Publication Summary

Publications and Citations

2,601
Citations
Google Scholar
26
h-Index
Research Impact
37
i10-Index
Research Impact
63+
Publications
Journals, Conferences, Book Chapters

Publications List

  1. 1.

    Khawlah Bajbaa, Abbas Anwar, Muhammad Saqib, Nabin Sharma, From Satellite to Street: A Hybrid Framework Integrating Stable Diffusion and PanoGAN for Consistent Cross-View Synthesis. IEEE Access, 2025 (Under Review).

  2. 2.

    Abdulrahman Alharbi, Nabin Sharma, Measuring Community Satisfaction with Education Reform in Saudi Arabia Using Machine Learning and Ensemble Models, Language Resources and Evaluation, 2025 (under review).

  3. 3.

    Abdulrahman Alharbi, Nabin Sharma, Farookh Hussain, Arabic Sentiment Analysis Leveraging Hybrid Word Embeddings with Deep Learning Techniques, The 39th International Conference on Advanced Information Networking and Applications (AINA), 2025.

  4. 4.

    Abdulrahman Alharbi, Nabin Sharma, Enhancing Arabic Sentiment Analysis with Stacked Ensemble Deep Learning Models, International Conference on Data Science and Communication (ICTDsC), 2024, (Accepted, Best Paper award).

  5. 5.

    Muhammad Saqib, Rabi Sharma, Saeed Anwar, and Nabin Sharma, Benchmarking Crowd Counting Bird-Eye Images From Drones, International Conference on Data Science and Communication (ICTDsC), 2024.

  6. 6.

    Abdulrahman Alharbi, Nabin Sharma, Farookh Hussain, Arabic Sentiment Analysis with Social Network Data: A Comparative Study, IEEE International Conference on E-Business Engineering (ICEBE) 2024.

  7. 7.

    Murugesan, Rajkumar and Tekinerdogan, Bedir and Sharma, Nabin and bejo, Siti Khairunniza and Saha, Jayit and Dasgupta, Ishita and J, Florence Gnana Poovathy and P, Sandhya and R, Ganesan and G, Malathi and Miral, Atishi and Venkatraman, Malolan and JV, Thomas Abraham and V, Vijayakumar and Thangavelu, Balaji and R, Venugopal and S, Sivarajan and Prabhu, Samarth and Sundar, Sacchin and ED, Rajan, Early Disease Detection Of Leaves Using Deep Learning And Drones - Cyber Physical Systems Approach, Smart Agricultural Technology, 2023.

  8. 8.

    Adriana Simona Mihaita, Zhulin Li, Harshpreet Singh, Nabin Sharma, Mao Tuo, Yuming Ou, Using machine learning and deep learning for traffic congestion prediction: a review, Handbook on Artificial Intelligence and Transport, Springer Nature, pp. 124, 2023.

  9. 9.

    Asim Mian, Asif Qumer Gill, Nabin Sharma, Towards the development of a security threat identification framework for UAV information infrastructure, IEEE International Conference on Smart Internet of Things (SmartIoT), 2023, pp. 305-309.

  10. 10.

    Angelo Coluccia, Alessio Fascista, Lars Sommer, Arne Schumann, Anastasios Dimou, Dimitrios Zarpalas, Nabin Sharma, Drone-vs-Bird Detection Grand Challenge at ICASSP2023, ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, pp.1-2.

  11. 11.

    Abdulrahman Alharbi, Nabin Sharma, Challenges and Approaches in Arabic Sentiment Analysis: A Review, International Conference on Data Science and Communication (ICTDsC), 2023, pp. 499-519.

  12. 12.

    Muhammad Saqib, Saeed Anwar, Abbas Anwar, Lars Petersson, Nabin Sharma, Michael Blumenstein, COVID-19 Detection from Radiographs: Is Deep Learning Able to Handle the Crisis?, Signals, Vol.3(2), pp.296-312, 2022.

  13. 13.

    Nabin Sharma, Muhammed Saqib, Paul Scully-Power, and Michael Blumenstein, SharkSpotter: Shark detection with drones for human safety and environmental protection, Humanity-Driven AI, Springer Nature, pp. 223-237, 2022.

  14. 14.

    Angelo Coluccia, Alessio Fascista, Arne Schumann, Lars Sommer, Anastasios Dimou, Dimitrios Zarpalas, Nabin Sharma, Mrunalini Nalamati, et.al., Drone-vs-Bird Detection Challenge at ICIAP 2022, International Conference on Image Analysis and Processing (ICIAP), 2022, pp. 410-421.

  15. 15.

    Mrunalini Nalamati, Muhammed Saqib, Nabin Sharma, Michael Blumenstein, Exploring Transformers for Intruder Detection in Complex Maritime Environment, Australasian Joint Conference on Artificial Intelligence (AJCAI), 2022, pp.428-439.

  16. 16.

    Elham Kordi Ghasrodashti, Nabin Sharma, Hyperspectral image classification using an extended Auto-Encoder method, Signal Processing: Image Communication, 2021.

  17. 17.

    Junjun Chen, Di Wu, Ying Zhao, Nabin Sharma, Michael Blumenstein, Shui Yu, Fooling intrusion detection systems using adversarially autoencoder, Digital Communications and Networks, 2021.

  18. 18.

    Muhammad Saqib, Saeed Anwar, Abbas Anwar, Lars Petersson, Nabin Sharma, Michael Blumenstein, COVID19 detection from Radiographs: Is Deep Learning able to handle the crisis?, TechRxiv, 2020.

  19. 19.

    Special issue on Computational Sport Science and Sport Analytics, Guest Editor: Boris Bačić, Nabin Sharma, Peter Lamb. Information, 11(4), 2020.

  20. 20.

    Mrunalini Nalamati, Nabin Sharma, Muhammad Saqib, Michael Blumenstein, Automated Monitoring in Maritime Video Surveillance System, 35th International Conference on Image and Vision Computing New Zealand (IVCNZ), pp.1-6, 2020.

  21. 21.

    Muhammad Saqib, Sultan D Khan, Nabin Sharma, Michael Blumenstein, Crowd Counting in Low-Resolution Crowded Scenes Using Region-Based Deep Convolutional Neural Networks, IEEE Access, page-35317-35329, 2019.

  22. 22.

    Ying Zhao, Junjun Chen, Di Wu, Jian Teng, Nabin Sharma, Atul Sajjanhar, Michael Blumenstein, Network Anomaly Detection by Using a Time-Decay Closed Frequent Pattern, Information Journal, Vol.10, No. 8, pp. 262, 2019.

  23. 23.

    Mrunalini Nalamati, Ankit Kapoor, Muhammed Saqib, Nabin Sharma, Michael Blumenstein, Drone detection in long-range surveillance videos, 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2019.

  24. 24.

    Di Wu, Junjun Cheny, Nabin Sharma, Shirui Pan, Guodong Long, Michael Blumenstein, Adversarial Action Data Augmentation for Similar Gesture Action Recognition, International Joint Conference on Neural Networks (IJCNN) 2019.

  25. 25.

    Di Wu, Ruiqi Hu, Yu Zhengy, Jing Jiang, Nabin Sharma, Michael Blumenstein, Feature-Dependent Graph Convolutional Autoencoders with Adversarial Training Methods, International Joint Conference on Neural Networks (IJCNN) 2019.

  26. 26.

    Rupam Deb, Ranju Mandal, Nabin Sharma, Resource allocations by predicting the road crash severity instantly, Pacific Rim Knowledge Acquisition Workshop (PKAW), 2019.

  27. 27.

    Mohammed A. Ikram, Nabin Sharma, Muhammad Raza, and Farookh Khadeer Hussain, Dynamic Ranking System of Cloud SaaS based on Consumer Preferences -Find SaaS M2NFCP, The 33rd International Conference on Advanced Information Networking and Applications (AINA), The Advances in Intelligent Systems and Computing series, Volume 926, 2019.

  28. 28.

    Di Wu, Mukesh Prasad, Dong-Lin Li, Nabin Sharma, Michael Blumenstein, Chin-Teng Lin, Robust Features based Automated Multi-view Human Action Recognition System, IEEE Access, 2018.

  29. 29.

    Di Wu, Nabin Sharma, Michael Blumenstein, An End-to-End Hierarchical Classification Approach for Similar Gesture Recognition, International Conference on Image and Vision Computing New Zealand (IVCNZ) 2018.

  30. 30.

    Muhammad Saqib, Sultan Daud Khan, Nabin Sharma, Paul Scully-Power, Michael Blumenstein, Real-time Drone Surveillance and Population Estimation of Marine Animals From Aerial Imagery, International Conference on Image and Vision Computing New Zealand (IVCNZ) 2018.

  31. 31.

    Di Wu, Nabin Sharma, Michael Blumenstein, Similar Gesture Recognition Using Hierarchical Classification Approach in RGB Videos, Digital Image Computing: Techniques and Application (DICTA) 2018, pp. 1-7.

  32. 32.

    Nabin Sharma, Michael Blumenstein, Paul Scully-Power, Shark Detection from Aerial Imagery using Region-based CNN, A Study, The Australasian Joint Conference on Artificial Intelligence, Ai 2018, Lecture Notes in Computer Science book series (LNCS), vol. 11320, pp.224-236.

  33. 33.

    Nabin Sharma, Ranju Mandal, Rabi Sharma, Umapada Pal and Michael Blumenstein, Signature and Logo Detection using Deep CNN, International Conference on Frontiers in Handwriting Recognition(ICFHR) 2018.

  34. 34.

    Muhammad Saqib, Sultan Daud Khan, Nabin Sharma, Michael Blumenstein, Person Head Detection In Multiple Scales Using Deep Convolutional Neural Networks, International Joint Conference on Neural Networks (IJCNN) 2018.

  35. 35.

    Muhammad Saqib, Sultan Daud Khan, Nabin Sharma, Michael Blumenstein, Extracting Descriptive Motion Information from Crowd Scenes, International Conference on Image and Vision Computing New Zealand (IVCNZ) 2017.

  36. 36.

    Nabin Sharma, Abira Sengupta, Rabi Sharma, Umapada Pal, Michael Blumenstein, Handwritten Pincode Detection using Deep CNN for Postal Automation, International Conference on Image and Vision Computing New Zealand (IVCNZ) 2017.

  37. 37.

    Mukesh Prasad, Eric-Juwei Cheng, Deepak Uthal, Nabin Sharma, Chin-Teng Lin and Michael Blumenstein, Deep Learning based Face Recognition with Sparse Representation Classification, 24th International Conference On Neural Information Processing, ICONIP 2017.

  38. 38.

    Muhammad Saqib, Nabin Sharma, Sultan Daud Khan, Michael Blumenstein, A Study on Detecting Drones using Convolutional Neural Networks, 14th IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS) 2017.

  39. 39.

    Angelo Coluccia, Marian Ghenescu, Tomas Piatrik, Geert De Cubber, Arne Schumann, Lars Wilko Sommer, Johannes Klatte, Tobias Schuchert, Jürgen Beyerer, Mohammad Farhadi, Ruhallah Amandi, Cemal Aker, Sinan Kalkan, Muhammad Saqib, Nabin Sharma, Sultan Daud Khan, Khan Makkah, Michael Blumenstein, Drone-vs-Bird detection challenge, 14th IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS) 2017.

  40. 40.

    Di Wu, Nabin Sharma, Michael Blumenstein, Recent Advances in Video Based Human Action Recognition Using Deep Learning: A Review, In The International Joint Conference on Neural Networks, IJCNN 2017.

  41. 41.

    Nabin Sharma, Palaiahnakote Shivakumara, Umapada Pal, Michael Blumenstein, Chew Lim Tan, Piece-wise linearity based method for text frame classification in video, Pattern Recognition, Vol. 48, No. 3, pp. 862-881, 2015.

  42. 42.

    Nabin Sharma, Ranju Mandal, Rabi Sharma, Umapada Pal, and Michael Blumenstein, ICDAR2015 Competition on Video Script Identification (CVSI), In 2015 International Conference on Document Analysis and Recognition, (ICDAR 2015), 2015.

  43. 43.

    Nabin Sharma, Ranju Mandal, Rabi Sharma, Partha Pratim Roy, Umapada Pal, and Michael Blumenstein, Multilingual text recognition from video frames, In 13th International Conference on Document Analysis and Recognition (ICDAR 2015), 2015.

  44. 44.

    Nabin Sharma, Ranju Mandal, Rabi Sharma, Umapada Pal, and Michael Blumenstein, Bag-of-visual words for word-wise video script identification: A study, In 2015 International Joint Conference on Neural Networks, (IJCNN 2015), 2015.

  45. 45.

    Palaiahnakote Shivakumara, Nabin Sharma, Umapada Pal, Michael Blumenstein, Chew Lim Tan, Gradient-Angular-Features for Word-wise Video Script Identification, In the 22nd International Conference on Pattern Recognition (ICPR 2014), pp. 3098-3103, 2014.

  46. 46.

    Nabin Sharma, Umapada Pal, Michael Blumenstein, A study on word-level multi-script identification from video frames, In The International Joint Conference on Neural Networks (IJCNN 2014), pp. 1827-1833, 2014.

  47. 47.

    Nabin Sharma, Sukalpa Chanda, Umapada Pal, Michael Blumenstein, Word-wise script identification from video frames, In The 12th International Conference on Document Analysis and Recognition (ICDAR 2013), pp. 867-871, 2013.

  48. 48.

    Nabin Sharma, Palaiahnakote Shivakumara, Umapada Pal, Michael Blumenstein, Chew Lim Tan, A New Method for Character Segmentation from Multi-Oriented Video Words, In the 12th International Conference on Document Analysis and Recognition (ICDAR 2013), pp. 413-417, 2013.

  49. 49.

    Umapada Pal, R. Jayadevan and Nabin Sharma, Handwriting Recognition in Indian Regional Scripts: A Survey of Offline Techniques, ACM Transactions on Asian Language Information Processing, Vol-11. No-1, pp.1-35, 2012.

  50. 50.

    Nabin Sharma, Palaiahnakote Shivakumara, Umapada Pal, Michael Blumenstein, Chew Lim Tan, A New Method for Word Segmentation from Arbitrarily-Oriented Video Text Lines, DICTA 2012, pp. 1-8, 2012.

  51. 51.

    Nabin Sharma, Palaiahnakote Shivakumara, Umapada Pal, Michael Blumenstein, C. L. Tan, A New Method for Arbitrarily-Oriented Text Detection in Video, Document Analysis Systems (DAS) 2012, pp. 74-78, 2012.

  52. 52.

    Nabin Sharma, Umapada Pal, Michael Blumenstein, Recent Advances in Video Based Document Processing: A Review, Document Analysis Systems (DAS) 2012, pp. 63-68, 2012.

  53. 53.

    Srikanta Pal, Nabin Sharma, Ranju Mandal, and Umapada Pal, Similar Shape character Recognition, Recent Trends in Information Technology, Mandya, Karnataka, 2009.

  54. 54.

    Umapada Pal, Nabin Sharma, T. Wakabayashi and Fumitaka Kimura, Handwritten Character Recognition of Popular South Indian Scripts, Arabic and Chinese Handwriting Recognition, LNCS, Vol. 4768, Springer Publication, pp. 265-277, 2008.

  55. 55.

    Umapada Pal, T. Wakabayashi, Nabin Sharma, and Fumitaka Kimura, Telugu Offline Handwritten Character Recognition, Tantraganana 2008, Mysore.

  56. 56.

    Kaushik Roy, Nabin Sharma, Tamal Pal and Umapada Pal, Online Bangla Handwriting Recognition System, International Conference on Advances in Pattern Recognition (ICAPR), pp.117-122, World Scientific Publishing Co., 2007.

  57. 57.

    Umapada Pal, Nabin Sharma, and Fumitaka Kimura, Oriya Offline Handwritten Character Recognition, International Conference on Advances in Pattern Recognition (ICAPR), pp.123-128, World Scientific Publishing Co., 2007.

  58. 58.

    Nabin Sharma, Towards Indian City Name Recognition for Indian Postal Automation, CSI- Young IT Professional Award competition (Eastern Zone), 2006.

  59. 59.

    Umapada Pal, Fumitaka Kimura, and Nabin Sharma, Quadratic Classifier Based approach for Recognition of Handwritten Kannada Numerals, 41st National Annual Convention, Computer Society of India (CSI-2006), pp-159-163, Tata McGraw Hill, 2006.

  60. 60.

    Umapada Pal, Nabin Sharma, Nilamdhaba Tripathy, and Fumitaka Kimura, Extraction of English Multi-oriented and Curved Text line, IEEE International Conference on Signal and Image Processing (ICSIP), Vol.-2, pp.581-586, Macmillan Advanced Research, 2006.

  61. 61.

    Nabin Sharma, Umapada Pal and Fumitaka Kimura, Recognition of Handwritten Kannada Numerals, International Conference on Information Technology (ICIT)'06, pp.133-136, IEEE Computer Society, 2006.

  62. 62.

    Nabin Sharma, A Multi-lingual Recognition System for Indian Postal Automation, Proc. of 94th session of Indian Science Congress (ISCA) for Young Scientist Award, pp-35, 2006.

  63. 63.

    Nabin Sharma, Umapada Pal and Fumitaka Kimura, Recognition of Handwritten Tamil Characters, National Conference on Recent Trends in Information Systems (ReTIS), pp- 180-183, 2006.