Sung–Eui Yoon

Implicit LiDAR Network: LiDAR Super-Resolution via Interpolation Weight Prediction

Super-resolution of LiDAR range images is crucial to improving many downstream tasks such as object detection, recognition, and tracking. While deep learning has made a remarkable advances in super-resolution techniques, typical convolutional architectures limit upscaling factors to specific output…