Journal publications:  

  • M. Valiollahzadeh, J. W. Clark, O. Mawlawi “ Dictionary learning for data recovery in positron emission tomography’’ Physics in medicine and biology, , 60(15), 5853-5871(2015)asdhaskdh
  • M. Valiollahzadeh, J. W. Clark, O. Mawlawi “ Using compressive sensing to recover images from positron emission tomography (PET) scanners with partial detector rings’’ Medical Physics, 42 (1), 121-133 (2015) asdhaskdh
  • M. Valiollahzadeh, John W. Clark, Jr “A New Model For Respiraratory Central Pattern Generator Based On Five Main Respiratory’’ 2014asdhaskdh
  • M. Valiollahzadeh, Abolghasem Sayadiyan ,Farshid Karbasian “Adaptive Boosting of Support Vector Machine Component Classifiers Applied in Face Detection” accepted for publication in  AmirKabir Journal of Science and technology asdhaskdh

Conference publications:

  • Kenny C. Gross, K. Vaidyanathan, M. Valiollahzadeh “Advanced Pattern Recognition for Optimal Bandwidth and Power Utilization for Wireless Intelligent Motes for IoT Applications’’ Worldcomp2016, Las Vegas, NV, July 2016asdhaskdh
  • M. Valiollahzadeh, J. W. Clark, O. Mawlawi “Data Incoherence: A metric to predict optimal detector configuration in PET imaging’’ Society of nuclear medicine, Baltimore, MD, Jun 2015asdhaskdh
  • M. Valiollahzadeh, J. W. Clark, O. Mawlawi “PET Image Deblurring using Adaptive Dictionary Learning ’’ AAPM 2014, American Association of Physicists in Medicine, Austin, TX, Jul 2014asdhaskdh
  • M. Valiollahzadeh, J. W. Clark, O. Mawlawi “Quantifying image recovery with different undersampling ratios using compressive sensing techniques.’’ Society of nuclear medicine, St. Louis, MO, Jun 2014 asdhaskdh
  • M. Valiollahzadeh, J. W. Clark, O. Mawlawi “Investigation of the optimum number of detectors in a PET scanner.’’ Society of nuclear medicine, St. Louis, MO , Jun 2014 asdhaskdh
  • M. Valiollahzadeh, John W. Clark, Jr, Osama R. Mawlawi “Image Dictionary Learning in Compressed Sensing using undersampled data in PET Imaging.’’ AAPM 2013, American Association of Physicists in Medicine, Indianapolis, IN, Aug 2013asdhaskdhasdhaskdh
  • M. Valiollahzadeh, John W. Clark, Jr, O. R. Mawlawi “Image Evaluation of penalizing functions in compressed Sensing to recover undersampled data in PET Imaging’’ AAPM 2013, American Association of Physicists in Medicine, Indianapolis, IN, Aug 2013 asdhaskdhasdhaskdh
  • M. Valiollahzadeh, John W. Clark, Jr, Osama R. Mawlawi “Image Poisson Compressive Sensing Image Reconstruction in PET scanners with only partial detector observation ’’ IEEE Medical Imaging Conference 2013, Vancouver , CA, June 2013asdhaskdhasdhaskdh
  • M. Valiollahzadeh, T. Chang , John W. Clark, Jr, Osama R. Mawlawi “Image recovery in PET scanners with partial detector rings using compressive sensing ’’ IEEE Medical Imaging Conference 2012,Anaheim , CA, Oct 2012asdhaskdh
  • M. Valiollahzadeh, T. Chang , John W. Clark, Jr, Osama R. Mawlawi “Compressed sensing in PET imaging with partial detector rings’’ AAPM 2012, American Association of Physicists in Medicine, charlotte, NC, Aug 2012asdhaskdhasdhaskdh
  • M. Valiollahzadeh , John W. Clark, Jr, Osama R. Mawlawi “Recovery of partially sampled PET images using compressed sensing’’ SNM 2012,  Advanced Molecular and Imaging therapy, Miami beach, Fl, June2012asdhaskdhasdhaskdh
  • M. Valiollahzadeh and W. Yin. Hyperspectral data reconstruction combining spatial and spectral sparsity. Rice University CAAM Technical Report TR10-29, Rice University, Houston, TX, 2010;asdhaskdh
  • M. Valiollahzadeh, M. Nazari, M. Babaie-Zadeh, Christian Jutten “A new approach in decomposition over multiple-overcomplete dictionaries with application to image inpainting”, MLSP 2009, Grenoble, France,1-4 1-4 Sept. 2009 PP 1 - 6asdhaskdh
  • M. Valiollahzadeh, H. Firouzi, M. Babaie-Zadeh, Christian Jutten “Image Denoising Using Sparse Representation ICA 2009, Paraty, Brazil, 15-18 March 2009, PP 557-564asdhaskdh
  • M. Nazari, A. Sayadiyan, M. Valiollahzadeh “Probabilistic SVM/GMM classifier for Speaker-Independent Vowel Recognition in continuous speech” ICASSP 2009asdhaskdh
  • H. Zayyani, M. Valiollahzadeh, M. Babaie-Zadeh “Sparse Component Analysis (SCA)  in Random-valued and Salt and Pepper Noise Removal” Proceeding of  ICEE2008 , pp. 300-305asdhaskdh
  • M. Nazari, A. Sayadiyan, M. Valiollahzadeh “Speaker-Independent Vowel Recognition in Persian Speech” Information and Communication Technologies Conf: From Theory to Applications, 2008. ICTTA 2008asdhaskdh
  • A. B. Tashk, A Sayadiyan, M. Valiollahzadeh “Face Detection Using Adaboosted RVM-based Component Classifier” Image and Signal Processing and Analysis, ISPA 2007, 5th International Symposium on Istanbul, Turkey, pp 351-355 asdhaskdh
  • M. Valiollahzadeh, A. Sayadiyan, Mohammad Nazari “Feature Selection By KDDA For SVM-Based Multi-View Face Recognition ” SETIT Tunisia, March 2007asdhaskdh
  • M. Valiollahzadeh, A. Sayadiyan, Mohammad Nazari “Face Recognition with Kernel Direct Discriminant Analysis and SVM Combined Method”, ICEE 2007, selected as the best paper. asdhaskdh
  • M. Valiollahzadeh, A. Sayadiyan, Mohammad Nazari, “ Face Detection Using Adaboosted SVM-based Component Classifier”, 9th International Conference on Enterprise Information Systems 12-16, June 2007 Funchal, Madeira - Portugalasdhaskdh