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Journal Papers

  1. 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 (Accepted).
  2. M. R. Mohammadi, M. Rahimzadeh, A. Attar, “Sperm Detection and Tracking in Phase-Contrast Microscopy Image Sequences using Deep Learning and Modified CSR-DCF”, Computer Methods and Programs in Biomedicine (Under Review).
  3. M. R. Mohammadi, “Deep Multiple Instance Learning for Airplane Detection in High Resolution Imagery”, Machine Vision and Applications.
  4. 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.
  5. M. R. Mohammadi, Weakly Supervised Deep Learning for Vehicle License Plate Recognition”, Journal of Machine Vision and Image Processing, 2020.
  6. M. R. Mohammadi, F. Rustaee, Hierarchical classification of fine-art paintings using deep neural networks”, Iran Journal of Computer Science, 2020.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. M. R. Mohammadi, E. Fatemizadeh, and M. H. Mahoor, “Non-Negative Sparse Decomposition Based on Constrained Smoothed L0 Norm”, Signal Processing, 2014.
  12. 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.
  13. 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.
  14. M. R. Mohammadi, and A. A. Raie, “Selection of Unique Gaze Direction Based on Pupil Position”, IET Computer Vision, 2013.
  15. 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.
  16. M. R. Mohammadi, “Accurate Localization of Chromosome Centromere Based On Concave Points”, Journal of Medical Signals and Sensors, 2012.

Conference Papers

  1. 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.
  2. 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.
  3. 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.
  4. M. R. Mohammadi, “Concavity Degree: A New Feature for Chromosome Centromere Localization”, The 16th CSI International Symposium on Artificial Intelligence & Signal Processing, 2012.
  5. 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.
  6. 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.
  7. 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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