Archives: Publications

Monday, June 29, 2026

Journal paper on audio-visual speech enhancement with posterior sampling methods in recurrent variational autoencoders

  Journal paper in Computer Speech & Language: Robust Audio–Visual Speech Enhancement under Visual Occlusion using TITR–CNN and Silence-Aware MALA–EM. Zohre Foroushi and Prof. Richard Dansereau present a new approach to improving speech quality in noisy environments using both audio and video information. Their work focuses on... More

Friday, December 5, 2025

Journal paper on audio-visual speech enhancement with posterior sampling methods in recurrent variational autoencoders

  Journal paper in Computer Speech & Language: Enhanced Audio-Visual Speech Enhancement with Posterior Sampling Methods in Recurrent Variational Autoencoders. Zohre Foroushi and Prof. Richard Dansereau published an open access journal article in Computer Speech & Language on using posterior sampling methods in recurrent variational... More

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. Richard Dansereau published an open access journal article in IET Image Processing on using deep learning for image compressive sensing reconstruction.... 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 open access journal article in IET Image Processing on cervical cell image segmentation.... More

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