Touseef Sadiq
PhD Research Fellow
PhD Research Fellow
Touseef is a PhD researcher at University of Agder, Norway. His current research focuses on deep multimodal learning for descriptive object identification in urban environments.
He obtained his B.E degree in computer engineering from Bahria university Islamabad, Pakistan and completed his MS degree in communications and computer networks engineering from Polytechnic university of Turin, Italy on fully funded scholarship.
His primary research interests include machine learning, computer vision, deep multimodal learning, and their applications.
Forskning
Deep Learning, Multimodal Machine Learning, Computer Vision, Representation Learning, Object Identification and Reterivel, Vision and Language Processing, Smart Cities Applications
Vitenskapelige publikasjoner
- Abdullah Almujally, Nouf; Mehmood Qureshi, Asifa; Alazeb, Abdulwahab; Rahman, Hameedur; Sadiq, Touseef; Alonazi, Mohammed; Algarni, Asaad; Jalal, Ahmad (2024). A Novel Framework for Vehicle Detection and Tracking in Night Ware Surveillance Systems. IEEE Access. ISSN: 2169-3536. 12s 88075 - 88085. doi:10.1109/ACCESS.2024.3417267.
- Yang, Jing; Sadiq, Touseef; Xiong, Jiale; Awais, Muhammad; Aslam Bhatti, Uzair; Alizadehsani, Roohallah; Gorriz, Juan Manuel (2024). A novel myocarditis detection combining deep reinforcement learning and an improved differential evolution algorithm. CAAI Transactions on Intelligence Technology. ISSN: 2468-6557. doi:10.1049/cit2.12289.
- Rasheed, Kumeel; Saad, Syed; Zaland, Ahmad; Khan, Muhammad Waqas; Ali, Zawar; Haris, Muhammad; Ammad, Syed; Sadiq, Touseef (2024). Circular economy and critical barriers: Mapping the pathways and success metrics for sustainable circular success in industrialised South Asian developing nations. Results in Engineering (RINENG). ISSN: 2590-1230. 24doi:10.1016/j.rineng.2024.102995.
- Farooqi, Ashfaq Hussain; Akhtar, Shahzaib; Rahman, Hameedur; Sadiq, Touseef; Abbass, Waseem (2024). Enhancing Network Intrusion Detection Using an Ensemble Voting Classifier for Internet of Things. Sensors. ISSN: 1424-8220. 24 (1). s 1 - 26. doi:10.3390/s24010127.
- Yusuf, Muhammad Ovais; Hanzla, Muhammad; Rahman, Hameedur; Sadiq, Touseef; Mudawi, Naif Al; Almujally, Nouf Abdullah; Algarni, Asaad (2024). Enhancing Vehicle Detection and Tracking in UAV Imagery: A Pixel Labeling and Particle Filter Approach. IEEE Access. ISSN: 2169-3536. 12s 72896 - 72911. doi:10.1109/ACCESS.2024.3401253.
- Ahmed, Saghir; Raza, Basit; Hussain, Lal; Sadiq, Touseef; Dutta, Ashit Kumar (2024). Enhancing multiclass COVID-19 prediction with ESN-MDFS: Extreme smart network using mean dropout feature selection technique. PLOS ONE. ISSN: 1932-6203. 19 (11). doi:10.1371/journal.pone.0310011.
- Liu, Ziang; Jian, Xiangzhou; Sadiq, Touseef; Shaikh, Zaffar Ahmed; Alfarraj, Osama; Alblehai, Fahad; Tolba, Amr (2024). Promoted Osprey Optimizer: a solution for ORPD problem with electric vehicle penetration. Scientific Reports. ISSN: 2045-2322. 14 (1). doi:10.1038/s41598-024-79185-6.
- Han, Huimin; Zeeshan, Zeeshan; Talpur, Bandeh Ali; Sadiq, Touseef; Bhatti, Uzair Aslam; Awwad, Emad Mahrous; Al-Razgan, Muna; Ghadi, Yazeed Yasid (2024). Studying long term relationship between carbon Emissions, Soil, and climate Change: Insights from a global Earth modeling Framework. International Journal of Applied Earth Observation and Geoinformation. ISSN: 1569-8432. 130doi:10.1016/j.jag.2024.103902.
- Yusuf, Muhammad Ovais; Hanzla, Muhammad; Al Mudawi, Naif; Sadiq, Touseef; Alabdullah, Bayan; Rahman, Hameedur; Algarni, Asaad (2024). Target detection and classification via EfficientDet and CNN over unmanned aerial vehicles. Frontiers in Neurorobotics. 18doi:10.3389/fnbot.2024.1448538.
- Hanzla, Muhammad; Yusuf, Muhammad Ovais; Al Mudawi, Naif; Sadiq, Touseef; Almujally, Nouf Abdullah; Rahman, Hameedur; Alazeb, Abdulwahab; Algarni, Asaad (2024). Vehicle recognition pipeline via DeepSort on aerial image datasets. Frontiers in Neurorobotics. 18doi:10.3389/fnbot.2024.1430155.
- Nazir, Anjum; Memon, Zulfiqar; Sadiq, Touseef; Rahman, Hameedur; Khan, Inam Ullah (2023). A Novel Feature-Selection Algorithm in IoT Networks for Intrusion Detection. Sensors. ISSN: 1424-8220. 23 (19). doi:10.3390/s23198153.
- Sadiq, Touseef; Omlin, Christian Walter Peter (2023). NLP-based Traffic Scene Retrieval via Representation Learning. Proceedings of the 9th World Congress on Electrical Engineering and Computer Systems and Science (EECSS 2023). ISBN: 978-1-990800-26-9. Avestia Publishing. MVML 108.
- Awais, Muhammad; Bhuva, Abhishek; Bhuva, Dipen; Fatima, Saman; Sadiq, Touseef (2023). Optimized DEC: An effective cough detection framework using optimal weighted Features-aided deep Ensemble classifier for COVID-19. Biomedical Signal Processing and Control. ISSN: 1746-8094. 86 (A). doi:10.1016/j.bspc.2023.105026.
- Sadiq, Touseef; Omlin, Christian Walter Peter (2023). Scene Retrieval in Traffic Videos with Contrastive Multimodal Learning. 2023 IEEE 35th International Conference on Tools with Artificial Intelligence (ICTAI 2023). ISBN: 9798350342734. IEEE Computer Society Digital Library. Chapter. s 1020 - 1025.
- Rasheed, Kumeel; Shahzad, Luqman; Saad, Syed; Khan, Hassaan Ali; Ahmed, Waqas; Sadiq, Touseef (2021). Parking Guidance System Using Wireless Sensor Networks. 2021 International Conference on Decision Aid Sciences and Application (DASA). ISBN: 978-1-6654-1634-4. IEEE conference proceedings. chapter.
Sist endret: 7.11.2023 20:11