no code implementations • 19 Apr 2021 • Chao-Tsung Huang
On top of that, we further devise a novel ring algebra which minimizes complexity with component-wise product and achieves the best quality using directional ReLU.
no code implementations • 13 Oct 2019 • Chao-Tsung Huang, Yu-Chun Ding, Huan-Ching Wang, Chi-Wen Weng, Kai-Ping Lin, Li-Wei Wang, Li-De Chen
In this paper, we approach this goal by considering the inference flow, network model, instruction set, and processor design jointly to optimize hardware performance and image quality.
no code implementations • 13 Oct 2019 • Chao-Tsung Huang
Convolutional neural networks (CNNs) demand huge DRAM bandwidth for computational imaging tasks, and block-based processing has recently been applied to greatly reduce the bandwidth.
no code implementations • ICCV 2017 • Chao-Tsung Huang
We also devise an algorithm to employ this framework on dense, sparse, and even denoised light fields.
no code implementations • CVPR 2015 • Chao-Tsung Huang
Range-weighted neighborhood filters are useful and popular for their edge-preserving property and simplicity, but they are originally proposed as intuitive tools.