profile - Razi University

Faculty Member of Razi University

Razi University
Abdolhossein Fathi

Abdolhossein Fathi

Associate Professor / Dept. of Computer Engineering

Journal Paper

  1. "Integration of local and global features for image retargeting quality assessment"
    Ahmad Absetan, Abdolhossein Fathi
    Signal Image and Video Processing, 2024
  2. "Grsnet: gated residual supervision network for pixel-wise building segmentation in remote sensing imagery"
    Samaneh Molavi vardanjani, Abdolhossein Fathi, Kaveh Moradkhani
    INTERNATIONAL JOURNAL OF REMOTE SENSING, pp.4872-4887, 2022
  3. "SPPPred: Sequence-based Protein-Peptide binding residue Prediction using genetic programming and ensemble learning"
    Shima Shafiee, Abdolhossein Fathi, Ghazaleh Taherzadeh
    IEEE-ACM Transactions on Computational Biology and Bioinformatics, 2022
  4. "Combination of Genetic Programming and Support Vector Machine-Based Prediction of Protein-Peptide Binding Sites With Sequence and Structure-Based Features"
    Shima Shafiee, Abdolhossein Fathi
    Journal of Computing and Security, pp.45-63, 2022
  5. "Integration of Deep Learned and Handcrafted Features for Image Retargeting Quality Assessment"
    Ahmad Absetan, Abdolhossein Fathi
    CYBERNETICS AND SYSTEMS, 2022
  6. "Spiking Neural P System with weight model of majority voting technique for reliable interactive image segmentation"
    Mehran Dalvand, Abdolhossein Fathi, Arezoo Kamran
    NEURAL COMPUTING and APPLICATIONS, 2022
  7. "A novel method to enhance color spatial feature extraction using evolutionary time-frequency decomposition for presentation-attack detection"
    GHASEM MOHAMADMAJID, Abdolhossein Fathi
    Journal of Ambient Intelligence and Humanized Computing, 2022
  8. "Segmentation of waterbodies in remote sensing images using deep stacked ensemble model"
    Kaveh Moradkhani, Abdolhossein Fathi
    APPLIED SOFT COMPUTING, 2022
  9. "Automatic detection of vehicle occupancy and driver's seat belt status using deep learning"
    Sara Hosine, Abdolhossein Fathi
    Signal Image and Video Processing, 2022
  10. "Fault tolerance in LWT-SVD based image watermarking systems using three module redundancy technique"
    Tayebeh Salehnia, Abdolhossein Fathi
    EXPERT SYSTEMS WITH APPLICATIONS, 2021
  11. "A novel watermarking method based on differential evolutionary algorithm and wavelet transform"
    Ladan Salimi, Amir Haghighi, Abdolhossein Fathi
    MULTIMEDIA TOOLS AND APPLICATIONS, pp.1-18, 2020
  12. "Genetic algorithm based local and global spectral features extraction for ear recognition"
    SHABBOU SAJADI, Abdolhossein Fathi
    EXPERT SYSTEMS WITH APPLICATIONS, 2020
  13. "Flooding region growing: a new parallel image segmentation model based on membrane computing"
    Mehran Dalvand, Abdolhossein Fathi, Arezoo Kamran
    Journal of Real-Time Image Processing, 2020
  14. "ELECTROENCEPHALOGRAPHY FEATURE ENHANCEMENT BASED ON ELECTRODE ACTIVITY RATIO FOR IDENTIFICATION"
    AHMED SAAD ALI, Fardin Abdali-Mohammadi, Abdolhossein Fathi
    Journal of Mechanics in Medicine and Biology, 2020
  15. "EEG electrode selection for person identification thru a genetic-algorithm method"
    AHMED SAAD ALI, Fardin Abdali-Mohammadi, Abdolhossein Fathi
    JOURNAL OF MEDICAL SYSTEMS, 2019
  16. "Person identification using ECG signal's symbolic representation and dynamic time warping adaptation"
    Leila Yousofvand, Abdolhossein Fathi, Fardin Abdali-Mohammadi
    Signal Image and Video Processing, 2019
  17. "Online continuous multi-stroke Persian/Arabic character recognition by novel spatio-temporal features for digitizer pen devices"
    SARA VALIKHANI, Fardin Abdali-Mohammadi, Abdolhossein Fathi
    NEURAL COMPUTING and APPLICATIONS, 2019
  18. "A genetic programming method for feature mapping to improve prediction of HIV-1 protease cleavage site"
    Abdolhossein Fathi, Rasool Sadeghi
    APPLIED SOFT COMPUTING, pp.56-64, 2018
  19. "Metric-learning-based high-discriminative local features extraction for iris recognition"
    Abdolhossein Fathi, Mahboobeh Mohammadi
    PATTERN ANALYSIS AND APPLICATIONS, 2018
  20. "Representation learning-based unsupervised domain adaptation for classification of breast cancer histopathology images"
    Pendar Alirezazadeh, BEHZAD HEJRATI, Alireza Monsef-Esfahani, Abdolhossein Fathi
    Biocybernetics and Biomedical Engineering, pp.671-683, 2018
  21. "A Centralized Controller as an Approach in Designing NoC"
    Abdolhossein Fathi, Keyhaneh Kia
    International Journal of Modern Education and Computer Science, pp.60-67, 2017
  22. "A new near-lossless EEG compression method using ANN-based reconstruction technique"
    BEHZAD HEJRATI, Abdolhossein Fathi, Fardin Abdali-Mohammadi
    COMPUTERS IN BIOLOGY AND MEDICINE, pp.87-94, 2017
  23. "Efficient lossless multi-channel EEG compression based on channel clustering"
    BEHZAD HEJRATI, Abdolhossein Fathi, Fardin Abdali-Mohammadi
    Biomedical Signal Processing and Control, pp.295-300, 2017
  24. "ECG compression method based on adaptive quantization of main wavelet packet subbands"
    Abdolhossein Fathi, Fateme Faraji kheyrabadi
    Signal Image and Video Processing, pp.1433-1440, 2016
  25. "Effect of Purposeful Feature Extraction in High- dimensional Kinship Verification Problem"
    Pendar Alirezazadeh, Abdolhossein Fathi, Fardin Abdali-Mohammadi
    Journal of Computing and Security, pp.183-191, 2016
  26. "A new Global-Gabor-Zernike feature descriptor and its application to face recognition"
    Abdolhossein Fathi, Pendar Alirezazadeh, Fardin Abdali-Mohammadi
    JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, pp.65-72, 2016
  27. "A Novel Grammar-Based Approach to Atrial Fibrillation Arrhythmia Detection for Pervasive Healthcare Environments"
    Hanieh Lobabi-Mirghavami, Fardin Abdali-Mohammadi, Abdolhossein Fathi
    Journal of Computing and Security, pp.155-163, 2016
  28. "Fall Detection Using Adaptive Neuro-Fuzzy Inference System"
    Mino Rashidpour, Fardin Abdali-Mohammadi, Abdolhossein Fathi
    International Journal of Multimedia and Ubiquitous Engineering, pp.91-106, 2016
  29. "Improving Face Recognition Systems Security Using Local Binary Patterns"
    Abdolhossein Fathi, Fardin Abdali-Mohammadi
    Journal of Computing and Security, pp.55-62, 2015
  30. "Camera-baed eye blinks pattern detection for intelligent mouse"
    Abdolhossein Fathi, Fardin Abdali-Mohammadi
    Signal Image and Video Processing, 2015
  31. "A Genetic Algorithm-Based Feature Selection for Kinship Verification"
    Pendar Alirezazadeh, Abdolhossein Fathi, Fardin Abdali-Mohammadi
    IEEE SIGNAL PROCESSING LETTERS, pp.2459-2463, 2015
  32. "Toward a Fault Tolerant Architecture for Vital Medical-Based Wearable Computing"
    Fardin Abdali-Mohammadi, Vahid Bajalan, Abdolhossein Fathi
    JOURNAL OF MEDICAL SYSTEMS, pp.1-12, 2015
  33. "Fuzzy Expert Ants to speed up big TSP Problems using ACS"
    Fardin Abdali-Mohammadi, Abdolhossein Fathi
    Computer Engineering and Applications Journal, pp.131-138, 2014
  34. "Automatic vessel network features quantification using local vessel pattern operator"
    Abdolhossein Fathi, Ahmad Reza Naghsh-Nilchi, Fardin Abdali-Mohammadi
    COMPUTERS IN BIOLOGY AND MEDICINE, No 2003775, 2013
  35. "automatic wavelet-based retinal blood vessels segmentation and vessel diameter estimation"
    Abdolhossein Fathi, Ahmad Reza Naghsh-Nilchi
    Biomedical Signal Processing and Control, No 2004904, 2013
  36. "antsrec a semantic recommender system based on ant colony meta-heuristic in electronic commerce"
    m s, Abdolhossein Fathi, Fardin Abdali-Mohammadi
    International Journal of Advanced Science and Technology, 2013
  37. "efficient image denoising method based on a new adaptive wavelet packet thresholding function"
    Abdolhossein Fathi, Ahmad Reza Naghsh-Nilchi
    IEEE TRANSACTIONS ON IMAGE PROCESSING, No 2007046, 2012
  38. "noise tolerant local binary pattern operator for efficient texture analysis"
    Abdolhossein Fathi, Ahmad Reza Naghsh-Nilchi
    PATTERN RECOGNITION LETTERS, No 2012976, 2012
  39. "general rotation-invariant local binary patterns operator with application to blood vessel detection in retinal images"
    Abdolhossein Fathi, Ahmad Reza Naghsh-Nilchi
    PATTERN ANALYSIS AND APPLICATIONS, No 2012974, 2011
  40. "integrating adaptive neuro-fuzzy inference system and local binary pattern operator for robust retinal blood vessels segmentation"
    Abdolhossein Fathi, Ahmad Reza Naghsh-Nilchi
    NEURAL COMPUTING and APPLICATIONS, No 2012144, 2011

Conference Paper

  1. "Prediction of protein - peptide binding residues using classification algorithms"
    Shima Shafiee, Abdolhossein Fathi, Fardin Abdali-Mohammadi
    2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE),
  2. "Application of Combined Decision Trees Function for Optimization Issues"
    Abdolhossein Fathi, Shima Shafiee
    2rd iInternational Conference on Knowledge-based Research in Computer Engineering and Information Technology,
  3. "A blind watermarking method for color images using a finite edge conversion, discrete wavelet transform and singular values decomposition"
    Tayebeh Salehnia, Abdolhossein Fathi
    4th International conference on Combinatorics, Cryptography and Computer Science and Computing,
  4. "FPGA based photovoltaic madules"
    Mohammad Amirian, Abdolhossein Fathi
    National Conference on Electrical Computer and Medical Engineering,
  5. "Prediction of protein-peptide-binding amino acid residues regions using machine learning algorithms"
    Shima Shafiee, Abdolhossein Fathi
    26th International Computer Conference، Computer Society of Iran (CSICC),
  6. "The Comparisons of RSA DES and AES Encription Techniques"
    Abdolhossein Fathi, Tayebeh Salehnia
    4th National Conference on Industrial Mathematics,
  7. "A New DataSet fo Online Digitizer-Pen Persian/Arabic Handwriting Recognition"
    Sara Valikhani, Fardin Abdali-Mohammadi, Abdolhossein Fathi
    International Conference on Computer Engineering IT,
  8. "Identification based on ear images using local phase quantization and local binary pattern"
    Abdolhossein Fathi, SHABBOU SAJADI
    5th International Conference on Electrical and Computer Engineering with Emphasis on Native Knowledge,

Awards

  1. Distinguished Researcher of Department of Computer Engineering, Razi University 2016
  2. Distinguished PhD graduated of Computer Engineering, Isfahan University 2011
  3. Distinguished MSc graduated of Computer Architecture, Sharif University of Technology 2003
  4. Distinguished Student of Hardware Engineering, Iran University of Science & Technology 2000