John Paul Q. Tomas

21 papers Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Assessing the Performance of DeepSORT in YOLOv7-Based Helmet Usage Detection and Brake Light Status Identification on Motorcyclists in Low Visibility Conditions. CIIS John Paul Q. Tomas, Jerson Gabriel D. Dizon, Hans Matthew N. Gan, Angel Emmanuel B. Cruz, Justin Jerald D. Co, Bonifacio T. Doma
2025	—	`conf`	Detection of Electric Bike (eBike) in Low Illumination Using YOLOv8 with EnlightenGAN and Attention Mechanism. CIIS John Paul Q. Tomas, Vince Daniel C. Del Rosario, Christian Benjamin B. So, Carlos Louis T. Sobrevilla
2024	—	`conf`	A Comparative Analysis of Quantized and Non-Quantized BERT Model Performance for the Low-Resource Tagalog Language through Binary Text Classification. CIIS John Paul Q. Tomas, Gabriel Richmond R. Ngo, Aramis Faye D. Reyes, Spencer Ivan S. Santiago
2024	—	`conf`	A Computer Vision Approach to Ambulance Classification in the Philippines using YOLOv5 Small. ICMLSC John Paul Q. Tomas, Steve Vincent Phillip C. Feria, Jose Rafael A. Franco, Hans C. Laguna
2024	—	`conf`	Early Fire Detection and Segmentation Using Frame Differencing and Deep Learning Algorithms with an Indoor Dataset. ICMLSC John Paul Q. Tomas, Jean Isaiah Dava, Tia Julienne Espejo, Hanna Katherine M. Medina, Bonifacio T. Doma
2024	—	`conf`	Enhanced Aquaculture Monitoring: Real-time Fish Detection Underwater with YOLOv7. MLMI John Paul Q. Tomas, Jimuel Cacayan, Jeremy Francisco, Paul Miguel Reonal, Angela Tamara
2024	—	`conf`	LLI Enhancement-Based Evaluation of E-Trike Detection on Roadways Using YOLOv7. MLMI John Paul Q. Tomas, Mary Christine Alinea Tomas, Clint Audrey Dela Cruz, Eonn Gyle Milo Domingo, Mia Enciso, Darla Ionica Zoleta, Bonifacio Tobias Doma Jr.
2024	—	`conf`	Leveraging Two-Stage Transfer Learning with YOLOv7 and CNN-Based LLI Enhancement for Trike Detection. CIIS John Paul Q. Tomas, Clint Audrey Dela Cruz, Eonn Gyle Milo Domingo, Mia B. Enciso, Bonifacio T. Doma
2024	—	`conf`	Optimizing Language Model-based Algorithms for Enhanced Content Moderation and Toxicity Classification Using Twitter Data. ICCMS John Paul Q. Tomas, Kyle Andrei C. Carlos, Jan Russell O. Ebora, David Ezekiel A. Garin
2024	—	`conf`	YOLOv7 Transfer Learning for Frontal-Viewed Face Mask Detection in Crowded Images. ICMAI John Paul Q. Tomas, Justin Jerald D. Co, Angel Emmanuel B. Cruz, Jerson Gabriel D. Dizon, Hans Matthew N. Gan
2024	—	`conf`	YOLOv8-Based Vehicle Type Detection: An In-Depth Exploration of Deep Learning Techniques for Robust Analysis of Dashcam Footage. ICMAI John Paul Q. Tomas, Arjay Aquino, Gener Ellis M. David, Raphaelo D. Del Ayre, Jan Kristoffer L. Alminiana
2023	—	`conf`	A License Plate Detection and Recognition Method For Oblique License Plates Using Deep Learning. ICDIP John Paul Q. Tomas, Ian Gabriel C. Alcantara, John Robert P. Briz, Alfonso Aurel M. Lapinoria
2023	—	`conf`	Detection of Water Hyacinth (Eichhornia crassipes) on the Water Surface of Pasig River, Philippines, through YOLOv7. CIIS John Paul Q. Tomas, John Christian S. Diamante, Mark Moises T. Cortez, Grace Ann I. Domingo
2023	—	`conf`	Enhancing CNN-based Face Mask Detection and Usage Classification using Capsule Networks. ICDIP John Paul Q. Tomas, Roginald Glenn Dela Cruz, Uriel A. Federez, Daniel C. Samonte
2023	—	`conf`	Multiple Garbage Detection using Mask R-CNN in TensorFlow for Household Waste Classification. CIIS John Paul Q. Tomas, Matthew Lawrence Guimong, Gian Andrei Leria, Ian Lemuel Morelos
2022	—	`conf`	Trash Detection for Computer Vision using Scaled-YOLOv4 on Water Surface. IEEA John Paul Q. Tomas, Marlon Nathan D. Celis, Timothy Kyle B. Chan, Jethro A. Flores
2021	—	`conf`	Developing an Adaptive AI Agent using Supervised and Reinforcement Learning with Monte Carlo Tree Search in FightingICE. CIIS John Paul Q. Tomas, Nathanael Jhonn R. Aguas, Angela N. De Villa, Jasmin Rose G. Lim
2021	—	`conf`	Vehicle Detection and Speed Estimation Implemented through Euclidean Algorithm. CIIS John Paul Q. Tomas, Jose Danielle T. Pantoja, Christian H. Lumugdang, Angelo Jesus O. De Rosas
2019	—	`conf`	Detection of Proper Form on Upper Limb Strength Training Using Extremely Randomized Trees for Joint Positions. ICCBD Aldrin John Torres, Clowie Silubrico, Daniel Torralba, John Paul Q. Tomas
2019	—	`conf`	Effectiveness of Haar-like Features and ViBe Algorithm for Detecting Jaywalkers. CIIS John Paul Q. Tomas, Shaina Nicole V. Jocsing, James Kirk L. Guanzon, Chielo Jane A. Matias
2019	—	`conf`	Utilizing Tandem Features for Text-Independent Speaker Recognition on Short Utterances. ICCBD Arvin Kenneth Alvarez, Mary Tricia Ann Pelipas, Carl Ivan Rayos del Sol, John Paul Q. Tomas