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Journal Papers

  1. A. Sedighi-Moghaddam, F. Anvari, M. Mirshekari-Haghighi, M. Fakhari, M. R. Mohammadi, "A culturally-aware benchmark for Person Re-Identification in modest attire", Engineering Applications of Artificial Intelligence, 2025.
  2. A. Fateh, M. R. Mohammadi, Mohammad Reza Jahed-Motlagh, "MSDNet: Multi-scale decoder for few-shot semantic segmentation via transformer-guided prototyping", Image and Vision Computing, 2025.
  3. F. Askari, A. Fateh, M. R. Mohammadi, "Enhancing few-shot image classification through learnable multi-scale embedding and attention mechanisms", Neural Networks, 2025.
  4. F. Abadian-Zadeh, M. R. Mohammadi, M. Soryani "Weakly supervised brain tumour segmentation with label propagation and level set loss", IET Image Processing, 2025.
  5. M. Ahmadi, N. Kambarani, M. R. Mohammadi, "Parameter efficient face frontalization in image sequences via GAN inversion", IET Image Processing, 2025.
  6. M. Rahimzadeh, S. Parvin, A. Askari, E. Safi, M. R. Mohammadi, "Wise-SrNet: a novel architecture for enhancing image classification by learning spatial resolution of feature maps", Pattern Analysis and Applications, 2024.
  7. J. Peymanfard, S. Heydarian, A. Lashini, H. Zeinali, M. R. Mohammadi, N. Mozayani, "A multi-purpose audio-visual corpus for multi-modal Persian speech recognition: The Arman-AV dataset", Expert Systems with Applications, 2024.
  8. O. Mahmoudi-Mehr, M. R. Mohammadi, M. Soryani, "Deep Learning-Based Ultrasound Image Despeckling by Noise Model Estimation", Iranian Journal of Electrical and Electronic Engineering (IJEEE), 2023.
  9. E. Zarepour, M. R. Mohammadi, M. Zakeri-Nasrabadi, S. Aein, R. Sangsari, L. Taheri, M. Akbari, A. Zabihallahpour, "BiliBin: An Intelligent Mobile Phone-based Platform to Monitor Newborn Jaundice", Iranian Journal of Electrical and Electronic Engineering (IJEEE), 2023.
  10. M. R. Mohammadi, "Weakly Supervised Deep Learning for Vehicle License Plate Recognition", Journal of Machine Vision and Image Processing, 2021.
  11. F. Naderi-Darbaghshahi, M. R. Mohammadi, M. Soryani, "Cloud removal in remote sensing images using generative adversarial networks and SAR-to-optical image translation", IEEE Transactions on Geoscience and Remote Sensing, 2021.
  12. M. R. Mohammadi, M. Karami, "Detection of the Location and Angle of Saffron Flowers using Deep Convolutional Networks", Journal of Machine Vision and Image Processing, 2021.
  13. M. R. Mohammadi, F. Rustaee, Hierarchical classification of fine-art paintings using deep neural networks", Iran Journal of Computer Science, 2021.
  14. A. M. Moradi Sizkouhi, M. Aghaei, S. M. Esmailifar, M. R. Mohammadi, and F. Grimaccia, "Automatic Boundary Extraction of Large-Scale Photovoltaic Plants Using a Fully Convolutional Network on Aerial Imagery", IEEE Journal of Photovoltaics 2020.
  15. M. R. Mohammadi, E. Fatemizadeh, and M. H. Mahoor, "An Adaptive Bayesian Source Separation Method for Intensity Estimation of Facial AUs", IEEE Transactions on Affective Computing, 2017.
  16. M. R. Mohammadi, E. Fatemizadeh, and M. H. Mahoor, "A Joint Dictionary Learning and Regression Model for Intensity Estimation of Facial AUs", Journal of Visual Communication and Image Representation, 2017.
  17. M. R. Mohammadi, E. Fatemizadeh, and M. H. Mahoor, "Intensity Estimation of Spontaneous Facial Action Units Based on Their Sparsity Properties", IEEE Transactions on Cybernetics, 2015.
  18. M. R. Mohammadi, E. Fatemizadeh, and M. H. Mahoor, "PCA-Based Dictionary Building for Accurate Facial Expression Recognition via Sparse Representation", Journal of Visual Communication and Image Representation, 2014.
  19. M. R. Mohammadi, E. Fatemizadeh, and M. H. Mahoor, "Non-Negative Sparse Decomposition Based on Constrained Smoothed L0 Norm", Signal Processing, 2014.
  20. H. Sadeghi, A. A. Raie, and M. R. Mohammadi, "Facial Expression Recognition Using Texture Description of Displacement Image", Journal of Visual Communication and Image Representation, 2014.
  21. M. R. Mohammadi, and A. A. Raie, "Pose-Invariant Eye Gaze Estimation Using Geometrical Features of Iris and Pupil Images", Journal of Visual Communication and Image Representation, 2013.
  22. M. R. Mohammadi, and A. A. Raie, "Selection of Unique Gaze Direction Based on Pupil Position", IET Computer Vision, 2013.
  23. M. R. Mohammadi, and A. A. Raie, "A Novel Accurate Algorithm to Ellipse Fitting for Iris Boundary Using Most Iris Edges", The Journal of American Science, 2012.
  24. M. R. Mohammadi, "Accurate Localization of Chromosome Centromere Based On Concave Points", Journal of Medical Signals and Sensors, 2012.

Conference Papers

  1. N. Amini, M. R. Mohammadi, M. Soryani, "Brain Tumor Segmentation in MRI Images using Deformable and Dilated Convolutions", 13th Iranian Conference on Machine Vision and Image Processing, 2024.
  2. M. R. Mohammadi, J. M. Al-Ghabban, M. S. AlMusawi, "Enhancing Few-Shot Learning with Optimized SVM-Based DeepBDC Models", Third International Conference on Computing and Communication Networks, 2023.
  3. M. J. Pirhadi, M. Mirzaei, M. R. Mohammadi, S. Eetemadi, "PMCoders at SemEval-2023 Task 1: RAltCLIP: Use Relative AltCLIP Features to Rank", 17th International Workshop on Semantic Evaluation, 2023.
  4. A. Bahaloo, A. Ali-Mohammadi, M. R. Mohammadi, M. Soryani, "An Augmented Reality Framework for Eye Muscle Education", 12th Iranian Conference on Machine Vision and Image Processing, 2022.
  5. J. Peymanfard, M. R. Mohammadi, H. Zeinali, N. Mozayani, "Lip reading using external viseme decoding", 12th Iranian Conference on Machine Vision and Image Processing, 2022.
  6. M. R. Mohammadi, E. Fatemizadeh, and M. H. Mahoor, "Simultaneous Recognition of Facial Expression and Identity via Sparse Representation", IEEE Winter conference on Applications of Computer Vision, 2014.
  7. H. Sadeghi, A. A. Raie, and M. R. Mohammadi, "Facial Expression Recognition Using Geometric Normalization and Appearance Representation", 8th Iranian Conference on Machine Vision and Image Processing, 2013.
  8. M. R. Mohammadi, and E. Fatemizadeh, "Fuzzy Local Binary Patterns: A Comparison between Min-Max and Dot-Sum Operators in the Application of Facial Expression Recognition", 8th Iranian Conference on Machine Vision and Image Processing, 2013.
  9. M. R. Mohammadi, "Concavity Degree: A New Feature for Chromosome Centromere Localization", The 16th CSI International Symposium on Artificial Intelligence & Signal Processing, 2012.
  10. M. R. Mohammadi, and M. Jafarzadeh Zare, "Robust Facial Expression Recognition to Noise Using Fuzzy Local Binary Patterns", The 16th CSI International Symposium on Artificial Intelligence & Signal Processing, 2012.
  11. M. R. Mohammadi, and A. A. Raie, "Robust Pose-Invariant Eye Gaze Estimation Using Geometrical Features of Iris and Pupil Images", 20th Iranian Conference on Electrical Engineering, 2012.
  12. M. R. Mohammadi, and A. A. Raie, "A Novel Accurate Algorithm to Ellipse Fitting for Iris Boundary Using Most Iris Edges", 7th Iranian Conference on Machine Vision and Image Processing, 2011.



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