John Paul Q. Tomas

According to our database, John Paul Q. Tomas authored at least 27 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

LLI Enhancement-Based Evaluation of E-Trike Detection on Roadways Using YOLOv7.

John Paul Q. Tomas, Mary Christine Tomas, Clint Audrey Dela Cruz, Eonn Gyle Milo Domingo, Mia Enciso, Darla Ionica Zoleta, Bonifacio Tobias Doma Jr.

Proceedings of the 2024 7th International Conference on Machine Learning and Machine Intelligence (MLMI), 2024

Enhanced Aquaculture Monitoring: Real-time Fish Detection Underwater with YOLOv7.

John Paul Q. Tomas, Jimuel Cacayan, Jeremy Francisco, Paul Miguel Reonal, Angela Tamara

Proceedings of the 2024 7th International Conference on Machine Learning and Machine Intelligence (MLMI), 2024

Traffic Light Image Recognition for Detecting Violations Using Yolov5 Object Detection and Faster R-CNN.

John Paul Quilingking Tomas, Mary Angeline Arcaya, Mark Francis Perez, Mark Benedict Quinto

Proceedings of the 2024 7th International Conference on Machine Learning and Machine Intelligence (MLMI), 2024

A Computer Vision Approach to Ambulance Classification in the Philippines using YOLOv5 Small.

John Paul Q. Tomas, Steve Vincent Phillip C. Feria, Jose Rafael A. Franco, Hans C. Laguna

Proceedings of the 8th International Conference on Machine Learning and Soft Computing, 2024

Early Fire Detection and Segmentation Using Frame Differencing and Deep Learning Algorithms with an Indoor Dataset.

John Paul Q. Tomas, Jean Isaiah Dava, Tia Julienne Espejo, Hanna Katherine M. Medina, Bonifacio T. Doma

Proceedings of the 8th International Conference on Machine Learning and Soft Computing, 2024

YOLOv7 Transfer Learning for Frontal-Viewed Face Mask Detection in Crowded Images.

John Paul Q. Tomas, Justin Jerald D. Co, Angel Emmanuel B. Cruz, Jerson Gabriel D. Dizon, Hans Matthew N. Gan

Proceedings of the 2024 9th International Conference on Mathematics and Artificial Intelligence, 2024

YOLOv8-Based Vehicle Type Detection: An In-Depth Exploration of Deep Learning Techniques for Robust Analysis of Dashcam Footage.

John Paul Q. Tomas, Arjay Aquino, Gener Ellis M. David, Raphaelo D. Del Ayre, Jan Kristoffer L. Alminiana

Proceedings of the 2024 9th International Conference on Mathematics and Artificial Intelligence, 2024

Enhancing Pedestrian Safety with Advanced Video Detection: Harnessing YOLOv7 to Identify Smartphone Usage Among Walkers.

John Paul Quilingking Tomas, Daryl josh B. Juacalla, Jared O. Poblete, Mark Christian T. Sayson, John Armand V. Yabut

Proceedings of the 2024 10th International Conference on Computing and Artificial Intelligence, 2024

Data-Driven Methodology for Bike Route Identification to Enhance Urban Cycling Infrastructure in Metropolitan Manila.

John Paul Quilingking Tomas, Jurich Reuben T. Celeste, Matthias Andrew S. Reyes, Steven Y. Villacruz, Ivanne Cres V. Yabut

Proceedings of the 2024 10th International Conference on Computing and Artificial Intelligence, 2024

Comparative Analysis of YOLOv7 for Improved Object Detection of Road Markings in Low-Light Conditions: Leveraging CLAHE for Low-Light Image Enhancement.

John Paul Quilingking Tomas, Angela Gabrielle Carbonell, Carl Patrick Adrian Aguas, Karelle Mizzy Bersabal

Proceedings of the 2024 10th International Conference on Computing and Artificial Intelligence, 2024

Revolutionizing Signage Analysis: Leveraging YOLOv7 Object Detection for Comprehensive Classification and Assessment of Diverse Signage Types.

John Paul Quilingking Tomas, Adam Lee B. Buenaventura, Jester D. Cruzate, Ghasutt Joshua R. Patarata, Izak Kyle E. Villanueva

Proceedings of the 2024 10th International Conference on Computing and Artificial Intelligence, 2024

2023

Enhancing CNN-based Face Mask Detection and Usage Classification using Capsule Networks.

John Paul Q. Tomas, Roginald Glenn Dela Cruz, Uriel A. Federez, Daniel C. Samonte

Proceedings of the 15th International Conference on Digital Image Processing, 2023

A License Plate Detection and Recognition Method For Oblique License Plates Using Deep Learning.

John Paul Q. Tomas, Ian Gabriel C. Alcantara, John Robert P. Briz, Alfonso Aurel M. Lapinoria

Proceedings of the 15th International Conference on Digital Image Processing, 2023

A Study Comparing the Model Skill of LR, DF, and SVM in Determining Likelihood of Grant and Registration of Patents and Utility Models Assisted by Technology Application and Promotion Institute (DOST-TAPI) through Predictive Analytics.

John Paul Quilingking Tomas, Janeth Cruzada Vidal

Proceedings of the 8th International Conference on Big Data and Computing, 2023

Multiple Garbage Detection using Mask R-CNN in TensorFlow for Household Waste Classification.

John Paul Q. Tomas, Matthew Lawrence Guimong, Gian Andrei Leria, Ian Lemuel Morelos

Proceedings of the 2023 6th International Conference on Computational Intelligence and Intelligent Systems, 2023

Detection of Water Hyacinth (Eichhornia crassipes) on the Water Surface of Pasig River, Philippines, through YOLOv7.

John Paul Q. Tomas, John Christian S. Diamante, Mark Moises T. Cortez, Grace Ann I. Domingo

Proceedings of the 2023 6th International Conference on Computational Intelligence and Intelligent Systems, 2023

Model Development for Fatigue Detection During Synchronous Online Classes.

John Paul Quilingking Tomas, Adrian Paul Mirador Bonifacio, Florenzo Isaac Esguerra Romance, Edward Orbe Zuniga

Proceedings of the 2023 6th International Conference on Computational Intelligence and Intelligent Systems, 2023

2022

Determining Student's Engagement in Synchronous Online Classes Using Deep Learning (Compute Vision) and Machine Learning.

John Paul Quilingking Tomas, Daniel Oliver Ancheta, Carl Andrei Aquino, Aerol Ortiz

Proceedings of the 5th International Conference on Machine Learning and Machine Intelligence, 2022

Trash Detection for Computer Vision using Scaled-YOLOv4 on Water Surface.

John Paul Q. Tomas, Marlon Nathan D. Celis, Timothy Kyle B. Chan, Jethro A. Flores

Proceedings of the IEEA 2022: The 11th International Conference on Informatics, Environment, Energy and Applications, Xi'an, China, March 4, 2022

Determining the Role of Alternative Roads in Traffic Congestion using Neural Networks.

John Paul Quilingking Tomas, Ramcez Philippe C. Tibig, Patrick Quinn S. Ibojos, Jasper June M. Mortel

Proceedings of the ICEBT 2022: 6th International Conference on E-Education, E-Business and E-Technology, Beijing, China, June 25, 2022

Motorcycle Helmet Detection and Usage Classification in the Philippines using YOLOv5 Algorithm.

John Paul Quilingking Tomas, Bonifacio T. Doma

Proceedings of the 2022 5th International Conference on Computational Intelligence and Intelligent Systems, 2022

Classification of Flood Disaster Risks with the Use of Gradient Boosting Algorithm.

John Paul Quilingking Tomas, Gabriela Andes, Razmin Bernadette Ellazar, Ayesha Keith Santos

Proceedings of the 2022 5th International Conference on Computational Intelligence and Intelligent Systems, 2022

2021

Vehicle Detection and Speed Estimation Implemented through Euclidean Algorithm.

John Paul Q. Tomas, Jose Danielle T. Pantoja, Christian H. Lumugdang, Angelo Jesus O. De Rosas

Proceedings of the CIIS 2021: The 4th International Conference on Computational Intelligence and Intelligent Systems, Tokyo, Japan, November 20, 2021

Developing an Adaptive AI Agent using Supervised and Reinforcement Learning with Monte Carlo Tree Search in FightingICE.

John Paul Q. Tomas, Nathanael Jhonn R. Aguas, Angela N. De Villa, Jasmin Rose G. Lim

Proceedings of the CIIS 2021: The 4th International Conference on Computational Intelligence and Intelligent Systems, Tokyo, Japan, November 20, 2021

2019

Detection of Proper Form on Upper Limb Strength Training Using Extremely Randomized Trees for Joint Positions.

Aldrin John Torres, Clowie Silubrico, Daniel Torralba, John Paul Q. Tomas

Proceedings of the 2nd International Conference on Computing and Big Data, 2019

Utilizing Tandem Features for Text-Independent Speaker Recognition on Short Utterances.

Arvin Kenneth Alvarez, Mary Tricia Ann Pelipas, Carl Ivan Rayos del Sol, John Paul Q. Tomas

Proceedings of the 2nd International Conference on Computing and Big Data, 2019

Effectiveness of Haar-like Features and ViBe Algorithm for Detecting Jaywalkers.

John Paul Q. Tomas, Shaina Nicole V. Jocsing, James Kirk L. Guanzon, Chielo Jane A. Matias

Proceedings of the CIIS 2019: The 2nd International Conference on Computational Intelligence and Intelligent Systems, 2019