From the 1 of 4 linked papers with an AI index.
4 papers
Deep Scene-Driven Ordering of Hadamard Basis for Single-Pixel Spectral Imaging
Brayan Monroy, Hans Garcia, Henry Arguello +1
The paper introduces a deep learning framework that orders the Hadamard basis adaptively to scene content for single‑pixel spectral imaging, improving visual and near‑infrared imag…
Projection-Based Correction for Enhancing Deep Inverse Networks
Jorge Bacca
Deep learning-based models have demonstrated remarkable success in solving illposed inverse problems; however, many fail to strictly adhere to the physical constraints imposed by t…
Hadamard Row-Wise Generation Algorithm
Brayan Monroy, Jorge Bacca
In this paper, we introduce an efficient algorithm for generating specific Hadamard rows, addressing the memory demands of pre-computing the entire matrix. Leveraging Sylvester's r…
Designed Dithering Sign Activation for Binary Neural Networks
Brayan Monroy, Juan Estupiñan, Tatiana Gelvez-Barrera +2
Binary Neural Networks emerged as a cost-effective and energy-efficient solution for computer vision tasks by binarizing either network weights or activations. However, common bina…