firasabedi - أعضاء هيئة التدريس

د. فراس عابدي باحث متخصّص في مجالات الذكاء الاصطناعي، وإنترنت الأشياء (IoT)، وإنترنت الأشياء الصحية (IoHT)، والشبكات المعرفة بالبرمجيات (SDN)، مع خبرة إضافية في معالجة الصور بالاعتماد على التعلّم العميق وإعادة البناء متعددة الكاميرات في بيئات المدى الديناميكي العالي (HDR). يركّز عمله على تطوير معماريات اتصال ذكية، وخوارزميات تكيفية لتحسين الشبكات، وحلول متقدّمة في الرؤية الحاسوبية للتطبيقات الهندسية والصحية. نشر د. فراس أبحاثه في مجلات دولية مرموقة، وشارك مُراجعًا في العديد من المؤتمرات والمجلات المتخصّصة في الذكاء الاصطناعي والهندسة، ويسهم بفاعلية في المجتمع العلمي من خلال البحث والإشراف الأكاديمي والعمل التحريري. يمتاز نهجه البحثي بالطابع البين-تخصصي الذي يجمع بين الشبكات والأنظمة الذكية وتقنيات التصوير، بهدف تطوير حلول عملية وقابلة للتوسع لبيئات الجيل القادم من الأنظمة الذكية.

Scientific Research

Abosinnee, Ali S; Bencsik, Gergely; Abedi, Firas; ,The impact of bio-inspired models on edge detection: a survey,Sixth International Conference on Computer Vision and Information Technology (CVIT 2025),13796,,9-18,2025,SPIE
Abosinnee, Ali S; Bencsik, Gergely; Abedi, Firas; ,Edges in image with illumination variations scenarios: a review: AS Abosinnee et al.,The Visual Computer,,,1-29,2025,Springer
Kareem, Zahraa Hashim; Malik, Rami Qais; Jawad, Sarmad; Abedi, Firas; ,Reinforcement Learning-Driven Task Offloading and Resource Allocation in Wireless IoT Networks,IEEE Access,,,,2025,IEEE
Al-Jaafari, Mohannad; Abedi, Firas; Yang, You; Liu, Qiong; ,Corner selection and dual network blender for efficient view synthesis in outdoor scenes,Pattern Recognition,166,,111668,2025,Pergamon
Abedi, Firas; Al-Baghdadi, Ahmed Fahim; ,Multi-objective optimization for vector quantization via genetic algorithm,Optics Continuum,3,5,808-822,2024,Optica Publishing Group
Abedi, Firas; ,Dense residual network for image edge detection,Multimedia Tools and Applications,83,42,90227-90242,2024,Springer US New York
Abedi, Firas; ,Edge detection algorithm for in-pixel lighting via genetic optimization algorithm,AIP Conference Proceedings,3092,1,040023,2024,AIP Publishing LLC
Abedi, Firas; Essa, Mohammad; Abosinnee, Ali S; Alwan, Adeil Abbas; Adnan, Mohanned; Al-Jawahry, Hassan M; ,Estimation of Camera Parameters via Gray Wolf Optimization Algorithm,2023 6th International Conference on Engineering Technology and its Applications (IICETA),,,378-382,2023,IEEE
Abed, Hanaa Ali; Hussein, Abbas Hameed Abdul; Issa, Samer Saeed; Kadeem, Sahar R Abdul; Majed, Safa; Al-Jawahry, Hassan M; ,Computational intelligence driven secure unmanned aerial vehicle image classification in smart city environment,2023 6th International Conference on Engineering Technology and its Applications (IICETA),,,180-186,2023,IEEE
Abedi, Firas; Ghanimi, Hayder MA; Algarni, Abeer D; Soliman, Naglaa F; El-Shafai, Walid; Abbas, Ali Hashim; Kareem, Zahraa H; Hariz, Hussein Muhi; Alkhayyat, Ahmed; ,Chimp Optimization Algorithm Based Feature Selection with Machine Learning for Medical Data Classification.,Comput. Syst. Sci. Eng.,47,3,2791-2814,2023,
Abedi, Firas; Al-Rawi, Osama Yaseen M; Alkhayyat, HR; Ali, Rabei Raad; Almohamadi, Mohammed; Abbas, Fatima Hashim; Al-Dayyeni, Wisam Subhi; ,Path Scheduling and Bandwidth Utilization for Urban Vehicular Adhoc Networks,Journal of Intelligent Systems and Internet of Things,9,2,120-129,2023,
Abedi, Firas; ,Digital pre-distorter system based on memoryless hammerstein model for high power amplifier impairments,Arabian Journal for Science and Engineering,49,5,6419-6428,2024,Springer Berlin Heidelberg Berlin/Heidelberg
Abedi, Firas; Ghanimi, Hayder MA; Sadeeq, Mohammed AM; Alkhayyat, Ahmed; Kareem, Zahraa H; Mahmood, Sarmad Nozad; Abbas, Ali Hashim; Abosinnee, Ali S; Al-Azzawi, Waleed Khaild; Jaber, Mustafa Musa; ,Hybrid deep learning enabled load prediction for energy storage systems,"Computers, Materials & Continua",75,2,3359-3374,2023,
Al-Ja'afari, Mohannad AM; Al-Rammahi, Laith FMH; Abedi, Firas; Al-Rikabi, Hussein MH; Gaba, Gurjot Singh; ,A simplified adaptive digital predistorter for a high power amplifier with memory effects based on direct learning architecture,AIP Conference Proceedings,2651,1,060010,2023,AIP Publishing LLC
Abedi, Firas; Yang, You; Liu, Qiong; ,An adaptive method to recover high dynamic range images from multi-camera systems in back-lighting scenario,Wireless Personal Communications,,,1-22,2024,Springer US New York
Al-muqarm, Abbas M Ali; Abedi, Firas; Abosinnee, Ali S; ,Quantum computing cryptography and lattice mechanism,Journal of information and communication convergence engineering,20,4,242-249,2022,
Abedi, Firas; Zeebaree, Subhi RM; Ageed, Zainab Salih; Ghanimi, Hayder MA; Alkhayyat, Ahmed; Sadeeq, Mohammed AM; Mahmood, Sarmad Nozad; Abosinnee, Ali S; Kareem, Zahraa H; Abbas, Ali Hashim; ,Severity based light-weight encryption model for secure medical information system,"Computers, Materials & Continua",74,3,5691-5704,2023,
Abdulkarem, Ahmed Mohammed; Abedi, Firas; Ghanimi, Hayder MA; Kumar, Sachin; Al-Azzawi, Waleed Khalid; Abbas, Ali Hashim; Abosinnee, Ali S; Almaameri, Ihab Mahdi; Alkhayyat, Ahmed; ,Robust automatic modulation classification using convolutional deep neural network based on scalogram information,Computers,11,11,162,2022,MDPI
Abdulsattar, Nejood Faisal; Abedi, Firas; Ghanimi, Hayder MA; Kumar, Sachin; Abbas, Ali Hashim; Abosinnee, Ali S; Alkhayyat, Ahmed; Hassan, Mustafa Hamid; Abbas, Fatima Hashim; ,Botnet detection employing a dilated convolutional autoencoder classifier with the aid of hybrid shark and bear smell optimization algorithm-based feature selection in FANETs,Big Data and Cognitive Computing,6,4,112,2022,MDPI
Abedi, Firas; Fahama, Hassoon Salman; Hamzah, Ayad; Mohammed, Firas; ,Adaptive Filter Predistorter for Memory Saleh Model,2022 5th International Conference on Engineering Technology and its Applications (IICETA),,,338-342,2022,IEEE
Alkhayyat, Ahmed; Abedi, Firas; Bagwari, Ashish; Joshi, Pooja; Jawad, Haider Mahmood; Mahmood, Sarmad Nozad; Yousif, Yousif K; ,"Fuzzy logic, genetic algorithms, and artificial neural networks applied to cognitive radio networks: A review",International Journal of Distributed Sensor Networks,18,7,15501329221113508,2022,"SAGE Publications Sage UK: London, England"
Balhara, Surjeet; Gupta, Nishu; Alkhayyat, Ahmed; Bharti, Isha; Malik, Rami Q; Mahmood, Sarmad Nozad; Abedi, Firas; ,"A survey on deep reinforcement learning architectures, applications and emerging trends",IET Communications,19,1,e12447,2025,
Abedi, Firas; Liu, Qiong; Yang, You; ,Multi-view high dynamic range reconstruction via gain estimation,2019 IEEE Visual Communications and Image Processing (VCIP),,,1-4,2019,IEEE
An, Pei; Liu, Qiong; Abedi, Firas; Yang, You; ,Novel calibration method for camera array in spherical arrangement,Signal Processing: Image Communication,80,,115682,2020,Elsevier
Alazzawi, Murtadha A; Chen, Kai; Yassin, Ali A; Lu, Hongwei; Abedi, Firas; ,Authentication and revocation scheme for VANETs based on Chinese remainder theorem,2019 IEEE 21st International Conference on High Performance Computing and Communications

فراس فاضل محمد عابدي

باحث

تقنيات الالكترونية والاتصالات

المعهد التقني / النجف

السيرة الذاتية

الاهتمامات البحثية

المؤهلات العلمية

الخبرات

المسؤليات

Positions

Scientific Research