publications

2025

1. Hockey Analytics

   Ice Hockey Action Recognition via Contextual Priors

   K. Buzko, A. Nazemi, D.A. Clausi, and 1 more author

   Linköping Hockey Analytics Conference, 2025

   Best Paper Award Bib

   Best Paper Award

   @article{nazemi2025hockey_action,
     title = {Ice Hockey Action Recognition via Contextual Priors},
     author = {Buzko, K. and Nazemi, A. and Clausi, D.A. and Chen, Y.},
     journal = {Linköping Hockey Analytics Conference},
     year = {2025},
   }

2. Hockey Analytics

   New Views of Shots-Towards Measures of Net Visibility and Reachability

   E. Iaboni, S. Negulescu, M. Pitassi, and 6 more authors

   Linköping Hockey Analytics Conference, 2025
3. CVPR

   Computer Vision and Pattern Recognition Conference Paper

   L. Salass, J. Bright, P. Fieguth, and 4 more authors

   IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025
4. Statistics in Medicine

   Challenges for Predictive Modeling With Neural Network Techniques Using Error‐Prone Dietary Intake Data

   D. Spicker, A. Nazemi, J. Hutchinson, and 4 more authors

   Statistics in Medicine, 2025

2024

1. arXiv

   Particle-Filtering-based Latent Diffusion for Inverse Problems

   A. Nazemi, M.H. Sepanj, N. Pellegrino, and 2 more authors

   arXiv preprint, 2024

   Bib

   @article{nazemi2024diffusion,
     title = {Particle-Filtering-based Latent Diffusion for Inverse Problems},
     author = {Nazemi, A. and Sepanj, M.H. and Pellegrino, N. and Czarnecki, C. and Fieguth, P.},
     journal = {arXiv preprint},
     year = {2024},
   }

2. IEEE Access

   Memory-Efficient Continual Learning Object Segmentation for Long Videos

   A. Nazemi, M.J. Shafiee, Z. Gharaee, and 1 more author

   IEEE Access, 2024
3. Applied Sciences

   From Single Shot to Structure: End-to-End Network-Based Deflectometry for Specular Free-Form Surface Reconstruction

   M.H. Sepanj, A. Nazemi, C. Preston, and 2 more authors

   Applied Sciences, 2024

2023

1. PhD Thesis

   Continual Learning-based Video Object Segmentation

   A. Nazemi

   University of Waterloo, 2023

   Bib

   @phdthesis{nazemi2023dissertation,
     title = {Continual Learning-based Video Object Segmentation},
     author = {Nazemi, A.},
     school = {University of Waterloo},
     year = {2023},
     url = {http://hdl.handle.net/10012/19583}
   }

2. CVPR

   CLVOS23: A Long Video Object Segmentation Dataset for Continual Learning

   A. Nazemi, Z. Moustafa, and P. Fieguth

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2020

1. IEEE Signal Processing Magazine

   Deep Neural Network Perception Models and Robust Autonomous Driving Systems: Practical Solutions for Mitigation and Improvement

   M.J. Shafiee, A. Jeddi, A. Nazemi, and 2 more authors

   IEEE Signal Processing Magazine, 2020

2019

1. NeurIPS Workshop

   Identifying threatening samples for adversarial robustness

   A. Nazemi and P. Fieguth

   In Safety and Robustness in Decision Making — NeurIPS 2019 workshop, Vancouver, 2019
2. NeurIPS Workshop

   Potential adversarial samples for white-box attacks

   A. Nazemi and P. Fieguth

   In ML with guarantees NeurIPS 2019 workshop, Vancouver, 2019
3. IEEE TITS

   Real-Time Vehicle Make and Model Recognition Using Unsupervised Feature Learning

   A. Nazemi, Z. Azimifar, M.J. Shafiee, and 1 more author

   IEEE Transactions on Intelligent Transportation Systems, 2019

2018

1. Journal of Computational Vision and Imaging Systems

   Human Perception-based Image Enhancement Using a Deep Generative Model

   A. Nazemi, S. Kamyab, Z. Azimifar, and 1 more author

   Journal of Computational Vision and Imaging Systems, 2018

2015

1. CSICC

   Locality hash-table constrain linear coding for fast image classification

   A. Nazemi and Z. Azimifar

   In Computer Society of Iran Computer Conference (CSICC), Iran, 2015

   In Persian

2014

1. ASPA

   The Impact of Microsoft Kinect on Business Model Innovation

   A. Nazemi and others

   In 18th Annual Asian Science Park Association (ASPA) international conference, Shiraz, Iran, 2014

2013

1. ICCS

   Assessment of Photo Aesthetics via Sparse Coding

   A. Nazemi and Z. Azimifar

   In International Conference of Cognitive Science (ICCS), Tehran, Iran, 2013
2. MVIP

   On road vehicle make and model recognition via sparse feature coding

   A. Nazemi, M.J. Shafiee, and Z. Azimifar

   In Machine Vision and Image Processing (MVIP), 8th Iranian Conference on, 2013