Gabor filters are linear filters used for texture analysis and feature extraction, particularly effective in capturing spatial frequency, orientation, and phase information. They are widely used in image processing and computer vision tasks due to their ability to model the receptive fields of the human visual cortex, making them suitable for applications like edge detection and facial recognition.