, no. 21, pp. 161-174, 2012. Manuscript ISSN: 1692-3324
[bibtex] Peer-reviewed International Conferences & Workshops:
"Comparison of Real-time CNN-based Methods for Finger-level Hand Segmentation," (Best Paper Award) Gibran Benitez-Garcia, Natsuki Takayama, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, and Hiroki Takahashi.
2022 International Workshop on Advanced Imaging Technology, (IWAIT 2022),
Hong Kong, China, Jan 4-6, 2022. DOI: 10.1117/12.2590813Manuscript
"Masked Batch Normalization to Improve Tracking-Based Sign Language Recognition Using Graph Convolutional Networks,"
Natsuki Takayama, Gibran Benitez-Garcia, and Hiroki Takahashi.
16th International Conference on Automatic Face and Gesture Recognition, (FG 2021),
Jodhpur, India, Dec 15-18, 2021. DOI: 10.1109/FG52635.2021.9667007Manuscript
"Ketchup As You Like: Drawing Editor for Foods,"
Shu Naritomi, Gibran Benitez-Garcia, and Keiji Yanai.
The 21st IEEE International Conference on Artificial Intelligence and Virtual Reality, (AIVR '21),
Taichung, Taiwan, Nov 15-17 2021. DOI: 10.1109/AIVR52153.2021.00047Manuscript
"Similarity Learning for CNN-Based ASL Alphabet Recognition," (Best Technical Paper Award)
Atoany Fierro-Radilla, Karina Ruby Perez Daniel, Gibran Benitez-Garcia, and Ramona Fuentes Valdez.
The 20th International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques, (SoMeT 2021),
Cancun, Mexico, Sept 21-23, 2021. DOI: 10.3233/FAIA210060Manuscript
"Ketchup GAN: A New Dataset for Realistic Synthesis of Letters on Food," Gibran Benitez-Garcia, and Keiji Yanai.
2021 Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia, (MMArt-ACM '21),
Taipei, Taiwan, August, 2021. DOI: 10.1145/3463946.3469241Manuscript
"IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture Recognition," Gibran Benitez-Garcia, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, and Keiji Yanai.
25th International Conference on Pattern Recognition, (ICPR 2020),
Milan, Italy, Jan 10-15, 2021. DOI: 10.1109/ICPR48806.2021.9412317Manuscript
"Fast and Accurate Real-Time Semantic Segmentation with Dilated Asymmetric Convolutions,"
Leonel Rosas-Arias, Gibran Benitez-Garcia, Jose Portillo-Portillo, Gabriel Sanchez-Perez, and Keiji Yanai.
25th International Conference on Pattern Recognition, (ICPR 2020),
Milan, Italy, Jan 10-15, 2021. DOI: 10.1109/ICPR48806.2021.9413176Manuscript
"Training of Multiple and Mixed Tasks with a Single Network Using Feature Modulation,"
Mana Takeda, Gibran Benitez-Garcia, and Keiji Yanai.
ICPR International Workshops and Challenges: Virtual Event, (ICPRW 2020),
Milan, Italy, Jan 10-15, 2021. DOI: 10.1007/978-3-030-68790-8_55Manuscript
"Style Image Retrieval for Improving Material Translation Using Neural Style Transfer," Gibran Benitez-Garcia, Wataru Shimoda, and Keiji Yanai.
2020 Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia, (MMArt-ACM '20),
Dublin, Ireland, June 8, 2020. DOI: 10.1145/3379173.3393707Manuscript
"Iconify: Converting Photographs into Icons,"
Takuro Karamatsu, Gibran Benitez-Garcia, Keiji Yanai, and Seiichi Uchida.
2020 Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia, (MMArt-ACM '20),
Dublin, Ireland, June 8, 2020. DOI: 10.1145/3379173.3393708Manuscript
"Similar Finger Gesture Recognition using Triplet-loss Networks," (Oral Presentation) Gibran Benitez-Garcia, Muhammad Haris, Yoshiyuki Tsuda, and Norimichi Ukita.
16th IAPR International Conference on Machine Vision Applications (MVA2019),
Tokyo, Japan, May 27-31, 2019. (oral acceptance rate = 18.5%) DOI: 10.23919/MVA.2019.8757973Manuscript
"Analysis of Hand-crafted and Learned Feature Extraction Methods for Real-time Facial Expression Recognition," (Oral Presentation)
Jesus Olivares-Mercado, Karina Toscano-Medina, Gabriel Sanchez-Perez, Jose Portillo-Portillo, Gibran Benitez-Garcia, and Hector Perez-Meana.
7th IAPR/IEEE International Workshop on Biometrics and Forensics (IWBF2019),
Cancun, Mexico, May 2-3, 2019. DOI: 10.1109/IWBF.2019.8739178Manuscript
"Analysis of In- and Out-group Differences between Western and
East-Asian Facial Expression Recognition," (Oral Presentation) Gibran Benitez-Garcia, Tomoaki Nakamura, and Masahide Kaneko.
15th IAPR International Conference on Machine Vision Applications (MVA2017),
pp. 372-375, Nagoya, Japan, May 8-12, 2017. (oral acceptance rate = 18.6%) DOI: 10.23919/MVA.2017.7986886Manuscript
"Face Identification Based on Contrast Limited Adaptive Histogram Equalization (CLAHE)" (Oral Presentation) Gibran Benitez-Garcia, Jesus Olivares-Mercado, Gualberto Aguilar-Torres, Gabriel Sanchez-Perez, and Hector Perez-Meana.
International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV’11),
pp. 363-369. Nevada, USA, July 18-21, 2011. Online Version
Domestic Conferences & Workshops:
"Analysis of Basic Facial Expressions from a Cross-cultural Database using Hybrid Features and Unsupervised Learning," (Oral Presentation)
David Allan Jones, Gibran Benitez-Garcia, and Masahide Kaneko.
Proceedings of the UEC International Mini-Conference for Exchange Students
on Informatics & Engineering and Information Systems No.38,
pp. 26-30. Tokyo, Japan, August 7-8, 2017
"Analysis of Basic Facial Expressions from a Cross-cultural Database using Hybrid Features and Unsupervised Learning," (Poster Presentation)
David Allan Jones, Gibran Benitez-Garcia, and Masahide Kaneko.
Proceedings of the UEC International Mini-Conference for Exchange Students
on Informatics & Engineering and Information Systems No.37,
pp. 80-81. Tokyo, Japan, March 6-7, 2017.
"Appearance- and Geometric-based Methodical Feature Analysis of Facial
Parts using PCA for Facial Expression Recognition," (Poster Presentation) Gibran Benitez-Garcia, Tomoaki Nakamura, and Masahide Kaneko.
Vision Engineering Workshop 2016 (ViEW2016),
pp. 122-127, Tokyo, Japan, Dec. 8-9, 2016.
"Analysis of the Effect of Static Structure of Faces for Facial Expression Recognition,"
(Poster Presentation) Gibran Benitez-Garcia, Tomoaki Nakamura, and Masahide Kaneko.
21st JFACE Annual Conference (Forum Kaogaku 2016),
p. 81, Tokyo, Japan, Nov. 19-20, 2016.
"Analysis of Differences between Western and East-Asian Faces Based on
Facial Region Segmentation and PCA for Facial Expression Recognition,"
(Oral Presentation) Gibran Benitez-Garcia, Tomoaki Nakamura, and Masahide Kaneko.
The Irago Conference 2016,
pp. 020025.1-020025.10, Tokyo, Japan, Nov. 1-2, 2016.
"Geometric-based Feature Analysis of Differences between Western and
East-Asian Expressive Faces Based on Principal Component Scores,"
(Poster Presentation) Gibran Benitez-Garcia, Tomoaki Nakamura, and Masahide Kaneko.
Human Interface Symposium 2016 (HIS2016),
pp. 943-946, Tokyo, Japan, Sep. 6-9, 2016.
"Java Application for Facial Expression Recognition,"
(Oral Presentation)
Héctor Romero Valdés, Edher Herrera Guadarrama,
Gibran Benítez García, and Gabriel Sánchez Pérez.
11o Congreso Estudiantil de Proyectos y Prototipos de Ingeniería en
Computación (CEPPIC 2011),
Mexico City, Mexico, May 21-22, 2014.
(In Spanish)
"Facial Expression Recognition under Partial Occlusion Based on Modal Value Approach,"
(Oral Presentation) Gibran Benitez-Garcia, Gabriel Sanchez-Perez, Hector Perez-Meana, Keita Takahashi, and Masahide Kaneko.
Proceedings of the UEC International Mini-Conference for Exchange Students
on Informatics & Engineering and Information Systems No.29,
pp. 55-62. Tokyo, Japan, March 5-6, 2013.
"Facial Expression Recognition Under Partial Occlusion Based on
Facial Region Segmentation," (Oral Presentation) Gibran Benitez-Garcia, Gabriel Sanchez-Perez, Hector Perez-Meana, Keita Takahashi, and Masahide Kaneko.
映像情報メディア学会技術報告,
vol. 37, pp. 95-98.
Yokohama, Japan, Feb. 15-16, 2013.
"Comparison of Facial Expression Recognition Rates Depending on Combination of Different Facial Regions," (Oral Presentation) Gibran Benitez-Garcia, Gabriel Sanchez-Perez, Hector Perez-Meana, Keita Takahashi, and Masahide Kaneko.
2012年映像情報メディア学会冬季大会,
p. 12-7, Tokyo, Japan, Dec. 18-19, 2012.
"Facial Expression Recognition under Partial Occlusion using Sub-Block Eigenphases,"
(Poster Presentation) Gibran Benitez-Garcia, and Masahide Kaneko.
UEC International Mini-Conference for Exchange Students on
Electro-Communications and Information Science No.28,
pp. 90-91. Tokyo,
Japan, Aug. 9-10, 2012.
"Face Recognition Based on Eigenphases and Contrast Limited Adaptive Histogram Equalization,"
(Oral Presentation) Gibran Benítez García, Jesús Olivares Mercado, and Héctor Pérez Meana.
8o Congreso Estudiantil de Proyectos y Prototipos de Ingeniería en
Computación (CEPPIC 2011),
Mexico City, Mexico, June, 2011.
(In Spanish)
"Face Identification Based on Histogram Equalization," (Oral Presentation) Gibran Benítez García, Jesús Olivares Mercado, Gualberto Aguilar Torres, Gabriel Sánchez Pérez, and Héctor Pérez Meana.
21ª Reunión de Otoño, de Comunicaciones, Computación
Electrónica y Exposición Industrial (ROC&C 2010), IEEE
Sección México,
Guerrero, Mexico, December, 2010.
(In Spanish)