.Journals
Submitted
[1] Muhammad Ramzan, Mudassar Raza, Muhammad Sharif, Faisal Azam, Jungeun Kim,Seifedine Kadr. “Classification of Gastrointestinal Tract Disorders Using Fusion of Ant Colony based Optimized Features Obtained from InceptionNet and the Proposed GITNetModels" PLOS ONE [Impact Factor: 3.7– HEC Category: W, submitted]
[2] Muhammad Ramzan, Mudassar Raza, Muhammad Irfan Sharif, Muhammad Imran Sharif, Abida Sharif, “A Review on CADx System to Classify the Ailments of the Gastrointestinal Tract”, Artificial Intelligence in Medicine [Impact Factor: 7.5– HEC Category: W, submitted]
[3] Shahid Rasheed, Mudassar Raza, Muhammad Sharif, et al, White Blood Cell Image Analysis for Infection detection based on Virtual Hexagonal Trellis (VHT) by Using Deep Learning" (reference number: SREP-22-02581), (2022), Scientific Reports, [Impact Factor: 4.996– HEC Category: W, revision submitted]
[4] Inzamam Mashood Nasir, Mudassar Raza and Jamal Hussain Shah. “Human Action Recognition in Uncontrolled Environment – A Review. "CMES-Computer Modeling in Engineering & Sciences: [Impact Factor: 2.4 – HEC Category: W]. (Submitted)
[5] Shahid Rashid, Mudassar Raza, Muhammad Irfan Sharif, Muhammad Imran Sharif, MULTI-COLOR CHANNEL IMAGE FUSION FOR WHITE BLOOD CELL NUCLEI SEGMENTATION USING VIRTUAL HEXAGONAL TRELLIS, Biomedical Signal Processing and Control, [Impact Factor: 5.1– HEC Category: W, submitted]
[6] Aneeqa Ahmed, Mudassar Raza, Muhammad Irfan Sharif, Abdul Haseeb, Waqar Ishaq, “Data Hiding and Retrieval using Fusion of Edges and LSB-based Image Steganography”, Expert Systems, [Impact Factor: 3.3, – HEC Category: X]
[7] Arooj Rahim, Mudassar Raza, Muhammad Imran Sharif, Waqar Ishaq, Steven L. Fernandes, “Unusual Activity Categorization using Machine Learning”, Expert Systems, [Impact Factor: 3.3– HEC Category: X, submitted]
[8] Shaista Khanam, Mudassar Raza, Muhammad Irfan Sharif, Abida Sharif, Waqar Ishaq, “Anomaly Recognition in Surveillance Based on Feature Optimizer using Deep Learning”, CAAI Transactions on Intelligence Technology (2023) [Impact Factor: 5.1 – HEC Category: X] [submitted]
[9] Ehtesham Sultan, Mudassar Raza, Abdul Muiz, Muhammad Imran Sharif, Muhammad Irfan Sharif, Steven L. Fernandes , “Classification of COVID-19 Images using a Novel CNN Architecture with Feature Selection through Genetic Algorithm and Binary Dragonfly Algorithm”, Diagnostics (2023) [Impact Factor: 3.6 – HEC Category: X].
[10] Talha Meraj; Muhammad Sharif; Mudassar Raza; Waqar Ishaq, “A MAG-UNet++ Model for Breast Tumors Detection and Saliency Features based Classification" Journal of Digital Imaging [Impact Factor: 4.4 – HEC Category: W]. (Submitted)
[11] Muhammad Junaid Umer; Muhammad Sharif; Mudassar Raza, “Breast Cancer Segmentation from Ultrasound Images Using Multi-Attention Triple Decoder Deep Convolution Network”, Cognitive Computation (2023) [Impact Factor: 5.418 – HEC Category: W]. (Submitted)
[12] Kadry, Seifedine ; Bibi, Nimra; Masood, Saleha; Raza, Mudassar; Meraj, Talha; Rauf, Hafiz Tayyab, “A Novel Modified MD-UNet Architecture for Segmentation of White Blood Cells” Expert Systems, [Impact Factor: 3.3– HEC Category: X, submitted]
[13] Talha Meraj; Muhammad Imran Sharif; Mudassar Raza; Seifedine Kadry; Amerah Alabrah; Amir H. Gandomi, “Computer Vision based Plants Phenotyping: A Comprehensive Survey”, iScience [Impact Factor: 5.8– HEC Category: W, submitted]
Accepted/In press
[14] Inzamam Mashood Nasir, Mudassar Raza and Jamal Hussain Shah. "Improved Shark Smell Optimization Algorithm for Human Action Recognition in Uncontrolled Environment. "CMC-Computers, Materials & Continua (2023) [Impact Factor: 3.1 – HEC Category: W, Accepted].
Published
2023
[15] Nasir, I. M., Raza, M., Ulyah, S. M., Shah, J. H., Fitriyani, N. L., & Syafrudin, M. (2023). ENGA: Elastic Net-Based Genetic Algorithm for human action recognition. Expert Systems with Applications, 227, 120311.: [Impact Factor: 8.5 – HEC Category: W].
[16] Mumtaz, Sidrah, Mudassar Raza, Ofonime Dominic Okon, Saeed Ur Rehman, Adham E. Ragab, and Hafiz Tayyab Rauf. "A Hybrid Framework for Detection and Analysis of Leaf Blight Using Guava Leaves Imaging." Agriculture 13, no. 3 (2023): 667. [Impact Factor: 3.6 – HEC Category: Y].
[17] Fayyaz, Muhammad, Mussarat Yasmin, Muhammad Sharif, Tasswar Iqbal, Mudassar Raza, and Muhammad Imran Babar. "Pedestrian gender classification on imbalanced and small sample datasets using deep and traditional features." Neural Computing and Applications (2023): 1-32. [Impact Factor 6.0– HEC Category: W]
[18] Irum, Attia, Abdul Muiz Fayyaz, Sara Ayub, Mudassar Raza, Majed Alhaisoni, Muhammad Attique Khan, Abdullah Alqahtani, Heebum Kim, and Byeong-Gwon Kang. "Impulsive Noise Cancellation in OFDM System Using Low Density Parity Check." Computer Systems Science and Engineering (2023) [Impact Factor: 1.486 – HEC Category: Y].
[19] Umer, Muhammad Junaid, Muhammad Sharif, Mudassar Raza, and Seifedine Kadry. "A deep feature fusion and selection‐based retinal eye disease detection from OCT images." Expert Systems: e13232., 2023 [Impact Factor: 3.3– HEC Category: X]
[20] Fayyaz, Abdul Muiz, Mudassar Raza, Muhammad Sharif, Jamal Hussain Shah, Seifedine Kadry, and Oscar Sanjuán Martínez. "An Integrated Framework for COVID-19 Classification Based on Ensembles of Deep Features and Entropy Coded GLEO Feature Selection." International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 31, no. 01 (2023): 163-185. [Impact Factor: 1.5– HEC Category: X]
2022
[21] Khan, Wazir Zada, Qurat-ul-Ain Arshad, Mudassar Raza, and Muhammad Imran. "Quantum Cryptography a Real Threat to Classical Blockchain: Requirements and Challenges." Techrxiv (2022).
[22] Ramzan, Muhammad, Mudassar Raza, Muhammad Imran Sharif, and Seifedine Kadry. "Gastrointestinal Tract Polyp Anomaly Segmentation on Colonoscopy Images Using Graft-U-Net." Journal of Personalized Medicine 12, no. 9 (2022): 1459. [Impact Factor 3.4– HEC Category: W]
[23] Alkinani, Monagi H., Wazir Zada Khan, Quratulain Arshad, and Mudassar Raza. "HSDDD: a hybrid scheme for the detection of distracted driving through fusion of deep learning and handcrafted features." Sensors 22, no. 5 (2022): 1864. [Impact Factor 3.9– HEC Category: W]
[24] Rasheed, Shahid, Mudassar Raza, Muhammad Sharif, Seifedine Kadry, and Abdullah Alharbi. "Single Channel Image Enhancement (SCIE) of White Blood Cells Based on Virtual Hexagonal Filter (VHF) Designed over Square Trellis." Journal of Personalized Medicine 12, no. 8 (2022): 1232. [Impact Factor 3.4– HEC Category: W]
[25] Iqbal, Ahmed, Muhammad Sharif, Mussarat Yasmin, Mudassar Raza, and Shabib Aftab. "Generative adversarial networks and its applications in the biomedical image segmentation: a comprehensive survey." International Journal of Multimedia Information Retrieval (2022): 1-36. [Impact Factor 5.6– HEC Category: W]
[26] Azhar, Irfan, Mudassar Raza, Muhammad Sharif, Seifedine Kadry, and Seungmin Rho. "Union is Strength: Improving face sketch synthesis by fusing outcomes of Fully-Convolutional-Networks and Random Sampling Locality Constraint." Alexandria Engineering Journal 61, no. 12 (2022): 10727-10741. [Impact Factor 6.8– HEC Category: W]
[27] Inzamam Mashood Nasir, Mudassar Raza, Jamal Hussain Shah, Shui-Hua Wang, Usman Tariq, Muhammad Attique Khan, HAREDNet: A deep learning based architecture for autonomous video surveillance by recognizing human actions, Computers & Electrical Engineering, Volume 99, April 2022, 107805 [Impact Factor 4.3– HEC Category: W]
[28] Amin, Javaria, Muhammad Almas Anjum, Abida Sharif, Mudassar Raza, Seifedine Kadry, and Yunyoung Nam. "Malaria Parasite Detection Using a Quantum-Convolutional Network." CMC-COMPUTERS MATERIALS & CONTINUA 70, no. 3 (2022): 6023-6039. [Impact Factor 3.1– HEC Category: W]
[29] Fayyaz, Abdul Muiz, Kawther A. Al-Dhlan, Saeed Ur Rehman, Mudassar Raza, Waqar Mehmood, Muhammad Shafiq, and Jin-Ghoo Choi. "Leaf Blights Detection and Classification in Large Scale Applications." INTELLIGENT AUTOMATION AND SOFT COMPUTING 31, no. 1 (2022): 507-522. [Impact Factor 2– HEC Category: X]
2021
[30] Azhar, Irfan, Muhammad Sharif, Mudassar Raza, Muhammad Attique Khan, and Hwan-Seung Yong. "A Decision Support System for Face Sketch Synthesis Using Deep Learning and Artificial Intelligence." Sensors 21, no. 24 (2021): 8178. [Impact Factor 3.847– HEC Category: W]
[31] Shahzad, Asim, Mudassar Raza, Jamal Hussain Shah, Muhammad Sharif, and Ramesh Sunder Nayak. "Categorizing white blood cells by utilizing deep features of proposed 4B-AdditionNet-based CNN network with ant colony optimization." Complex & Intelligent Systems (2021): 1-17. [Impact Factor 6.700– HEC Category: X]
[32] Muhammad Ramzan, Mudassar Raza, Muhammad Sharif, Muhammad Attique Khan, Yunyoung Nam,” Gastrointestinal Tract Infections Classification Using Deep Learning”, CMC-Computers, Materials & Continua, v.69, no.3, pp.3239 – 3257 2021 [Impact Factor 3.860– HEC Category: W]
[33] Naz, Javeria, Muhammad Sharif, Mudassar Raza, Jamal Hussain Shah, Mussarat Yasmin, Seifedine Kadry, and S. Vimal. "Recognizing Gastrointestinal Malignancies on WCE and CCE Images by an Ensemble of Deep and Handcrafted Features with Entropy and PCA Based Features Optimization." Neural Processing Letters (2021): 1-26. [Impact Factor 2.565– HEC Category: W]
[34] Saba, Tanzila, Amjad Rehman, Rabia Latif, Suliman Mohamed Fati, Mudassar Raza, and Muhammad Sharif. "Suspicious Activity Recognition Using Proposed Deep L4-Branched-Actionnet with Entropy Coded Ant Colony System Optimization." IEEE Access 9 (2021): 89181-89197. [Impact Factor 3.476– HEC Category: W]
[35] Naz, Javeria, Muhammad Sharif, Mussarat Yasmin, Mudassar Raza, and Muhammad A. Khan. "Detection and Classification of Gastrointestinal Diseases using Machine Learning." Current Medical Imaging 17, no. 4 (2021): 479-490. [Impact Factor 1.315– HEC Category: Y]
[36] Amin, Javaria, Muhammad Sharif, Muhammad Almas Anjum, Ayesha Siddiqa, Seifedine Kadry, Yunyoung Nam, and Mudassar Raza. "3D semantic deep learning networks for leukemia detection." CMC-COMPUTERS MATERIALS & CONTINUA 69, no. 1 (2021): 785-799. [Impact Factor 3.860– HEC Category: W]
[37] Tanzila Saba, Amjad Rehman, Nor Shahida Mohd Jamail1, Souad Larabi Marie-Sainte, Mudassar Raza, and Muhammad Sharif, Categorizing the Students’ Activities for Automated Exam Proctoring Using Proposed Deep L2-GraftNet CNN Network and ASO Based Feature Selection Approach, IEEE Access 9, 47639-47656 2021 [Impact Factor 3.476– HEC Category: W]
[38] Sharif, Muhammad Imran, Muhammad Attique Khan, Musaed Alhussein, Khursheed Aurangzeb, and Mudassar Raza. "A decision support system for multimodal brain tumor classification using deep learning." Complex & Intelligent Systems (2021): 1-14. [Impact Factor 6.700– HEC Category: X]
[39] Naz, Mahwish, Jamal Hussain Shah, Muhammad Attique Khan, Muhammad Sharif, Mudassar Raza, and Robertas Damaševičius. "From ECG signals to images: a transformation-based approach for deep learning." PeerJ Computer Science 7 (2021): e386. [Impact Factor 2.41– HEC Category: W]
[40] Muhammad Fayyaz, Mussarat Yasmin, Muhammad Sharif, and Mudassar Raza,"J-LDFR: joint low-level and deep neural network feature representations for pedestrian gender classification," Neural Computing and Applications (2021): [Impact Factor 5.606– HEC Category: W]
2020
[41] Maryam Nisa, Jamal Hussain Shah, Shansa Kanwal, Mudassar Raza,Muhammad Attique Khan, Robertas Damaševiˇcius, Tomas Blažauskas, (2020), Hybrid Malware Classification Method Using Segmentation-Based Fractal Texture Analysis and Deep Convolution Neural Network Features, Applied science, 10(4966). [Impact Factor 2.474– HEC Category: X]
[42] Sharif, M., Amin, J., Raza, M., Anjum, M. A., Afzal, H., & Shad, S. A. (2020). Brain tumor detection based on extreme learning. Neural Computing and Applications, 32:15975–15987. [Impact Factor 4.774– HEC Category: W]
[43] Khan, M. A., Akram, T., Sharif, M., Javed, K., Raza, M., & Saba, T. (2020). An automated system for cucumber leaf diseased spot detection and classification using improved saliency method and deep features selection. Multimedia Tools and Applications, 79(25), 18627-18656. [Impact Factor 2.313– HEC Category: W]
[44] Amin, J., Sharif, M., Gul, N., Raza, M., Anjum, M. A., Nisar, M. W., & Bukhari, S. A. C. (2020). Brain Tumor Detection by Using Stacked Autoencoders in Deep Learning. Journal of Medical Systems, 44(2), 1-12. [Impact Factor 3.058– HEC Category: W]
[45] Sharif, M., Akram, T., Raza, M., Saba, T., & Rehman, A. (2020). Hand-crafted and deep convolutional neural network features fusion and selection strategy: an application to intelligent human action recognition. Applied Soft Computing, 87, 105986.p1-14 [Impact Factor 5.472– HEC Category: W]
[46] Sharif, M., Amin, J., Raza, M., Yasmin, M., & Satapathy, S. C. (2020). An integrated design of particle swarm optimization (PSO) with fusion of features for detection of brain tumor. Pattern Recognition Letters, 129, 150-157. [Impact Factor 3.255– HEC Category: W]
[47] Amin, J., Sharif, M., Anjum, M. A., Raza, M., & Bukhari, S. A. C. (2020). Convolutional neural network with batch normalization for glioma and stroke lesion detection using MRI. Cognitive Systems Research, 59, 304-311. [Impact Factor 1.902– HEC Category: W]
2019
[48] Amin, J., Sharif, M., Raza, M., Saba, T., Sial, R., & Shad, S. A. (2019). Brain tumor detection: a long short-term memory (LSTM)-based learning model. Neural Computing and Applications, 32, pages 15965–15973. [Impact Factor 4.774– HEC Category: W]
[49] Amin, Javeria, Muhammad Sharif, Mussarat Yasmin, Tanzila Saba, and Mudassar Raza. "Use of machine intelligence to conduct analysis of human brain data for detection of abnormalities in its cognitive functions." Multimedia Tools and Applications (2019): 79, pages 10955–10973. [Impact Factor 2.313– HEC Category: W]
[50] Amin, Javaria, Muhammad Sharif, Mudassar Raza, Tanzila Saba, and Muhammad Almas Anjum. "Brain Tumor Detection using Statistical and Machine Learning Method." Computer Methods and Programs in Biomedicine 177, Pages 69-79 (2019). [Impact Factor 3.632– HEC Category: W]
[51] Fayyaz, M., Yasmin, M., Sharif, M., Shah, J. H., Raza, M., & Iqbal, T. (2019). Person re-identification with features-based clustering and deep features. Neural Computing and Applications, 32(14), 10519-10540. [Impact Factor 4.774– HEC Category: W]
[52] Khan, Muhammad Attique, Muhammad Imran Sharif, Mudassar Raza, Almas Anjum, Tanzila Saba, and Shafqat Ali Shad. "Skin lesion segmentation and classification: A unified framework of deep neural network features fusion and selection." Expert Systems (2019): e12497. [Impact Factor 1.546– HEC Category: X]
2018
[53] Muhammad Rashid; Muhammad Attique; Muhammad Sharif; Mudassar Raza; Muhammad Masood; Farhat Afza, “Object Detection and Classification: A Joint Selection and Fusion Strategy of Deep Convolutional Neural Network and SIFT Point Features", Multimedia Tools and Applications 78, no. 12 (2019): 15751-15777 [Impact Factor 2.101– HEC Category: W] DOI: https://doi.org/10.1007/s11042-018-7031-0
[54] Javeria Amin, Muhammad Sharif, Amjad Rehman, Mudassar Raza, Muhammad Rafiq Mufti, Diabetic retinopathy detection and classification using hybrid feature set, Microscopy research and technique, 81, no. 9 (2018): 990-996DOI: 10.1002/jemt.23063 [Impact Factor 1.327– HEC Category: W]
[55] Saba, T., Bokhari, S. T. F., Sharif, M., Yasmin, M., & Raza, M. (2018). Fundus image classification methods for the detection of glaucoma: A review. Microscopy research and technique., 81.10 (2018): 1105-1121, https://doi.org/10.1002/jemt.23094 [Impact Factor 1.327– HEC Category: W]
[56] Raza, M., Sharif, M., Yasmin, M., Khan, M. A., Saba, T., & Fernandes, S. L. (2018). Appearance based pedestrians’ gender recognition by employing stacked auto encoders in deep learning. Future Generation Computer Systems, 88, 28-39 [Impact Factor 5.768– HEC Category: W] https://doi.org/10.1016/j.future.2018.05.002
[57] Mudassar Raza, Chen Zonghai, Saeed-Ur-Rehman, Wang Peng, Bao Peng, "Appearance based pedestrians’ head pose and body orientation estimation using deep learning", Neurocomputing 272 (2018): 647-659 [Impact Factor 4.072– HEC Category: W], https://doi.org/10.1016/j.neucom.2017.07.029
[58] Mudassar Raza, Chen Zonghai, Saeed Ur Rehman, Wang Peng, Wang Ji-kai, "Framework for estimating distance and dimension attributes of pedestrians in real-time environments using the monocular camera", Neurocomputing 275 (2018): 533-545 [Impact Factor 4.072– HEC Category: W],
https://doi.org/10.1016/j.neucom.2017.08.052
[59] Saeed ur Rehman, Chen Zonghai, Mudassar Raza, Wang Peng, Zhang Qibin, “Person re-identification post-rank optimization via hypergraph-based learning”, Neurocomputing Journal, 287 (2018): 143-153. [Impact Factor 4.072– HEC Category: W] https://doi.org/10.1016/j.neucom.2018.01.086
[60] Amin, Javeria, Muhammad Sharif, Mudassar Raza, and Mussarat Yasmin. "Detection of Brain Tumor based on Features Fusion and Machine Learning." Journal of Ambient Intelligence and Humanized Computing (2018): 1-17. [Impact Factor 1.910– HEC Category: W]
2017
[61] Sharif, M., Irum, I., Yasmin, M., & Raza, M. (2017). Salt & Pepper Noise Removal from Digital Color Images Based on Mathematical Morphology and Fuzzy Decision. Nepal Journal of Science and Technology, 18(1), 1-7. [ISI indexed]
2016
[62] M.S. Waqas Haider, Hadia Bashir, Mudassar Raza, Mussarat Yasmin, Prefix oriented N4WA coding scheme for improved tampering detection in relational data, Kuwait J. Sci., 43 (2016) 121-138. [Impact Factor 0.811– HEC Category: W]
[63] M. REHMAN, M. SHARIF, M. RAZA, Shape Features Extraction Method for Content based Image Retrieval, Sindh University Research Journal-SURJ (Science Series), 48 (2016). [ISI indexed– HEC Category: Y]
[64] M.S. Imran Qureshi, Mussarat Yasmin, Mudassar Raza, M.Y. Javed., Computer Aided Systems for Diabetic Retinopathy Detection Using Digital Fundus Images: A Survey, Current Medical Imaging Reviews, 12(4): (2016) 234-241. [Impact Factor 0.308– HEC Category: Y] DOI: 10.2174/1573405611666150929234644
2015
[65] M. Sharif, J.H. Shah, M. Raza, FACIAL FEATURE DETECTION AND RECOGNITION FOR VARYING POSES, Sci.Int.(Lahore), 27 (2015) 307-310. [ISI indexed]
[66] J.H. Shah, M. Sharif, M. Raza, M. Murtaza, Robust Face Recognition Technique under Varying Illumination, Journal of Applied Research and Technology, 13 (2015) 97-105.
[67] S.M. Shah Jamal Hussain, Raza Mudassar, Murtaza Marryam, Rehman Saeed-Ur, Robust Face Recognition Technique under Varying Illumination, Journal of Applied Research and Technology, 13 (2015) 97-105.
[68] G.A. Shah, A. Khan, A.A. Shah, M. Raza, M. Sharif, A REVIEW ON IMAGE CONTRAST ENHANCEMENT TECHNIQUES USING HISTOGRAM EQUALIZATION, Science International, 27 (2015). [ISI indexed]
[69] S. Masood, M. Sharif, M. Raza, M. Yasmin, M. Iqbal, M. Younus Javed, Glaucoma Disease: A Survey, Current Medical Imaging Reviews, 11 (2015) 272-283. [Impact Factor 0.613– HEC Category: Y]
[70] S. Masood, M. Sharif, A. Masood, M. Yasmin, M. Raza, A Survey on Medical Image Segmentation, Current Medical Imaging Reviews, 11 (2015) 3-14. [Impact Factor 0.613– HEC Category: Y]
[71] S.J. Khan, M. Sharif, M. Raza, M. Yasmin, J.H. Shah, Capsule Deformation in Pharmaceutical Industry by a Non-Contact Metrology Algorithm, Journal of Medical Imaging and Health Informatics, 5 (2015) 210-215. [Impact Factor 0.877– HEC Category: Recognized]
[72] I. Irum, M. Sharif, M. Yasmin, M. Raza, F. Azam, A Noise Adaptive Approach to Impulse Noise Detection and Reduction, Nepal Journal of Science and Technology, 15 (2014) 67-76. [ISI indexed]
[73] I. Irum, M. Sharif, M. Raza, M. Yasmin, Salt and Pepper Noise Removal Filter for 8-Bit Images Based on Local and Global Occurrences of Grey Levels as Selection Indicator, Nepal Journal of Science and Technology, 15 (2014) 123-132. [ISI indexed]
[74] I. Irum, M. Sharif, M. Raza, S. Mohsin, A Nonlinear Hybrid Filter for Salt & Pepper Noise Removal from Color Images, Journal of Applied Research and Technology, 13 (2015) 79-85.
[75] I. Irum, M. Shahid, M. Sharif, M. Raza, A Review of Image Denoising Methods, Journal of Engineering Science and Technology Review, 8 (2015) 41-48.
[76] A. Azeem, M. Sharif, J. Shah, M. Raza, Hexagonal scale invariant feature transform (H-SIFT) for facial feature extraction, Journal of Applied Research and Technology, 13 (2015) 402-408.
2014
[77] A. Masood, M. Sharif, M. Yasmin, M. Raza, Virtualization Tools, and Techniques: Survey, Nepal Journal of Science and Technology, 15 (2015) 141-150. [ISI indexed]
[78] S. Shaukat, K. Ayyub, W. Nisar, M. Raza, T. Umer, Ambiguity Detection Methods in Context Free Grammar, Research Journal of Applied Sciences, Engineering and Technology, 7 (2014) 4652-4655. [ISI indexed]
[79] M. Sharif, M. Ahmed, A. Shaheen, S. Riaz, M. Raza, AUTOMATION AND INTEGRATION OF TELEPHONY AND TICKETING SYSTEM FOR BURDEN MANAGEMENT IN CALL CENTERS, Sci.Int.(Lahore), 26 (2014) 1503-1505. [ISI indexed]
[80] A. Sharif, S. Latif, M.I. Sharif, M. Raza, Hand Posture Recognition Human Computer Interface, Research Journal of Applied Sciences, Engineering and Technology, 7 (2014) 735-739. [ISI indexed]
[81] M. Rehman, M. Sharif, M. Raza, Image Compression: A Survey, Research Journal of Applied Sciences, Engineering and Technology, 7 (2014) 656-672. [ISI indexed]
[82] M. Murtaza, M. Sharif, M. Raza, J.H. Shah, Face Recognition Using Adaptive Margin Fisher’s Criterion and Linear Discriminant Analysis, The International Arab Journal of Information Technology (IAJIT), 11(2), 1-11 (2014). [Impact Factor 0.582– HEC Category: Recognized]
[83] M.B. Mirza, M. Arslan, S.T.F. Bokhari, R. Zafar, M. Raza, Malicious Software Detection, Protection & Recovery Methods: A Survey, BRIS Journal of Adv. S & T, 2 (2014) 14-23.
[84] M.S. Jamal Hussain Shah, Mudassar Raza, Saeed-Ur-Rehman, Wireless USB Home Security System using Internet Technology, Research Journal of Applied Sciences, Engineering and Technology, 7 (2014) 1377-1380. [ISI indexed]
[85] N. Imran, S. Riaz, A. Shaheen, M. Sharif, M. Raza, COMPARATIVE ANALYSIS OF LINK STATE AND DISTANCE VECTOR ROUTING PROTOCOLS FOR MOBILE ADHOC NETWORKS, Science International, 26 (2014). [ISI indexed]
[86] A. Azeem, M. Sharif, M. Raza, M. Murtaza, A Survey: Face Recognition Techniques under Partial Occlusion, The International Arab Journal of Information Technology (IAJIT), 11(1), 1-10 (2014). [Impact Factor 0.582 HEC Category: Recognized]
[87] A. Aisha, S. Muhammad, S.J. Hussain, R. Mudassar, Face recognition invariant to partial occlusions, KSII Transactions on Internet and Information Systems (TIIS), 8 (2014) 2496-2511 [Impact Factor 0.561– HEC Category: X]
[88] Shah, J. H., Sharif, M., Raza, M., & Azeem, A. (2014). Face recognition across pose variation and the 3S problem. Turkish journal of electrical engineering & computer sciences, 22(6), 1423-1436. [ISI Indexed, Impact Factor: 0.407– HEC Category: X]
2013
[89] J. Shah, M. Sharif, M. Raza, and A. Azeem, "A Survey: Linear and Nonlinear PCA Based Face Recognition Techniques," The International Arab Journal of Information Technology (IAJIT), 10(6), 536-545 2013. [ISI Indexed, Impact Factor: 0.366– HEC Category: Recognized]
[90] M. SHARIF, M. HASSAN, M. H. KHAN, M. RAZA, A. U. KHAN, “Laser Guided Real Time Object Measurement and Distance Calculation System”, Sindh Univ. Res. Jour. (Sci. Ser.) Vol.45 (3) 467-476 (2013) (ISI Indexed-HEC Category: Y)
[91] W. Haider, M. Sharif, M. Raza, A. Wahab, J. Hussain, I. A. Khan, and U. Zia, "The Realization of Personalized E-Learning platform based on 3G Mobile phone and NGN control framework for SIP based IP Networks," Research Journal of Recent Sciences, vol. 2, pp. 85-89, 2013. [ISI Indexed]
[92] M. Hameed, M. Sharif, M. Raza, S. W. Haider, and M. Iqbal, "Framework for the Comparison of Classifiers for Medical Image Segmentation with Transform and Moment based features," Research Journal of Recent Sciences, vol. 2, pp. 1-10, 2013. [ISI Indexed]
[93] S. Masood, M. Sharif, M. Yasmin, M. Raza, and S. Mohsin, "Brain image Compression, a brief survey," Research Journal of Applied Sciences, Engineering and Technology, vol. 5, pp. 49-59, 2013. [ISI Indexed]
[94] M. Murtaza, M. Sharif, M. Raza, and J. H. Shah, "Analysis of Face Recognition Under Varying Facial Expression: A Survey," The International Arab Journal of Information Technology, vol. 10, No.4, pp. 378-388, 2013. [ISI Indexed, Impact Factor: 0.366– HEC Category: Recognized]
[95] M. Sharif, M. Raza, S. Mohsin, and J. H. Shah, "Microscopic Feature Extraction Method," Int. J. Advanced Networking and Applications, vol. 4, pp. 1700-1703, 2013.
[96] M. Sharif, J. H. Shah, S. Mohsin, and M. Raza, "Sub-Holistic Hidden Markov Model for Face Recognition," Research Journal of Recent Sciences, vol. 2, pp. 10-14, 2013. [ISI Indexed]
2012
[97] M. Raza, A. Adnan, M. Sharif, and S. W. Haider, "Lossless Compression Method for Medical Image Sequences Using Super-Spatial Structure Prediction and Inter-Frame Coding," Journal of Applied Research and Technology, vol. 10, pp. 618-628, 2012. [ISI Indexed, Impact Factor: 0.447- HEC Category: Recognized]
[98] W. Haider, M. S. Malik, M. Raza, A. Wahab, I. A. Khan, U. Zia, J. Tanveer, and H. Bashir, "A Hybrid Method for Edge Continuity Based on Pixel Neighbors Pattern Analysis (PNPA) for Remote Sensing Satellite Images," Int'l J. of Communications, Network and System Sciences, vol. 5, pp. 624-630, 2012.
[99] I. Irum, M. Raza, and M. Sharif, "File Systems for Various Operating Systems: A Review," Research journal of Applied Sciences, Engineering and Technology, vol. 4, pp. 2934-2947, 2012. [ISI Indexed]
[100] I. Irum, M. Raza, and M. Sharif, "Morphological Techniques for Medical Images: A Review," Research Journal of Applied Sciences, Engineering and Technology, vol. 4, pp. 2948-2962, 2012. [ISI Indexed]
[101] M. Raza, M. Iqbal, M. Sharif, and W. Haider, "A Survey of Password Attacks and Comparative Analysis on Methods for Secure Authentication," World Applied Sciences Journal, vol. 19, pp. 439-444, 2012. [ISI Indexed]
[102] M. Raza, M. Sharif, M. Yasmin, S. Masood, and S. Mohsin, "Brain Image Representation and Rendering: A Survey," Research Journal of Applied Sciences, Engineering and Technology, vol. 4, pp. 3274-3282, 2012. [ISI Indexed]
[103] M. Rehman, M. Iqbal, M. Sharif, and M. Raza, "Content Based Image Retrieval: Survey," World Applied Sciences Journal, vol. 19, pp. 404-412, 2012. [ISI Indexed]
[104] M. SHARIF, K. AYUB, D. SATTAR, and M. RAZA, "Real Time Face Detection," Sindh Univ. Res. Jour. (Sci. Ser.), vol. 44, pp. 597-600, 2012. [ISI Indexed-HEC Category: Y]
[105] M. Sharif, K. Ayub, D. Sattar, M. Raza, and S. Mohsin, "Enhanced and Fast Face Recognition by Hashing Algorithm," Journal of Applied Research and Technology (JART), vol. 10, pp. 607-617, 2012. [ISI Indexed, Impact Factor: 0.447- HEC Category: Recognized]
[106] M. Sharif, A. Azeem, and M. Raza, W. Haider, "A Novel Wormhole Detection Technique for Wireless Ad Hoc Networks," Int. J. Advanced Networking and Applications, vol. 3, pp. 1298-1301, 2012.
[107] M. Sharif, N. M. Butt, M. Raza, and M. Arshad, "Distributed Virtual Disk Storage System," Control Theory and Informatics, vol. 2, pp. 17-23, 2012.
[108] M. SHARIF, A. KHALID, M. RAZA, and S. MOHSIN, "Face Detection and Recognition Through Hexagonal Image Processing," Sindh Univ. Res. Jour. (Sci. Ser.), vol. 44, pp. 541- 548, 2012. [ISI Indexed-HEC Category: Y]
[109] M. Yasmin, S. Mohsin, M. Sharif, M. Raza, and S. Masood, "Brain Image Analysis: A Survey," World Applied Sciences Journal, vol. 19, pp. 1484-1494, 2012. [ISI Indexed]
[110] M. Yasmin, M. Sharif, S. Masood, M. Raza, and S. Mohsin, "Brain Image Enhancement-A Survey," World Applied Sciences Journal, vol. 17, pp. 1192-1204, 2012. [ISI Indexed]
[111] M. Yasmin, M. Sharif, S. Masood, M. Raza, and S. Mohsin, "Brain Image Reconstruction: A Short Survey," World Applied Sciences Journal, vol. 19, pp. 52-62, 2012. [ISI Indexed]
2011
[112] W. Haider, M. Sharif, and M. Raza, "Achieving Accuracy in Early Stage Tumor Identification Systems based on Image Segmentation and 3D Structure Analysis," Computer Engineering and Intelligent Systems, vol. 2, pp. 96-102, 2011.
[113] S. M. Muhammad Sharif, Muhammad Jawad, Muhammad Younas Javed, and M. Raza, "Face Recognition for Disguised Variations Using Gabor Feature Extraction," Australian Journal of Basic and Applied Sciences, vol. 5, pp. 1648-1656, 2011. [ISI Indexed]
[114] M. Sharif, A. Azeem, W. Haider, M. Raza, "Secured Overlapping Technique for Digital Watermarking," Innovative Systems Design and Engineering, vol. 2, pp. 178-186, 2011.
[115] M. Sharif, M. K. Ayub, M. Raza, and S. Mohsin, "Data Reductionality Technique for Face Recognition," PAKISTAN ACADEMY OF SCIENCES, vol. 48, pp. 229-234, 2011. [ HEC Category: Y]
[116] M. SHARIF, A. KHALID, R. Mudassar, and S. MOHSIN, "Face Recognition using Gabor Filters," Journal of Applied Computer Science & Mathematics, vol. 5, pp. 53-57, 2011.
[117] M. Sharif, S. Mohsin, R. Hanan, M. Javed, and M. Raza, "3D Face Recognition using Horizontal and Vertical Marked Strips," Sindh University Research Journal (SURJ), vol. 43, 2011. [ISI Indexed HEC Category: Y]
[118] M. Sharif, S. Mohsin, R. Hanan, M. Javed, and M. Raza, "Using nose Heuristics for Efficient Face Recognition," SINDH University Research Journal (Science Series), vol. 43, pp. 63-68, 2011. [ISI Indexed-HEC Category: Y]
[119] M. Sharif, M. Murtaza, W. Haider, and M. Raza, "Priority Based Congestion Control Routing in Wireless Mesh Network," Int. J. Advanced Networking and Applications, vol. 3, pp. 1147-1151, 2011.
[120] M. Sharif, "A new approach to compute convex hull," Innovative Systems Design and Engineering, vol. 2, pp. 187-193, 2011.
2008
[121] A. Shahzad, M. Sharif, M. Raza, and K. Hussain, "Enhanced Watershed Image Processing Segmentation," Journal of Information & Communication Technology, vol. 2, pp. 01-09, 2008. [ HEC Category: X]
2007
[122] B. A. Khan, M. Sharif, M. Raza, T. Umer, K. Hussain, and A. U. Khan, "An Approach for Surveillance Using Wireless Sensor Networks (WSN)," Journal of Information & Communication Technology, vol. 1, pp. 35-42, 2007. [ HEC Category: Y]
Conferences
Accepted
2023
[123] Mudassar Raza, Muhammad Zahid, Rab Nawaz, Muhammad Sharif, “Brain tumor classification based on deep visualized images using quantum machine learning” IBCAST, Pakistan (2023)
Published
2021
[124] Nasir, Inzamam Mashood, Mudassar Raza, Jamal Hussain Shah, Muhammad Attique Khan, and Amjad Rehman. "Human Action Recognition using Machine Learning in Uncontrolled Environment." In 2021 1st International Conference on Artificial Intelligence and Data Analytics (CAIDA), pp. 182-187. IEEE, 2021., Saudi Arabia
2019
[125] Sharif, Muhammad, Safdar Khan, Tanzila Saba, Mudassar Raza, and Amjad Rehman. "Improved Video Stabilization using SIFT-Log Polar Technique for Unmanned Aerial Vehicles." In 2019 International Conference on Computer and Information Sciences (ICCIS), pp. 1-7. IEEE, 2019. Saudi Arabia
[126] Amin, Javeria, Muhammad Sharif, Mudassar Raza, Tanzila Saba, and Amjad Rehman. "Brain Tumor Classification: Feature Fusion." In 2019 International Conference on Computer and Information Sciences (ICCIS), pp. 1-6. IEEE, 2019. Saudi Arabia
2017
[127] Mudassar Raza, Chen Zonghai, Saeed Ur Rehman, Jamal Hussain Shah, "Pedestrian Classification by Using Stacked Sparse Autoencoders", ICARM 2017 conference, 27-31 August 2017, Hefei China
[128] Mudassar Raza, Chen Zonghai, Saeed Ur Rehman, Ge Zhenhua, Wang Jikai, Bao Peng, “Part-wise pedestrian gender recognition via deep convolutional neural networks”. The 2017 IET International Conference on Biomedical Image and Signal Processing (ICBISP) Conference held on 13-14 May 2017 | Huazhong University of Science and Technology, Wuhan, China
2015
[129] J.H. Shah, C. Zong-hai, M. Raza, S. ur Rehman, Z. Chen-bin, Human Detection under Non-Controlled Environments, 系统仿真技术及其应用 (第 16 卷), (2015).
2016
[130] J.H. Shah, Z. Chen, S. ur Rehman, M. Raza, L. Mingqiang, Color Based Pre-Rank Categorization for Person Re-identification, 2016 International Conference on Intelligent Control and Computer Application (ICCA 2016)2016).
[131] Saeed ur Rehman, Zonghai Chen, Jamal Hussain Shah, Mudassar Raza, “Multi-Feature Fusion Based Re-Ranking for Person Re-Identification”, 5th International Conference on Audio, Language, and Image Processing (ICALIP2016), 213-216, 2016
2010
[132] M. Sharif, S. Mohsin, M. J. Jamal, and M. Raza, "Illumination Normalization Preprocessing for face recognition," in Environmental Science and Information Application Technology (ESIAT), 2010 International Conference on, 2010, pp. 44-47.
2009
[133] M. Sharif, Q.-A. Arshad, M. Raza, and W. Z. Khan, "[COMSCAN]: an optical music recognition system," in Proceedings of the 7th International Conference on Frontiers of Information Technology, 2009, p. 34.
[134] M. Sharif, S. Khan, S. J. Khan, and M. Raza, "An algorithm to find convex hull based on the binary tree," in Multitopic Conference, 2009. INMIC 2009. IEEE 13th International, 2009, pp. 1-6.
2008
[135] M. Murtaza, M. Sharif, M. Raza, and A. U. Khan, "A Unified Model for Computer Threat Protection (UMCTP)," Proceedings of the World Congress on Engineering and Computer Science, vol. 2173, 2008.
[136] Q. Naeem, M. Sharif, and M. Raza, "Improving audio data quality and compression," in Emerging Technologies, 2008. ICET 2008. 4th International Conference on, 2008, pp. 332-337.
[137] M. Sharif, T. Faiz, and M. Raza, "Time signatures-an implementation of Keystroke and click patterns for practical and secure authentication," in Digital Information Management, 2008. ICDIM 2008. Third International Conference on, 2008, pp. 559-562.
2007
[138] M. Raza. Faisal Saleem, Muhammad Sharif, Aman Ullah Khan, "ANTI SNIFFING TECHNIQUE FOR PACKET," in National Conference on Information Technology: Present Practices and Challenges, Asia-Pacific Institute of Management, 2007.
[139] R. M. Nazim, M. Sharif, M. Raza, and A. U. Khan, "Layered Compression Technique (LCT) Based on Entropy or Dictionary Methods," The First International Conference on Computer, Control & Communication (IC4), 2007.
Pedestrian Orientation Datasets, Prepared/compiled by me for deep learning
Full-body orientation dataset: https://drive.google.com/open?id=0B_BJnGynmpfXZi1jb3dWYkt6MWc
head pose dataset: https://drive.google.com/open?id=0B_BJnGynmpfXQWtadlkyTDNOVk
If you want to use these datasets for your research, please add following citations:
Raza M, Chen Z, Rehman SU, Wang P, Bao P. Appearance-based pedestrians’ head pose and body orientation estimation using deep learning. Neurocomputing. 2018 Jan 10;272:647-59.
Note: The datasets are compiled by collecting pictures from many existing datasets. The compiled datasets are made public after the approvals of owners of these existing datasets.
The datasets contain images from following existing datasets
VIPeR [1],
CAVIAR4REID [2],
ETHZ [3],
iLIDS-VID [4],
QMUL under Ground Re-IDentification (GRID) [5],
CAMPUS-Human dataset for human re-identification [6]
Market-1501 [7].
More details will be updated soon
References
[1] D. Gray, H. Tao, Viewpoint invariant pedestrian recognition with an ensemble of localized features, Computer Vision–ECCV 2008, (Springer, 2008), pp. 262-275.
[2] D.S. Cheng, M. Cristani, M. Stoppa, L. Bazzani, V. Murino, Custom Pictorial Structures for Re-identification, BMVC2011), pp. 6.
[3] A. Ess, B. Leibe, K. Schindler, L.V. Gool, A mobile vision system for robust multi-person tracking, Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on, (IEEE2008), pp. 1-8.
[4] T. Wang, S. Gong, X. Zhu, S. Wang, Person re-identification by video ranking, Computer Vision–ECCV 2014, (Springer, 2014), pp. 688-703.
[5] C.C. Loy, T. Xiang, S. Gong, Time-delayed correlation analysis for multi-camera activity understanding, International Journal of Computer Vision, 90 (2010) 106-129.
[6] Y. Xu, L. Lin, W.-S. Zheng, X. Liu, Human re-identification by matching compositional template with cluster sampling, Proceedings of the IEEE International Conference on Computer Vision2013), pp. 3152-3159.
[7] L. Zheng, L. Shen, L. Tian, S. Wang, J. Wang, Q. Tian, Scalable person re-identification: A benchmark, Proceedings of the IEEE International Conference on Computer Vision2015), pp. 1116-1124.