Marlon D. Hernandez

Work place: Bulacan State University

E-mail: marlon.hernandez@bulsu.edu.ph

Website: https://orcid.org/0000-0002-3977-9045

Research Interests: Image Compression, Image Manipulation, Image Processing, Data Structures and Algorithms, Big data and learning analytics

Biography

Marlon D. Hernandez received the Bachelor of Science in Computer Engineering (BSCpe) and Master of Science in Computer Engineering (MSCpe) degrees from the Bulacan State University, Philippines. He finished his Doctor of Engineering with specialization on Computer Engineering at Technological Institute of the Philippines. He is currently working as a professor in the Bulacan State University, Philippines. His research interest includes applications of machine learning, image processing and data analytics.

Author Articles
An Application of Rule-Based Classification with Fuzzy Logic to Image Subtraction

By Marlon D. Hernandez

DOI: https://doi.org/10.5815/ijem.2023.02.03, Pub. Date: 8 Apr. 2023

Surveillance camera is used as a new technology for security. In this research, the combination of OpenCV with image processing will be discussed. Saving the space in the hard drive by recording only video when here would be an image formed in the subtraction of the original image to the next image captured. With the use of Image Processing and Fuzzy logic, the research was enhanced by eliminating the recording of same image captured. After analyzing the background images, it can now determine when to start recording the video or when to stop recording a video by subtracting the images in the backdrop image and comparing the image if there was an object in motion using template matching. With the application of the project, memory storage saved up to forty-six percentage points.

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