Image Intensity

Image intensity, the brightness value of pixels in an image, is a fundamental aspect of image processing and analysis, crucial for tasks ranging from medical diagnosis to astronomical imaging. Current research focuses on improving intensity-based methods through novel algorithms like transformers and convolutional neural networks (CNNs), often incorporating complementary data sources such as event cameras to enhance temporal resolution and robustness to noise or artifacts. These advancements are significantly impacting diverse fields, enabling higher-quality video reconstruction, more accurate medical image analysis (e.g., improved breast cancer tumor classification), and faster, more precise astronomical imaging.