WCSE 2024

Bathed in the bright summer sun in the beautiful Phuket, we celebrate the success of the 2024 14th International Workshop on Computer Science and Engineering. With the full recovery from the Covid-19 pandemic, WCSE is successfully held in dual mode as an onsite and online event. Phuket witnessed the return of WCSE, that has been held around far-and-mid east Asian cities since its advent in 2011. Nowadays, WCSE has become a prominent event that draws attention from scholars around the sphere.We would like to give gratitude to scholars who have participated in the conference today and in the past time, the reviewers who helped select the high-quality papers that reflect the state-of-the-art research, the speakers who gave insightful information about the directions of development in computing science and technology. Special appreciation goes to the staff of organizing committee, whose effort brought WCSE onto stage.Since WCSE 2014, the conference proceedings have been indexed by Scopus and EI Compendex. WCSE will continue to thrive as a major platform for academic exchanges in Asia. Diversity has been consistently promoted by WCSE through these years. Scholars in various academic roles and culture backgrounds have participated in the conference and served as session chairs and/or program committees. WCSE will continue to grow.On behalf of the conference organization committee, Please continue your excellent work and we hope to see you again in our annual conferences in the future.

Information

ISBN: 978-981-94-1156-6
Editor: Prof. Hong Lin, University of Houston-Downtown, USA
Pages: 398
Online: October 31st, 2024

Article#	Article Title & Authors (WCSE 2024)	Page
1	Enhancing Diabetic Retinopathy Diagnosis through Symlet WaveletIntegrated Convolutional Neural Networks Songkiat Lowmunkhong, Ratapong Onjun, Sayan Kaennakham, Kittirat Phattaramarut	1
2	Real-Time Detection of Floating Debris in Waterways Using YOLOv8 John Paul Q. Tomas, Jan Edgar E. Tupas, Miguel T. Soniel, Christian Henry Miguel E. Caruz, Darryll B. Babar	6
3	Retinal Neovascularization Localization in Optical Coherent Tomography Angiography Images Using Weighted Addition of Vessel Density and Bifurcation Density Maps Yar Zar Tun, Pakinee Aimmanee	16
4	Research on 3D Model Reconstruction Based on UAV Oblique Photography Fan Yuhong, Zhao Haitao	22
5	Using YoloV8 Book Defect Detection Model with MIRNet LLI John Paul Tomas, Katrice Asher Albano, Jill Samantha Alday, Matthew Raphael Corbe, Gian Nicole Pangan	27
6	Research on Vehicle Tracking and Collision Detection Method Hong Weitian, Qi Tengfei, Liu Wenhao, Li Shaowei	36
7	A Flame Recognition Method Based on Data Enhancement and Yolo-v5s Chao Huang, Shangyuan Li, Zhangcheng Yin, Runxia Guo, Guihang Liu, Jiusheng Chen	42
8	Identification of Smoke and Fire from a Low-Light Enhanced Synthetic Dataset Using YOLOv7 John Paul Q. Tomas, Von Derwin R. Caibigan, Erin Beatrice Micaela G. Reyes	50
9	An Improved End-to-end Method for Improving Smoked Image Recognition in Outdoor Rescue Scene Lei Zhang, Zhen Ruan, Zhen Li, Xi Liu, Hongliang Chen, Ziyou Wang	58
10	Computer Programming Education System for Visually Impaired Individuals Takamatsu, Naoki, Eiji Kamioka, Chanh Minh Tran, Phan Xuan Tan	63
11	Providing Graphic Content for Visually Impaired People using Haptic Feedback on Smartphones Chanh Minh Tran, Nguyen Gia Bach, Phan Xuan Tan, Eiji Kamioka	68
12	Decision Support System and Health Analytics for Pediatric Tuberculosis Clinical Diagnosis Michelle Renee Ching, Maria Marissa Golla, Virgilio Linis, Oliver Malabanan, RaymondMatthew Intervalo, Miguel Josh Perez, Carlo Jose Reyes, Jerrick Ezekiel Santos, John Ernand Veleta	74
13	Evaluating YOLO Models for Enhanced Safety in Medication Dispensing Anan Panphuech, Khwanchai Huailuk, Sayan Kaennakham	81
14	Predicting Consumer Actions in Digital Banking with Time-Sensitive User Behavior Analysis Yusuf Subaşı, Yıldız Karadayı, Ilgın Şafak, Mehmet S. Aktaş	86
15	On the Use of Data Parallelism Technologies for Implementing Statistical Analysis Functions Amirkia Rafiei Oskooei	94

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