Automatic Colon Malignancy Recognition using Sobel & Morphological Dilation

Utilization of Improved Annotations From Object-Based Image Analysis as Training Data for DeepLab V3+ Model: A Focus on Road Extraction in Very High-Resolution Orthophotos

“…where S represents the image, T denotes the kernel, Z signifies the number of pixels in the image, and Y represents the symmetry of T. Dilation is a process that expands the boundaries of objects within the image [40] by configuring the kernel [41]. In our approach, a 3x3 kernel is employed for dilation to enhance the OBIA annotation.…”