Dr. Mahdi Champour (Jampour)

Journal Papers

• Pinned Mahdi Jampour, Mohammad Zare, Malihe Javidi, "Advanced multi-gans towards near to real image and video colorization",
  Journal of Ambient Intelligence and Humanized Computing, Vol. 14, pp. 12857–12874, ISSN: 1868-5145
• Pinned Mahdi Jampour, Malihe Javidi, "Multiview Facial Expression Recognition, A Survey",
  IEEE Transactions on Affective Computing, ISSN: 1949-3045
• Haniyeh Gholami Sals Faal, Hassan Behzadi, Mahdi Jampour, "Topic Trends in Knowledge and Information Science in Domestic Prestigious Iranian Journals Based on the LDA Model",
  Sciences and Techniques of Information Management, ISSN: 2476-6658

• Amirhosein Zanganeh, Mahdi Jampour, Kamran Layeghi, "IAUFD: A 100k images dataset for automatic football image/video analysis",
  IET Image Processing, ISSN: 1751-9659

• Pinned Malihe Javidi, Saeid Abbaasi, Sara Naybandi Atashi, Mahdi Jampour, "Covid-19 Early Detection for Imbalanced or Low number of Data using a Regularized Cost-Sensitive CapsNet",
  Nature Scientific Reports, ISSN: 2045-2322
• Pinned Mahdi Jampour, Saeid Abbaasi, Malihe Javidi, "CapsNet Regularization and its Conjugation with ResNet for Signature Identification",
  Pattern Recognition, ISSN: 0031-3203
• Amirhosein Zanganeh, Kamran Layeghi, Mahdi Jampour, "An efficient Two Pathways Deep Architecture for Soccer Goal Recognition",
  Journal of Information and Communication Technology, ISSN: 2717-0411
• Mahdi Jampour, Mohammad-Shahram Moin, "A joint mapping and synthesis approach towards multi-view face analysis",
  International Journal of Pattern Recognition and Artificial Intelligence, ISSN: 0218-0014
• Amirhosein Zanganeh, Mahdi Jampour, Kamran Layeghi, "Soccer Highlight Recognition using Optimized Deep Neural Networks",
  The Journal on Computing Science and Information Technology, ISSN: 2676-5438
• Pinned Mahdi Jampour, Amin KarimiSardar, Hossein Rezaei Estakhroyeh, "An Autonomous Vision-based Shelf-reader Robot using Faster R-CNN",
  Industrial Robot, ISSN: 0143-991X

• Malihe Javidi, Mahdi Jampour, "A deep learning framework for text-independent writer identification",
  Engineering Applications of Artificial Intelligence, ISSN: 0952-1976
• Mahdi Jampour, Malihe Javidi, "A Joint DNN Architecture with explicit features for Signature Identification",
  Journal of Machine Vision and Image Processing, ISSN: 2383-1197

• Mahdi Jampour, Ali Naserasadi, "Chaos Game Identification and its application for offline signature identification",
  IET Biometrics, ISSN: 2047-4938

• Pinned Mahdi Jampour, Mohammad-Shahram Moin, Lap-Fai Yu, Horst Bischof, "Mapping Forests: A Comprehensive Approach for Nonlinear Mapping Problems",
  Journal of Mathematical Imaging and Vision, ISSN: 0924-9907

• Pinned Mahdi Jampour, Chen Li, Kun Zhou, Stephen Lin, Lap-Fai Yu, Horst Bischof, "Face Inpainting based on High-Level Facial Attributes",
  Computer Vision and Image Understanding, ISSN: 1077-3142

• Pinned Mahdi Jampour, Vincent Lepetit, Thomas Mauthner, Horst Bischof, "Pose-specific non-linear mappings in feature space towards multiview facial expression recognition",
  Image and Vision Computing, ISSN: 0262-8856

• Reza Ebrahimzadeh, Mahdi Jampour, "Efficient Handwritten Digit Recognition based on Histogram of Oriented Gradients and SVM",
  International Journal of Computer Applications
• Mohammed M. Javidi, Roghiyeh H. Fard, Mahdi Jampour, "Research in Random Parameters of Genetic Algorithm and its Application on TSP and Optimization Problems",
  Walailak Journal of Science and Technology

• Reza Ebrahimzadeh, Mahdi Jampour, "Chaos Genetic Algorithm based on Lorenz Chaotic System for Optimization",
  International Journal of Intelligence System & Application

• Mahdi Jampour, Reza Ebrahimzadeh, Mahdi Yaghoobi, Adel Soleimani-Nejad, "Towards A Fast Method for IRIS Identification With Fractal and Chaos Game Theory",
  International Journal of Pattern Recognition and Artificial Intelligence, ISSN: 0218-0014

• Mahdi Jampour, Ali Naserasadi, Majid Estilayee, Maryam Ashourzadeh, "Extract and Classification of Iris Images by Fractal Dimension and Efficient Color of Iris",
  International Journal of Computer Applications
• Yaser Norouzzadeh, Mahdi Jampour, "A Novel Curvelet Thresholding Function for Additive Gaussian",
  International Journal of Computer Theory and Engineering

• Mahdi Jampour, M. M. Javidi, A. Soleymani Nejad, M. Ashourzadeh, M. Yaghoobi, "A New Technique in saving Fingerprint with low volume by using Chaos Game and Fractal Theory",
  Interactive Multimedia and Artificial Intelligence, ISSN: 1989-1660
• Pinned Mahdi Jampour, Mahdi Yaghoobi, Maryam Ashourzadeh, Adel Soleimani, "A New Fast Technique for Fingerprint Identification with Fractal and Chaos Game Theory",
  Fractals, ISSN: 0218-348X

Conference Papers

• Mahdi Jampour "Character Localization in Degraded Historical Documents via Heatmap-Guided UNet3+ with Application on Palimpsests",
  2025 12th International Conference on Soft Computing & Machine Intelligence (ISCMI), Brazil Excellent presentation award
• Pinned Mahdi Jampour "Revealing Palimpsests with Latent Diffusion Models: A Generative Approach to Image Inpainting and Handwriting Reconstruction",
  2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), USA
• Hussein Mohammed, Mahdi Jampour, Jost Gippert, "Inpainting with Generative AI: A Significant Step towards Automatically Deciphering Palimpsests",
  Studies in Manuscript Cultures (SMC), Vol. 42, 2025 Book Chapter

• Pinned Hussein Mohammed, Mahdi Jampour, "From Detection to Modeling: An End-to-End Paleographic System for Analysing Historical Handwriting Styles",
  Document Analysis Systems. DAS 2024 (ICDAR), Greece
• Mahdi Jampour, Hussein Mohammed, Jost Gippert, "Enhancing the Readability of Palimpsests Using Generative Image Inpainting",
  13th International Conference on Pattern Recognition Applications and Methods (ICPRAM), Italy
• Hussein Mohammed, Mahdi Jampour, "Small Patterns Detection in Historical Manuscripts using Very Few Annotated Examples",
  13th International Conference on Pattern Recognition Applications and Methods (ICPRAM), Italy

• Mahdi Jampour, Hussein Mohammed, Jost Gippert, "Synthetic MSI Images of Georgian Palimpsests (SGP Dataset)",
  Dataset, doi: 10.25592/uhhfdm.13378 Dataset
• Amirhosein Zanganeh, Ehsan Sharifi, Mahdi Jampour, "Converge intra-class and Diverge inter-class features for CNN-based Event Detection in football videos",
  6th International Conference on Pattern Recognition and Image Analysis (IPRIA), Iran

• Mahdi Jampour, Amin KarimiSardar, "Facial Expression Recognition using Multi-Feature Concatenation of Local Face Components and Hierarchical SVM",
  5th International Conference on Pattern Recognition and Image Analysis (IPRIA)
• Hossein Rahmatpour, Mahdi Jampour, "Recognition of Fake images generated by GANs using Deep and Classic features",
  5th International Conference on Pattern Recognition and Image Analysis (IPRIA)

• Mohammad Zare, Kimia Bazargan Lari, Mahdi Jampour, Pirooz Shamsinejad, "Multiple GANs And Its Application For Pseudo-Coloring",
  4th International Conference on Pattern Recognition and Image Analysis (IPRIA)
• Amirhosein Zanganeh, Mahdi Jampour, "Automatic Weak Learner Selection for Pattern Recognition and its application in Soccer Goal Recognition",
  4th International Conference on Pattern Recognition and Image Analysis (IPRIA)
• Mohammad Zare, Mahdi Jampour, Afsane Saee Arezoomand, Mohammad Sabouri, "Handwritten Recognition in Hand Gesture Recognition based on Deterministic Finite Automata and Fuzzy Logic",
  4th International Conference on Pattern Recognition and Image Analysis (IPRIA)

• Mohammad-Amin Karimi, Mahdi Jampour, "روشی بلادرنگ برای تشخیص و کدگشایی کدهای میله‌ای در حضور ناپایداری‌های کاربردهای واقعی نظیر مات‌شدگی",
  3rd International Conference on Pattern Recognition and Image Analysis (IPRIA)

• Pinned Mahdi Jampour, Thomas Mauthner, Horst Bischof, "Pairwise Linear Regression: An Efficient and Fast Multi-view Facial Expression Recognition",
  11th IEEE International Conference on Automatic Face and Gesture Recognition (FG)
• Mahdi Jampour, Thomas Mauthner, Horst Bischof, "Multi-view Facial Expressions Recognition using Local Linear Regression of Sparse Codes",
  20th Computer Vision Winter Workshop (CVWW)

• Roghiyeh H. Fard, Mohammad M. Javidi, Soheila Khatami, Mahdi Jampour, "An Effective Adaptive Technique for Impulse Noise Detection and Reduction in Digital Images",
  HIS 2011
• Mohammad Zare, Mahdi Jampour, Issa Rashid Farrokhi, "A Heuristic Method for Gray Images Pseudo Coloring with Histogram and RGB Layers",
  ICCCD 2011
• Mohammad M. Javidi, Soheila Khatami, Roghiyeh H. Fard, Mahdi Jampour, "An Efficient Method for Impulse Noise Detection and Reduction in High Density Noisy Images",
  ICIS 2011
• Pinned Mahdi Jampour, Mohsen Jampour, Maryam Ashourzadeh, Mahdi Yaghoobi, "A Fuzzy Expert System to Diagnose Diseases with Neurological Signs in Domestic Animal",
  ITNG 2011
• Shahrzad H. Ashourzadeh, Mahdi Jampour, Keyvan Rahimizadeh, "استفاده از داده‌کاوی در بررسی رفتار مشتریان و ارتباط معنایی محصولات خریداری شده بر اساس سبد خرید",
  SCIT 2010

• Mahdi Jampour, Maryam Ashourzadeh, Majid Estilayee, Ali Naserasadi, "یک روش ترکیبی بهبود یافته با ادغام دو سیستم آشوبناک جهت رمزنگاری تصاویر دیجیتال",
  ITPF 2010
• Reza Ebrahim Zadeh, Mahdi Yaghoobi, Mahdi Jampour, "یک تکنیک جدید در شناسایی عنبیه چشم بوسیله تئوری فرکتال",
  MVIP 2010
• Mahdi Jampour, Mehdi Ziari, Reza Ebrahim Zadeh, Maryam Ashourzadeh, "Impulse noise Detection and Reduction using Fuzzy logic and Median Heuristic Filter",
  ICNIT 2010

• Mahdi Jampour, Hamid Shojaei, Maryam Ashourzadeh, Mahdi Yaghoobi, "Compressing of Fingerprint Images by Means of Fractals Feature",
  MVIP 2009
• Mahdi Jampour, Maryam Ashourzadeh, Mahdi Yaghoobi, Issa Rashidfarokhi, "Compressing images using Fractal characteristics by estimating the nearest neighbor",
  ITNG 2009
• Mahdi Jampour, Maryam Ashourzadeh, Mahdi Yaghoobi, "فشرده‌سازی وفقی تصاویر با استفاده از ویژگی فرکتال‌ها به کمک تخمینی از نزدیکترین همسایه",
  MVIP 2008
• Mahdi Jampour, Maryam Ashourzadeh, Mahdi Yaghoobi, "یک روش حل برای مسئله TSP با استفاده از الگوریتم ژنتیک به همراه یک تابع هیوریستیک",
  ISFS 2008
• Mahdi Jampour, Mohsen Jampour, Mahdi Yaghoobi, "بکارگیری منطق فازی در ارائه سیستم خبره فازی جهت تشخیص بیماری‌های دامی همراه با تظاهرات عصبی",
  IKT 2007
• Mahdi Jampour, Maryam Ashourzadeh, Mahdi Yaghoobi, "یک الگوی فشرده‌سازی با نرخ بالا جهت تصاویر اثرانگشت به کمک ویژگی فرکتال‌ها",
  NEEC 2009
• Mahdi Jampour, Mohammad Bagher Naghibi, Mahdi Yaghoobi, "یک روش ترکیبی ابتکاری جهت گروه‌بندی و شناسایی حروف فارسی به کمک مدل مخفی مارکوف و سیستم خبره فازی",
  ICEEE 2009