Khan Muhammad

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Publications

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SCI/SCIE/IF Journal Articles (50)

  1. Khan Muhammad and Sung Wook Baik, Intelligent and Energy-Efficient Data Prioritization in Green Smart Cities: Current Challenges and Future Directions, IEEE Communications Magazine, Volume: 57 , Issue: 2: 60 - 65, 2019. [IF: 9.270, Q1]

  2. Khan Muhammad, Salman Khan, and Sung Wook Baik, Efficient Fire Detection from Videos of Uncertain Environment, IEEE Transactions on Industrial Informatics, 2019 (In Press). [IF: 5.43, Q1]

  3. Amin Ullah, Khan Muhammad, and Sung Wook Baik, Activity Recognition using Temporal Optical Flow Convolutional Features and Multi-Layer LSTM, IEEE Transactions on Industrial Electronics, 2019 (In Press). [IF: 7.05, Q1]

  4. Muhammad Sajjad, Ijaz Ul Haq, Khan Muhammad, and Sung Wook Baik, Robust Image Hashing for Efficient Authentication in Industrial IoT Applications, IEEE Transactions on Industrial Informatics, 2018 (Reject and Resubmit). [IF: 5.43, Q1]

  5. Irfan Mehmood, Amin Ullah, Khan Muhammad, and Muhammad Sajjad, Efficient Image Recognition and Retrieval on IoT-Assisted Energy-Constrained Platforms from Big Data Repositories, IEEE IoT, 2019 (In Press). [IF: 5.863, Q1]

  6. Salaman Khan, Khan Muhammad, and Sung Wook Baik, Energy-Efficient Deep CNN for Smoke Detection in Foggy IoT Environment, IEEE IoT, 2019 (In Press). [IF: 5.863, Q1]

  7. Khan Muhammad, Tanveer Hussain, and Sung Wook Baik, Efficient CNN based summarization of surveillance videos for resource-constrained devices, Pattern Recognition Letters, 2018 (In Press). [IF: 1.952, Q2]

  8. Tanveer Hussain, Khan Muhammad, and Sung Wook Baik, A Comprehensive Survey on Multi-View Video Summarization, IEEE Transactions on Cybernetics, 2018 (In review). [IF: 8.803, Q1]

  9. Muhammad Sajjad, Muhammad Irfan, Mansoor Nasir, Khan Muhammad, and Sung Wook Baik, An Efficient and Scalable Simulation Model for Autonomous Vehicles with Economical Hardware, IEEE Transactions on Intelligent Transportation Systems, 2018 (In Peer Review). [IF: 4.051, Q1]

  10. Amin Ullah, Khan Muhammad, Ijaz Ul Haq, and Sung Wook Baik, Action Recognition using Optimized Deep Autoencoder and CNN for Surveillance Data Streams of Non-Stationary Environments, Future Generation Computer Systems, Volume 96, July 2019, Pages 386-397. [IF: 4.639, Q1]

  11. Muhammad Sajjad, Salman Khan, Khan Muhammad, Wanqing Wu, Amin Ullah, and Sung Wook Baik, Multi-Grade Brain Tumor Classification using Deep CNN with Extensive Data Augmentation, Journal of Computational Science, Volume 30, January 2019, Pages 174-182. [IF: 1.925, Q2]

  12. Ijaz Ul Haq, Khan Muhammad, Amin Ullah, Sung Wook Baik, and Mi Young Lee, DeepStar: Detecting Starring Characters in Movies, IEEE Access, Vol. 7 (29 January): 9265 - 9272, 2019. [IF: 3.244, Q1]

  13. Mansoor Nasir, Khan Muhammad, Jaime Lloret, Muhammad Sajjad, Fog Computing Enabled Cost Effective Distributed Summarization of Surveillance Videos for Smart Cities, Journal of Parallel and Distributed Computing, Volume 126, April 2019, Pages 161-170. [IF: 1.930, Q2]

  14. Khan Muhammad, Jamil Ahmad, and Sung Wook Baik, Efficient Deep CNN-Based Fire Detection and Localization in Video Surveillance Applications, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2018 (In Press). [IF: 5.131, Q1]

  15. Khan Muhammad, Rafik Hamza, Jamil Ahmad, Jaime Lloret, Haoxiang Wang, and Sung Wook Baik, Secure Surveillance Framework for IoT systems using Probabilistic Image Encryption, IEEE Transactions on Industrial Informatics, Vol. 14 (8 August): 3679 - 3689, 2018. [IF: 5.43, Q1]

  16. Khan Muhammad, Jamil Ahmad, and Sung Wook Baik, Early Fire Detection using Convolutional Neural Networks during Surveillance for Effective Disaster Management, Neurocomputing, 288 (May): 30-42, 2018. [IF: 3.317, Q1]

  17. Amin Ullah, Jamil Ahmad, Khan Muhammad, Muhammad Sajjad, and Sung Wook Baik, Action Recognition in Video Sequences using Deep Bidirectional LSTM with CNN Features, IEEE Access, Vol. 6: 1155 - 1166, 2018. [IF: 3.244, Q1]

  18. Jamil Ahmad, Khan Muhammad, Jaime Lloret, and Sung Wook Baik, Efficient Conversion of Deep Features to Compact Binary Codes using Fourier Decomposition for Multimedia Big Data, IEEE Transactions on Industrial Informatics, Vol. 14 (7 July): 3205 - 3215, 2018. [IF: 5.43, Q1]

  19. Jamil Ahmad, Khan Muhammad, and Sung Wook Baik, Medical Image Retrieval with Compact Binary Codes Generated in Frequency Domain using Highly Reactive Convolutional Features, Journal of Medical Systems, 2017 (Published). [IF: 2.456, Q2]

  20. Jamil Ahmad, Khan Muhammad, Wakeel Ahmad, Melvyn Smith, Lyndon Smith, Deepak Jain, Haoxiang Wang, and Irfan Mehmood, Visual features based boosted classification of weeds for real-time selective herbicide sprayer systems, Computers in Industry, 98 (June): 23-33, 2018 [IF: 2.691, Q2]

  21. Jamil Ahmad, Khan Muhammad, and Sung Wook Baik, Partially Shaded Sketch-based Image Search in Real Mobile Device Environments via Sketch-Oriented Compact Neural Codes, Journal of Real-Time Image Processing, 2017 (In Press). [IF: 2.010, Q2]

  22. Jamil Ahmad, Khan Muhammad, and Sung Wook Baik, Endoscopic Image Classification and Retrieval using Clustered Convolutional Features, Journal of Medical Systems, 2017 (Published). [IF: 2.456, Q2]

  23. Muhammad Sajjad, Salman Khan, Tanveer Hussain, Khan Muhammad, and Sung Wook Baik, CNN based Anti-Spoofing Two Tier Multi-Factors Authentication System, Pattern Recognition Letters, 2017 (In Press). [IF: 1.995, Q2]

  24. Zahoor Ur Rehman, Sidra Nasim Khan, Khan Muhammad, Jong Weon Lee, and Irfan Mehmood, Machine Learning-Assisted Signature and Heuristic-based Detection of Malwares in Android Devices, Computers & Electrical Engineering, 2017 (In press). [IF: 1.570, Q3]

  25. Peer Azmat Shah, Khalid Mahmood Awan, Zahoor Ur Rehman, Khalid Iqbal, Farhan Aadil, Khan Muhammad, Irfan Mehmood, and Sung Wook Baik, A Route Optimized Distributed IP-based Mobility Management Protocol for Seamless Handover across Wireless Mesh Networks, Mobile Networks and Applications, 2017 (In Press). [IF: 3.259, Q1]

  26. Muhammad Fahad, Farhan Aadil, Zahoor Ur Rehman, Salabat Khan, Khan Muhammad, Jaime Lloret, Haoxiang Wang, Jong Weon Lee, and Irfan Mehmood, Grey wolf optimization based clustering algorithm for vehicular ad-hoc networks, Computers & Electrical Engineering, 2017 (In press). [IF: 1.570, Q3]

  27. Muhammad Sajjad, Mansoor Nasir, Fathu min Allah, Khan Muhammad, and Sung Wook Baik, Raspberry Pi Assisted Facial Expression Recognition Framework for Smart Security in Law-Enforcement Services, Information Sciences, 2017 (In Press). [IF: 4.832, Q1]

  28. Taayab Ateeq, Muhammad Nadeem Majeed, Syed Muhammad Anwar, Muazzam Maqsood, Zahoor Ur Rehman, Jong Weon Lee, Khan Muhammad, Sung Wook Baik, Irfan Mehmood, Ensemble Classifiers Assisted Detection of Cerebral Microbleeds in Brain MRI, Computers & Electrical Engineering, 2017 (In press). [IF: 1.570, Q3]

  29. Nasir Rahim, Jamil Ahmad, Khan Muhammad, and Sung Wook Baik, Privacy-Preserving Image Retrieval for Mobile Devices with Deep Features on the Cloud, Computer Communications, Volume 127, September 2018, Pages 75-85, 2018. [IF: 3.338, Q1]

  30. Rafik Hamza, Khan Muhammad, P.Bellavista, Faiza Titouna, A Fast Image Encryption Scheme based on New PRNG for Keyframes Extracted during Wireless Capsule Endoscopy, Wireless Networks, 2017 (In Peer Review). [IF: 1.584, Q2]

  31. Abdul Malik Badshah, Nasir Rahim, Noor Ullah, Jamil Ahmad, Khan Muhammad, Mi Young Lee, Soon-Il Kwan, and Sung Wook Baik, Deep Features-Based Speech Emotion Recognition for Smart Affective Services, Multimedia Tools and Applications, 2017 (In Press). [IF: 1.530, Q2]

  32. Mansoor Nasir, Naveed Abbas, Tamleek Ali Tanveer, Khan Muhammad, Muhammad Sajjad, et al., Towards Prioritization in Distributed Alert Fusion using Distributed Hash Tables, Journal of Network and Systems Management, 2017 (In Revision). [IF: 1.588, Q2]

  33. Muhammad Sajjad, Mansoor Nasir, Khan Muhammad, Siraj Khan, Zahoor Jan, and Sung Wook Baik, Raspberry Pi Assisted Face Recognition Framework for Enhanced Law-Enforcement Services in Smart Cities, Future Generation Computer Systems, 2017 (In Press). [IF: 3.997, Q1]

  34. Irfan Mehmood, Muhammad Sajjad, Khan Muhammad, Syed Inayat Ali Shah, Arun Kumar Sangaiah, Muhammad Shoaib, and Sung Wook Baik, An Efficient Computerized Decision Support System for the Analysis and 3D Visualization of Brain Tumor, Multimedia Tools and Applications, 2018 (In Press). [IF: 1.530, Q2]

  35. Jamil Ahmad, Khan Muhammad, Sambit Bakshi, and Sung Wook Baik, Object-Oriented Convolutional Features for Fine-Grained Image Retrieval in Large Surveillance Datasets, Future Generation Computer Systems, 81 (April): 314-330, 2018. [IF: 3.997, Q1]

  36. Rafik Hamza, Khan Muhammad, Arunkumar Nachiappan, and Gustavo Ramírez González, Hash based Encryption for Keyframes of Diagnostic Hysteroscopy, IEEE Access, 2017 (Published). [IF: 3.244, Q1]

  37. Jamil Ahmad, Khan Muhammad, and Sung Wook Baik, Data Augmentation-Assisted Deep Learning of Hand-Drawn Partially Colored Sketches for Visual Search, Plos One, 2017. [IF: 2.806, Q1]

  38. Khan Muhammad, Jamil Ahmad, Irfan Mehmood, Seungmin Rho and Sung Wook Baik, Convolutional Neural Networks based Fire Detection in Surveillance Videos, IEEE Access, 2017. [IF: 3.244, Q1]

  39. Rafik Hamza, Khan Muhammad, Zhihan Lv, Faiza Titouna, Secure Video Summarization Framework for Personalized Wireless Capsule Endoscopy, Pervasive and Mobile Computing, 41 (October): 436-450, 2017. [IF: 2.349, Q2]

  40. Zahoor Jan, Arshad Khan, Muhammad Sajjad, Khan Muhammad, Seungmin Rho, Irfan Mehmood, A review on automated diagnosis of malaria parasite in microscopic blood smears images, Multimedia Tools and Applications, 77 (8): 9801–9826, 2018. [IF: 1.530, Q2]

  41. Khan Muhammad, Jamil Ahmad, Seungmin Rho, and Sung Wook Baik, Image Steganography for Authenticity of Visual Contents in Social Networks, Multimedia Tools and Applications, 76 (18): 18985–19004, 2017. [IF: 1.530, Q2]

  42. Muhammad Sajjad, Siraj Khan, Zahoor Jan, Khan Muhammad, H. Moon, J.T Kwak, S.W.Baik, and Irfan Mehmood, Leukocytes Classification and Segmentation in Microscopic Blood Smear: A Resource-Aware Healthcare Service in Smart Cities, IEEE Access, 5 (1): 3475-3489, 2016. [IF: 1.270, Q2]

  43. Khan Muhammad, Muhammad Sajjad, Irfan Mehmood, Seungmin Rho, and Sung Wook Baik, Image steganography using uncorrelated color space and its application for security of visual contents in online social networks, Future Generation Computer Systems, Volume 86, September 2018, Pages 951-960 2018. [IF: 3.997, Q1]

  44. Khan Muhammad, Muhammad Sajjad, Mi Young Lee, and Sung Wook Baik, Efficient visual attention driven framework for key frames extraction from hysteroscopy videos, Biomedical Signal Processing and Control, 33: 161-168, 2017. [IF: 1.521, Q3]

  45. Khan Muhammad, Muhammad Sajjad, and Sung Wook Baik, Dual-level security based cyclic18 steganographic method and its application for secure transmission of keyframes during wireless capsule endoscopy, Journal of medical systems, 40 (5): 1-16, 2016. [IF: 2.213, Q2]

  46. Muhammad Sajjad, Khan Muhammad, Sung Wook Baik, Seungmin Rho, Zahoor Jan, S.S. Yeo, and Irfan Mehmood, Mobile-cloud assisted framework for selective encryption of medical images with steganography for resource-constrained devices, Multimedia Tools and Applications, 76 (3): 3519–3536, 2017. [IF: 1.331, Q2]

  47. Khan Muhammad, Jamil Ahmad, Naeem Ur Rehman, Zahoor Jan, and Muhammad Sajjad, CISSKA-LSB: color image steganography using stego key-directed adaptive LSB substitution method, Multimedia Tools and Applications, 76(6): 8597–8626, 2017. [IF: 1.331, Q2]

  48. Khan Muhammad, Jamil Ahmad, Muhammad Sajjad, and Sung Wook Baik, Visual saliency models for summarization of diagnostic hysteroscopy videos in healthcare systems, SpringerPlus, 5(1): 1495, 2016. [IF: 0.982, Q2]

  49. Khan Muhammad, Muhammad Sajjad, Irfan Mehmood, Seungmin Rho, and Sung Wook Baik, A novel magic LSB substitution method (M-LSB-SM) using multi-level encryption and achromatic component of an image, Multimedia Tools and Applications, 75(22): 14867–14893, 2016. [IF: 1.331, Q2]

  50. Khan Muhammad, Jamil Ahmad, Haleem Farman, Zahoor Jan, Muhammad Sajjad, and Sung Wook Baik, A Secure Method for Color Image Steganography using Gray-Level Modification and Multi-level Encryption, KSII Transactions on Internet and Information Systems, 9(5): 1938-1962, 2015. [IF: 0.561, Q4]

Non-IF Journal Articles (9)

  1. Nasir Rahim, Jamil Ahmad, Khan Muhammad, Mi Young Lee, and Sung Wook Baik, Robust Processing of Visual Contents for Text Recognition in Surveillance Applications, Journal of Korean Institute of Next Generation Computing, 2018. [KCI, ISI indexed]

  2. Amin Ullah, Jamil Ahmad, Khan Muhammad, Irfan Mehmood, Mi Young Lee, Jun Ryeol Park, and Sung Wook Baik, Action Recognition in Movie Scenes using Features of Keyframes, Journal of Korean Institute of Next Generation Computing, 2017. [KCI, ISI indexed]

  3. Jamil Ahmad, Khan Muhammad, and Zahoor Jan, Exploiting angular profiles signature for shape-based image classification and retrieval, International Journal of Applied Pattern Recognition, 3 (3): 276-292, 2016. [ESCI]

  4. Khan Muhammad, Jamil Ahmad, Haleem Farman, Zahoor Jan, A New Image Steganographic Technique Using Pattern Based Bits Shuffling and Magic LSB for Grayscale Images, Sindh University Research Journal-SURJ (Science Series), 47(4): 723-728, 2015. [HEC CAT X]

  5. Khan Muhammad, Jamil Ahmad, Muhammad Sajjad, and Muhammad Zubair, Secure Image Steganography using Cryptography and Image Transposition, NED University Journal of Research, 12(4): 81-91, 2015. [HEC CAT Y]

  6. Khan Muhammad, Irfan Mehmood, Mi Young Lee, Su Mi Ji, and Sung Wook Baik, Ontology-based Secure Retrieval of Semantically Significant Visual Contents, Journal of Korean Institute of Next Generation Computing, 11(3): 83-93, 2015. [KCI, ISI indexed]

  7. Khan Muhammad, Zahoor Jan, Jamil Ahmad, and Zahid Khan, An Adaptive Secret Key-directed Cryptographic Scheme for Secure Transmission in Wireless Sensor Networks, Technical Journal, 20(3): 48-53, 2015. [HEC CAT Y]

  8. Khan Muhammad, Jamil Ahmad, Haleem Farman, and Muhammad Zubair, A Novel Image Steganographic Approach for Hiding Text in Color Images Using HSI Color Model, Middle-East Journal of Scientific Research, 22(5): 647-654, 2014.

  9. Khan Muhammad, Jamil Ahmad, Naeem Ur Rehman, Zahoor Jan, Rashid Jalal Qureshi, A secure cyclic steganographic technique for color images using randomization, Technical Journal, 19 (3): 57-64, 2014. [HEC CAT Y]

Peer-Reviewed Conference Proceedings (5)

  1. Ijaz Ul Haq, Khan Muhammad, Muhammad Sajjad, Mi Young Lee, Dongil Han, Sung Wook Baik, A Study of Data Dissemination in CCTV Surveillance Systems, IN 2nd International Conference on Next Generation Computing (ICNGC), 2017. (Ho Chi Minh, Vietnam).

  2. Muhammad Sajjad, Siraj Khan, Muhammad Shoib, Hazrat Ali, Zahoor Jan, Khan Muhammad, Irfan Mehmood, Computer Aided System for Leukocytes Classification and Segmentation in Blood Smear Images, In 14th International Conference on Frontiers of Information Technology, 2016. (Islamabad, Pakistan).

  3. Khan Muhammad, Jamil Ahmad, Muhammad Sajjad, Seungmin Rho, and Sung Wook Baik, Evaluating the Suitability of Color Spaces for Image Steganography and Its Application in Wireless Capsule Endoscopy, In International Conference on Platform Technology and Service (PlatCon), 2016, (pp. 1-3). (Jeju, Republic of Korea).

  4. Jamil Ahmad, Khan Muhammad, Sung-il Kwon, Seungmin Rho, and Sung Wook Baik, Dempster-Shafer Fusion Based Gender Recognition for Speech Analysis Applications, In International Conference on Platform Technology and Service (PlatCon), 2016, (pp. 1-4). (Jeju, Republic of Korea).

  5. Khan Muhammad, Irfan Mehmood, Muhammad Sajjad, Jamil Ahmad, and Sung Wook Baik, Secure visual content labelling for personalized image retrieval, the 11th international conference on multimedia information technology and applications (MITA 2015), pp. 165-166, 2015. (Tashkent, Uzbekistan)