14

Academic Experinece

2

Industrial Experience

14

Research Experience

Professional Affiliations

Pakistan Engineering Council
IEEE

Recent Publications

Articles
Abdul Mannan, Kashif Javed, Atta ur Rehman, Haroon A Babri, Serosh K Noon, “Cognition based Recognition of Partially Occluded Traffic Signs”, accepted at Scientia Iranica transactions on Computer Science & Engineering on 16-Jan-2022.
Noon, S. K., Amjad, M., Ali Qureshi, M., & Mannan, A. Computationally light deep learning framework to recognize cotton leaf diseases. Journal of Intelligent & Fuzzy Systems, (Preprint), 1-16.
Siddique, R., Raza, S., Mannan, A., Khalil, L., Alwaz, N., & Riaz, M. (2021). A modified NSGA approach for optimal sizing and allocation of distributed resources and battery energy storage system in distribution network. Materials Today: Proceedings, 47, S102-S109.
Noon, S. K., Amjad, M., Qureshi, M. A., & Mannan, A. (2020). Use of deep learning techniques for identification of plant leaf stresses: A review. Sustainable Computing: Informatics and Systems, 100443.
Mannan, A., Javed, K., & Noon, S. K. (2020, November). Statistical Boosting: A Preprocessing Technique to Enhance Performance of Machine Learning and Deep Learning Models on Partially Occluded Traffic Signs. In 2020 IEEE 23rd International Multitopic Conference (INMIC) (pp. 1-6). IEEE.
Mannan, A., Javed, K., Rehman, A. U., Babri, H. A., & Noon, S. K. (2019). Classification of degraded traffic signs using flexible mixture model and transfer learning. IEEE Access, 7, 148800-148813
Mannan, A., Javed, K., Noon, S. K., & Babri, H. A. (2019). Optimized segmentation and multiscale emphasized feature extraction for traffic sign detection and recognition. Journal of Intelligent & Fuzzy Systems, 36(1), 173-188.
Mannan, A., Javed, K., & Noon, S. K. (2017). Maximum Relevance Maximum Anti-Redundancy (mRmA) Feature Selection. Pakistan Journal of Engineering and Applied Sciences.
Noon, S. K., Javed, K., Mannan, A., & Babri, H. A. (2017). Recognizing traffic signs using flexible Discrete Cosine Transform (DCT) grid. Scientia Iranica, 24(3), 1384-1394.
Mannan, A., Babri, H. A., & Saeed, M. (2012). Offline shape recognition using flexible DCT grid. Scientia Iranica, 19(6), 1722-1730.