A sub-block-based eigenphases algorithm with optimum sub-block size. - Gibran Benitez-Garcia; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Mariko Nakano-Miyatake; Héctor M. Pérez Meana (Knowl. Based Syst., 2013)

Facial Expression Recognition Based on Facial Region Segmentation and Modal Value Approach. - Gibran Benitez-Garcia; Gabriel Sanchez-Perez; Héctor Pérez-Meana; Keita Takahashi 001; Masahide Kaneko (IEICE Trans. Inf. Syst., 2014)

Analysis of in- and out-group differences between Western and East-Asian facial expression recognition. - Gibran Benitez-Garcia; Tomoaki Nakamura; Masahide Kaneko (MVA, 2017)

Multicultural Facial Expression Recognition Based on Differences of Western-Caucasian and East-Asian Facial Expressions of Emotions. - Gibran Benitez-Garcia; Tomoaki Nakamura; Masahide Kaneko (IEICE Trans. Inf. Syst., 2018)

Analysis of hand-crafted and learned feature extraction methods for real-time facial expression recognition. - Jesus Olivares-Mercado; Karina Toscano-Medina; Gabriel Sanchez-Perez; José Portillo-Portillo; Héctor Pérez-Meana; Gibran Benitez-Garcia (IWBF, 2019)

Partial Image Texture Translation Using Weakly-Supervised Semantic Segmentation. - Gibran Benitez-Garcia; Wataru Shimoda; Shin Matsuo; Keiji Yanai (JSAI-isAI Workshops, 2019)

Similar Finger Gesture Recognition using Triplet-loss Networks. - Gibran Benitez-Garcia; Muhammad Haris 002; Yoshiyuki Tsuda; Norimichi Ukita (MVA, 2019)

A low complexity face recognition scheme based on down sampled local binary patterns. - Gibran Benitez-Garcia; Mariko Nakano-Miyatake; Jesus Olivares-Mercado; Héctor Pérez-Meana; Gabriel Sanchez-Perez (Int. Arab J. Inf. Technol., 2019)

IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture Recognition. - Gibran Benitez-Garcia; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Keiji Yanai (ICPR, 2020)

Fast and Accurate Real-Time Semantic Segmentation with Dilated Asymmetric Convolutions. - Leonel Rosas-Arias; Gibran Benitez-Garcia; José Portillo-Portillo; Gabriel Sánchez-Pérez; Keiji Yanai (ICPR, 2020)

Training of Multiple and Mixed Tasks with a Single Network Using Feature Modulation. - Mana Takeda; Gibran Benitez-Garcia; Keiji Yanai (ICPR Workshops (2), 2020)

Style Image Retrieval for Improving Material Translation Using Neural Style Transfer. - Gibran Benitez-Garcia; Wataru Shimoda; Keiji Yanai (MMArt&ACM@ICMR, 2020)

Iconify: Converting Photographs into Icons. - Takuro Karamatsu; Gibran Benitez-Garcia; Keiji Yanai; Seiichi Uchida (MMArt&ACM@ICMR, 2020)

Finger Gesture Spotting from Long Sequences Based on Multi-Stream Recurrent Neural Networks. - Gibran Benitez-Garcia; Muhammad Haris 002; Yoshiyuki Tsuda; Norimichi Ukita (Sensors, 2020)

Ketchup As You Like: Drawing Editor for Foods. - Shu Naritomi; Gibran Benitez-Garcia; Keiji Yanai (AIVR, 2021)

Masked Batch Normalization to Improve Tracking-Based Sign Language Recognition Using Graph Convolutional Networks. - Natsuki Takayama; Gibran Benitez-Garcia; Hiroki Takahashi (FG, 2021)

Ketchup GAN: A New Dataset for Realistic Synthesis of Letters on Food. - Gibran Benitez-Garcia; Keiji Yanai (MMArt&ACM@ICMR, 2021)

Similarity Learning for CNN-Based ASL Alphabet Recognition. - Atoany Nazareth Fierro-Radilla; Karina Ruby Perez-Daniel; Gibran Benitez-Garcia; Pedro Najera Garcia; Ramona Fuentes Valdez (SoMeT, 2021)

Efficient Face Recognition System for Operating in Unconstrained Environments. - Alejandra Sarahi Sanchez-Moreno; Jesus Olivares-Mercado; Aldo Hernandez-Suarez; Karina Toscano-Medina; Gabriel Sanchez-Perez; Gibran Benitez-Garcia (J. Imaging, 2021)

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; Luis Javier García-Villalba (Sensors, 2021)

White Blood Cell Detection and Classification in Blood Smear Images Using a One-Stage Object Detector and Similarity Learning. - Atoany Nazareth Fierro-Radilla; Monica Larre Bolaños Cacho; Karina Ruby Perez-Daniel; Armando Arredondo Valle; Carlos Alberto López Figueroa; Gibran Benitez-Garcia (MICAI (1), 2022)

TFM a Dataset for Detection and Recognition of Masked Faces in the Wild. - Gibran Benitez-Garcia; Hiroki Takahashi; Miguel Jimenez-Martinez; Jesus Olivares-Mercado (MMAsia, 2022)

Twitter Face Image Mining for Recognition of Different Face Mask Types. - Ulises Arroyo-Rojas; Miguel Jimenez-Martinez; Gibran Benitez-Garcia; Jesus Olivares-Mercado; Hiroki Takahashi (SoMeT, 2022)

Skeleton-based Online Sign Language Recognition using Monotonic Attention. - Natsuki Takayama; Gibran Benitez-Garcia; Hiroki Takahashi (VISIGRAPP (5: VISAPP), 2022)

Material Translation Based on Neural Style Transfer with Ideal Style Image Retrieval. - Gibran Benitez-Garcia; Hiroki Takahashi; Keiji Yanai (Sensors, 2022)

Continuous Finger Gesture Spotting and Recognition Based on Similarities Between Start and End Frames. - Gibran Benitez-Garcia; Muhammad Haris 002; Yoshiyuki Tsuda; Norimichi Ukita (IEEE Trans. Intell. Transp. Syst., 2022)

FASSD-Net: Fast and Accurate Real-Time Semantic Segmentation for Embedded Systems. - Leonel Rosas-Arias; Gibran Benitez-Garcia; José Portillo-Portillo; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Keiji Yanai (IEEE Trans. Intell. Transp. Syst., 2022)

ACENet: Attention-Driven Contextual Features-Enhanced Lightweight EfficientNet for 2D Hand Pose Estimation. - Sartaj Ahmed Salman; Ali Zakir; Gibran Benitez-Garcia; Hiroki Takahashi (IVCNZ, 2023)

AECA-PRNetCC: Adaptive Efficient Channel Attention-based PoseResNet for Coordinate Classification in 2D Human Pose. - Ali Zakir; Sartaj Ahmed Salman; Gibran Benitez-Garcia; Hiroki Takahashi (IVCNZ, 2023)

YOLOv5 with Mixed Backbone for Efficient Spatio-Temporal Hand Gesture Localization and Recognition. - Luis Acevedo-Bringas; Gibran Benitez-Garcia; Jesus Olivares-Mercado; Hiroki Takahashi (MVA, 2023)

Diabetic Retinopathy Grading based on a Sparse Network Fusion of Heterogeneous ConvNeXt Models with Category Attention. - Agustin Castillo-Munguia; Gibran Benitez-Garcia; Jesus Olivares-Mercado; Hiroki Takahashi (MVA, 2023)

Efficient 3Dconv Fusion of RGB and Optical Flow for Dynamic Hand Gesture Recognition and Localization. - Gibran Benitez-Garcia; Hiroki Takahashi (PSIVT, 2023)

Deep Learning Algorithm for the People Identification Using their ECG Signals as a Biometric Parameter. - Victor Rincon-Melchor; Mariko Nakano-Miyatake; Oswaldo Juarez-Sandoval; Jesus Olivares-Mercado; Jairo Moreno Saenz; Gibran Benitez-Garcia (TSP, 2023)

Analysis of Real-Time Face-Verification Methods for Surveillance Applications. - Filiberto Perez-Montes; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Gibran Benitez-Garcia; Lidia Prudente-Tixteco; Osvaldo López-García (J. Imaging, 2023)

Aprendizaje de similitud semántica para el reconocimiento del alfabeto de lengua de señas. - Atoany Nazareth Fierro-Radilla; Regina Alexia Blas Flores; Emiliano Vivas Rodriguez; Karina Ruby Perez-Daniel; Gibran Benitez-Garcia (Res. Comput. Sci., 2023)

ReinforSec: An Automatic Generator of Synthetic Malware Samples and Denial-of-Service Attacks through Reinforcement Learning. - Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Linda K. Toscano-Medina; Héctor M. Pérez Meana; Jesus Olivares-Mercado; José Portillo-Portillo; Gibran Benitez-Garcia; Ana Lucila Sandoval Orozco; Luis Javier García-Villalba (Sensors, 2023)

Automated Annotation Assistance for Pidgin Sign Japanese in Sign Language Recognition. - Gibran Benitez-Garcia; Nobuko Kato; Yuhki Shiraishi; Hiroki Takahashi (CW, 2024)

PFMNet: Face Mask Recognition with Deformable Convolution Networks and Category Attention. - Ulises Arroyo-Rojas; Gibran Benitez-Garcia; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Hiroki Takahashi (SoMeT, 2024)

Multimodal Hand Gesture Recognition Using Automatic Depth and Optical Flow Estimation from RGB Videos. - Gibran Benitez-Garcia; Hiroki Takahashi (SoMeT, 2024)

Optimal Feature Extractor for Video Anomaly Detection in Public Transportation Applications. - Jonathan Flores-Monroy; Gibran Benitez-Garcia; Mariko Nakano; Hiroki Takahashi (SoMeT, 2024)

Frame-Level Deepfake Detection on Explicit Content with ID-Unaware Binary Classification. - Miguel Jimenez-Martinez; Gibran Benitez-Garcia; Linda Karina Toscano-Medina; Jesus Olivares-Mercado (SoMeT, 2024)

Attention-Based Multi-Scale, Context-Aware Feature Integration into PoseResNet for Coordinate Classification in 2D HPE. - Ali Zakir; Sartaj Ahmed Salman; Gibran Benitez-Garcia; Hiroki Takahashi (SoMeT, 2024)

FingerSeg: Highly-Efficient Dual-Resolution Architecture for Precise Finger-Level Semantic Segmentation. - Gibran Benitez-Garcia; Hiroki Takahashi (VISIGRAPP (3): VISAPP, 2024)

EBA-PRNetCC: An Efficient Bridge Attention-Integration PoseResNet for Coordinate Classification in 2D Human Pose Estimation. - Ali Zakir; Sartaj Ahmed Salman; Gibran Benitez-Garcia; Hiroki Takahashi (VISIGRAPP (3): VISAPP, 2024)