4 citations · 5 across the 4 of their papers we have counts for
4 papers
Perspective-aware Convolution for Monocular 3D Object Detection
Jia-Quan Yu, Soo-Chang Pei
Monocular 3D object detection is a crucial and challenging task for autonomous driving vehicle, while it uses only a single camera image to infer 3D objects in the scene. To addres…
Panoptic-Depth Color Map for Combination of Depth and Image Segmentation
Jia-Quan Yu, Soo-Chang Pei
Image segmentation and depth estimation are crucial tasks in computer vision, especially in autonomous driving scenarios. Although these tasks are typically addressed separately, w…
Distributed Compressive Sensing: Performance Analysis with Diverse Signal Ensembles
Sung-Hsien Hsieh, Wei-Jie Liang, Chun-Shien Lu +1
Distributed compressive sensing is a framework considering jointly sparsity within signal ensembles along with multiple measurement vectors (MMVs). The current theoretical bound of…
Sparse Fast Fourier Transform for Exactly and Generally K-Sparse Signals by Downsampling and Sparse Recovery
Sung-Hsien Hsieh, Chun-Shien Lu, Soo-Chang Pei
Fast Fourier Transform (FFT) is one of the most important tools in digital signal processing. FFT costs O(N \log N) for transforming a signal of length N. Recently, Sparse Fourier…