I. Introduction and Related Works
Camera gimbal systems are frequently integrated into robotic systems to augment their monitoring capabilities. Motion blur is typically present in the captured images due to the relative motion between the scene and the gimbal during exposure. Image deblurring is a challenging task in computer vision due to its ill-posed nature [1]. It becomes more complex when the images are captured using a fast-moving camera. Robotic applications demand real-time performance, making it significantly more challenging. The deblurring quality has direct implications for tasks such as target identification, tracking and surveillance all of which require blur-free images.