Analysis of Tomographic Reconstruction of 2D Images using the Distribution of Unknown Projection Angles

no code implementations • 13 Apr 2023 • Sheel Shah, Karthik S. Gurumoorthy, Ajit Rajwade

More recently, it has been proved that one can reconstruct a 1D band-limited signal even if the exact sample locations are unknown, but given just the distribution of the sample locations and their ordering in 1D.

Image Reconstruction

Reinforcement Learning for ConnectX

no code implementations • 15 Oct 2022 • Sheel Shah, Shubham Gupta

ConnectX is a two-player game that generalizes the popular game Connect 4.

reinforcement-learning Reinforcement Learning (RL)

Compressive Image Classification using Deterministic Sensing Matrices

no code implementations • 15 Oct 2022 • Sheel Shah, Kushal Kejriwal

We look at the use of deterministic sensing matrices for compressed sensing and provide worst-case bounds on the classification accuracy of SVMs on compressively sensed data.

Classification Image Classification