Image Processing

Image processing focuses on manipulating digital images to enhance quality, extract information, or perform specific tasks. Current research emphasizes deep learning approaches, particularly convolutional neural networks (CNNs) and transformers, for applications ranging from medical image analysis (e.g., detecting diabetic retinopathy) and geospatial image analysis to object detection and style transfer. These advancements are improving the efficiency and accuracy of various fields, from healthcare diagnostics and infrastructure monitoring to resource management and scientific discovery.