Mahmoud Famouri

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 23

Top Topics

Defect Detection

Dermoscopy Images

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

Publications

Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong
High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments. AAAI (2023)
Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong
LightDefectNet: A Highly Compact Deep Anti-Aliased Attention Condenser Neural Network Architecture for Light Guide Plate Surface Defect Detection. CoRR (2022)
Alexander Wong, Mohammad Javad Shafiee, Saad Abbasi, Saeejith Nair, Mahmoud Famouri
Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers. CoRR (2022)
Carol Xu, Mahmoud Famouri, Gautam Bathla, Saeejith Nair, Mohammad Javad Shafiee, Alexander Wong
CellDefectNet: A Machine-designed Attention Condenser Network for Electroluminescence-based Photovoltaic Cell Defect Inspection. CRV (2022)
James Ren Hou Lee, Maya Pavlova, Mahmoud Famouri, Alexander Wong
Cancer-Net SCa: tailored deep neural network designs for detection of skin cancer from dermoscopy images. BMC Medical Imaging 22 (1) (2022)
Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong
High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments. CoRR (2022)
Carol Xu, Mahmoud Famouri, Gautam Bathla, Saeejith Nair, Mohammad Javad Shafiee, Alexander Wong
CellDefectNet: A Machine-designed Attention Condenser Network for Electroluminescence-based Photovoltaic Cell Defect Inspection. CoRR (2022)
Saad Abbasi, Mahmoud Famouri, Mohammad Javad Shafiee, Alexander Wong
OutlierNets: Highly Compact Deep Autoencoder Network Architectures for On-Device Acoustic Anomaly Detection. Sensors 21 (14) (2021)
Alexander Wong, Jack Lu, Adam Dorfman, Paul McInnis, Mahmoud Famouri, Daniel Manary, James Ren Hou Lee, Michael Lynch
Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression from Chest CT Images. CoRR (2021)
Alexander Wong, Jack Lu, Adam Dorfman, Paul McInnis, Mahmoud Famouri, Daniel Manary, James Ren Hou Lee, Michael Lynch
Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression From Chest CT Images. Frontiers Artif. Intell. 4 (2021)
Saad Abbasi, Mahmoud Famouri, Mohammad Javad Shafiee, Alexander Wong
OutlierNets: Highly Compact Deep Autoencoder Network Architectures for On-Device Acoustic Anomaly Detection. CoRR (2021)
Audrey G. Chung, Mahmoud Famouri, Andrew Hryniowski, Alexander Wong
COVID-Net Clinical ICU: Enhanced Prediction of ICU Admission for COVID-19 Patients via Explainability and Trust Quantification. CoRR (2021)
Mohammad Javad Shafiee, Mahmoud Famouri, Gautam Bathla, Francis Li, Alexander Wong
TinyDefectNet: Highly Compact Deep Neural Network Architecture for High-Throughput Manufacturing Visual Quality Inspection. CoRR (2021)
Xiaoyu Wen, Mahmoud Famouri, Andrew Hryniowski, Alexander Wong
AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge. CoRR (2021)
Alexander Wong, Mahmoud Famouri, Maya Pavlova, Siddharth Surana
TinySpeech: Attention Condensers for Deep Speech Recognition Neural Networks on Edge Devices. CoRR (2020)
Linda Wang, Mahmoud Famouri, Alexander Wong
DepthNet Nano: A Highly Compact Self-Normalizing Neural Network for Monocular Depth Estimation. CoRR (2020)
Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee
AttendNets: Tiny Deep Image Recognition Neural Networks for the Edge via Visual Attention Condensers. CoRR (2020)
James Ren Hou Lee, Maya Pavlova, Mahmoud Famouri, Alexander Wong
CancerNet-SCa: Tailored Deep Neural Network Designs for Detection of Skin Cancer from Dermoscopy Images. CoRR (2020)
Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Jonathan Chung
YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection. CoRR (2019)
Mohammad Ali Bagheri Orumi, M. Hadi Sepanj, Mahmoud Famouri, Zohreh Azimifar, Alexander Wong
Unsupervised Deep Shape from Template. ICIAR (1) (2019)
Mahmoud Famouri, Zohreh Azimifar, Alexander Wong
A Novel Motion Plane-Based Approach to Vehicle Speed Estimation. IEEE Trans. Intell. Transp. Syst. 20 (4) (2019)
Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Jonathan Chung
YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection. EMC2@NeurIPS (2019)
Mahmoud Famouri, Adrien Bartoli, Zohreh Azimifar
Fast shape-from-template using local features. Mach. Vis. Appl. 29 (1) (2018)
Mahmoud Famouri, Mohammad Taheri, Zohreh Azimifar
Fast Linear SVM Validation Based on Early Stopping in Iterative Learning. Int. J. Pattern Recognit. Artif. Intell. 29 (8) (2015)
Ehsan Ahmadi, Zohreh Azimifar, Maryam Shams, Mahmoud Famouri, Mohammad Javad Shafiee
Document image binarization using a discriminative structural classifier. Pattern Recognit. Lett. 63 (2015)
M. Yousefi, Mahmoud Famouri, Behrooz Nasihatkon, Zohreh Azimifar, Paul W. Fieguth
A robust probabilistic Braille recognition system. Int. J. Document Anal. Recognit. 15 (3) (2012)