Angle Estimation

Angle estimation, the process of determining the orientation or direction of an object or camera, is a crucial component in various fields, aiming to improve accuracy and robustness in diverse applications. Current research focuses on developing advanced algorithms, including deep learning models like transformers and convolutional neural networks, to estimate angles from various data sources such as images, point clouds, and sensor readings, often incorporating techniques like heatmap regression and Radon transforms for improved efficiency and accuracy. These advancements have significant implications for diverse applications, ranging from robotics and autonomous navigation to medical imaging and prosthetic control, enabling more precise and reliable systems.