John Paul Q. Tomas

According to our database, John Paul Q. Tomas authored at least 16 papers between 2019 and 2024.

Collaborative distances:

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

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

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

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