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Thursday, January 18, 2024

Journal paper on deep learning for image compressive sensing

Journal paper in IET Image Processing: MsDC-DEQ-Net: Deep equilibrium model (DEQ) with multi-scale dilated convolution for image compressive sensing (CS). Dr. Youhao Yu and Prof.... More

Monday, May 1, 2023

Youhao Yu defends his PhD thesis

Youhao successfully defended his PhD thesis Reconstruction of Compressive Sensed (CS) Images with Deep Equilibrium Model (DEQ) Based on Iterative Shrinkage-Thresholding Algorithm (ISTA) In this thesis, we explored using learned... More

Monday, May 9, 2022

Journal paper on segmenting cervical cells

Journal paper in IET Image Processing: Multi-layer random walker image segmentation for overlapped cervical cells using probabilistic deep learning methods. Dr. Tayebeh Lotfi Mahyari and Prof. Richard Dansereau published an... More

Monday, January 17, 2022

Zahra Ashouri Talouki defends her PhD thesis

Zahra successfully defended her PhD thesis Kernel-Based PET Image Reconstruction using Dynamic PET and MR Anatomical Information In this thesis, we explored PET image reconstruction using kernel expectation maximization... More

Friday, September 3, 2021

Hossein Chahrour defends his PhD thesis

Hossein successfully defended his PhD thesis titled Signal Processing Methods in Riemannian Geometry with Application to Drone Detection In this thesis, we use Riemannian manifolds to project MIMO radar sample covariance matrices and... More

Tuesday, April 20, 2021

Tayebeh Lotfi Mahyari defends her PhD thesis

Tayebeh successfully defends her PhD thesis Image Separation using Multi-layer Image Segmentation for Translucent Partially Overlapped Objects In this thesis, we adapt graph-based random walker image segmentation and... More

Wednesday, September 13, 2017

Ce Peng defends his PhD thesis

Ce Peng successfully defends his PhD thesis Monaural Music Separation via Supervised Non-negative Matrix Factorization with Side-information In this thesis, we develop a single-channel sound separation technique that can isolate... More

Monday, August 14, 2017

Assem M. Assem defends his PhD thesis

Assem successfully defends his PhD thesis Low Latency Compressive Sensing using Multi-resolution Analysis in Radar Signal Processing In this thesis, we develop a radar signal processing technique that allows range and Doppler velocity... More

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