فارسی العربیه

profile - Razi University

Faculty Member of Razi University

Razi University
صفحه فارسی
Abdolhossein Fathi

Abdolhossein Fathi

Associate Professor / Engineering / Dept. of Computer Engineering

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Journal Paper

  1. "Protein-peptide interaction region residues prediction using a generative sampling technique and ensemble deep learning-based models"
    Shima Shafiee, Abdolhossein Fathi, Ghazaleh Taherzadeh
    APPLIED SOFT COMPUTING, 2025
  2. "Fusing different color-space channels in a single-layer image for presentation attack detection"
    GHASEM MOHAMADMAJID, Abdolhossein Fathi
    MULTIMEDIA TOOLS AND APPLICATIONS, 2025
  3. "DP-site: A dual deep learning-based method for protein-peptide interaction site prediction"
    Shima Shafiee, Abdolhossein Fathi, Ghazaleh Taherzadeh
    METHODS, pp.17-29, 2024
  4. "Deep learning based System for automatic motorcycle license plates detection and recognition"
    Abdolhossein Fathi, Babak Moradi, Iman Zarei, Afshin Shirbandi
    Signal Image and Video Processing, 2024
  5. "Diagnosing of Skin Lesions Using Deep Convolutional Neural Network and Support Vector Machines"
    Tara Naghshbandi, Abdolhossein Fathi
    Journal of Computer and Knowledge Engineering, pp.37-48, 2024
  6. "Quality assessment of retargeted images using deep learning capabilities"
    Ahmad Absetan, Abdolhossein Fathi
    COMPUTERS and GRAPHICS-UK, 2024
  7. "Detection and Classification of Lung Cancer in Histopathology Images Using Deep Learning"
    Negin Ebrahim qajari, Abdolhossein Fathi
    Journal of Computing and Security, pp.19-28, 2024
  8. "Integration of local and global features for image retargeting quality assessment"
    Ahmad Absetan, Abdolhossein Fathi
    Signal Image and Video Processing, 2024
  9. "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
  10. "Automatic detection of vehicle occupancy and driver's seat belt status using deep learning"
    Sara Hosine, Abdolhossein Fathi
    Signal Image and Video Processing, 2022
  11. "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
  12. "Integration of Deep Learned and Handcrafted Features for Image Retargeting Quality Assessment"
    Ahmad Absetan, Abdolhossein Fathi
    CYBERNETICS AND SYSTEMS, 2022
  13. "Segmentation of waterbodies in remote sensing images using deep stacked ensemble model"
    Kaveh Moradkhani, Abdolhossein Fathi
    APPLIED SOFT COMPUTING, 2022
  14. "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
  15. "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
  16. "Fault tolerance in LWT-SVD based image watermarking systems using three module redundancy technique"
    Tayebeh Salehnia, Abdolhossein Fathi
    EXPERT SYSTEMS WITH APPLICATIONS, 2021
  17. "Genetic algorithm based local and global spectral features extraction for ear recognition"
    SHABBOU SAJADI, Abdolhossein Fathi
    EXPERT SYSTEMS WITH APPLICATIONS, 2020
  18. "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
  19. "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
  20. "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
  21. "EEG electrode selection for person identification thru a genetic-algorithm method"
    AHMED SAAD ALI, Fardin Abdali-Mohammadi, Abdolhossein Fathi
    JOURNAL OF MEDICAL SYSTEMS, 2019
  22. "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
  23. "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
  24. "Metric-learning-based high-discriminative local features extraction for iris recognition"
    Abdolhossein Fathi, Mahboobeh Mohammadi
    PATTERN ANALYSIS AND APPLICATIONS, 2018
  25. "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
  26. "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
  27. "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
  28. "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
  29. "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
  30. "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
  31. "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
  32. "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
  33. "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
  34. "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
  35. "Camera-baed eye blinks pattern detection for intelligent mouse"
    Abdolhossein Fathi, Fardin Abdali-Mohammadi
    Signal Image and Video Processing, 2015
  36. "A Genetic Algorithm-Based Feature Selection for Kinship Verification"
    Pendar Alirezazadeh, Abdolhossein Fathi, Fardin Abdali-Mohammadi
    IEEE SIGNAL PROCESSING LETTERS, pp.2459-2463, 2015
  37. "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
  38. "Improving Face Recognition Systems Security Using Local Binary Patterns"
    Abdolhossein Fathi, Fardin Abdali-Mohammadi
    Journal of Computing and Security, pp.55-62, 2015
  39. "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
  40. "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
  41. "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
  42. "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
  43. "noise tolerant local binary pattern operator for efficient texture analysis"
    Abdolhossein Fathi, Ahmad Reza Naghsh-Nilchi
    PATTERN RECOGNITION LETTERS, No 2012976, 2012
  44. "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
  45. "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
  46. "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

Conference Paper

  1. "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),
  2. "Integrating Structural Information: Comparing Classification-Based and Segmentation-Based Predictors for Protein-Peptide Region ResidueLevel Interaction"
    Shima Shafiee, Abdolhossein Fathi, Faezeh Safari
    2025 29th International Computer Conference, Computer Society of Iran (CSICC),
  3. "Leveraging a Structure-Based and Learning-Based Predictor Using Various Feature Groups in Bioinformatics (Case Study: Protein-Peptide Region Residue-Level Interaction)"
    Shima Shafiee, Abdolhossein Fathi
    14th International Conference on Computer and Knowledge Engineering (ICCKE),
  4. "A New DataSet fo Online Digitizer-Pen Persian/Arabic Handwriting Recognition"
    Sara Valikhani, Fardin Abdali-Mohammadi, Abdolhossein Fathi
    International Conference on Computer Engineering IT,
  5. "The Comparisons of RSA DES and AES Encription Techniques"
    Abdolhossein Fathi, Tayebeh Salehnia
    4th National Conference on Industrial Mathematics,
  6. "FPGA based photovoltaic madules"
    Mohammad Amirian, Abdolhossein Fathi
    National Conference on Electrical Computer and Medical Engineering,
  7. "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,
  8. "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,
  9. "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),
  10. "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 2023
  2. Distinguished Researcher of Department of Computer Engineering, Razi University 2016
  3. Distinguished PhD graduated of Computer Engineering, Isfahan University 2011
  4. Distinguished MSc graduated of Computer Architecture, Sharif University of Technology 2003
  5. Distinguished Student of Hardware Engineering, Iran University of Science & Technology 2000

Update: 2025-12-17