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CNN-based Boundary Detector for Remote-sensing Images

26 July 2023 10:00 am - 11:00 am
Boundary detection, a crucial pre-processing step in remote sensing applications such as change detection, monitoring, urbanization, and target detection, aims to identify contours separating objects in images. To address the challenges posed by evolving spatial, spectral, and temporal resolutions of remote sensing data, incorporating multi-features like shape, color, and texture has been explored. However, this approach requires extensive training and engineering of limitless features to cope with the constant development of new imagery.This seminar introduces a supervised boundary detection scheme that eliminates the need for engineered features and manual parameter settings. The proposed framework aims to integrate complementary information from multiple spectral bands of remotely sensed images to create a composite image. This composite image enhances perception, reinforces interpretation, and allows self-learning and customization for detection and fusion tasks.

DR. ESSA BASAEED

Deputy Head of Security Analytics and Forecast Center, Dubai Police

Dr. Essa Basaeed Deputy Head of Security Analytics and Forecast Center, Dubai Police. He completed his B.Eng. (Hons.), M.Sc, and Ph.D. in computer engineering at Khalifa University, UAE. Essa is a recipient of many awards and recognitions such as the EmTech Innovators Under 35 Award and the m-Government Award for University Students (Government Summit 2014). Essa is also an active volunteer and was the IEEE UAE Section Chair for 2017-2018.

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Details

Date:
July 26, 2023
Time:
10:00 am - 11:00 am +04
Event Categories:
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