Goutam Kumar Sahoo, Rashmiranjan Nayak, Harshit Srivastava, Santos Kumar Das, Poonam Singh, Umesh Chandra Pati, Unagallage Nirmal Chathura Unagalle, Dhayan Dhananjaya Senanayake, and Bamunusinghe Arachchige Umesh Maduwantha, “A Low-Cost IMU/GPS Sensor-Based Real-Time System With Esp32 For Automatic Vehicle Accident Detection And Alerting,” Indian Patent, Complete Specification (Filed, Indian Patent Application No.: 202331060341, Date of Filing: 08.09.2023).
Rashmiranjan Nayak, Umesh Chandra Pati, Santos Kumar Das, Goutam Kumar Sahoo, Poonam Singh, and Mohini Mohan Behera, “A Method and System for Video Surveillance based Automatic Crime Alert,” Indian Patent, Complete Specification (Published, Indian Patent Application No.: 202031030956, Date of Filing: 20.07.2020, Date of Publication: 14.08.2020, Date of FER: 16.09.2021, Date of Filing Reply to FER: 10.03.2022).
Goutam Kumar Sahoo, Poonam Singh, Santos Kumar Das, Rashmiranjan Nayak, Umesh Chandra Pati, Dinesh Singh and Swetalin Priyadarshini, “Multi-sensor based real-time system for Automatic Accident detection and Intimation,” Indian Patent, Complete Specification (Patent No.: 564269, Application No.: 202031028424, Date of Filing: 03.07.2020, Date of Publication: 14.08.2020, Date of FER: 24.05.2021, Date of Filing Reply to FER: 26.10.2021, Hearing completed on 17.12.2024, Date of Grant: 28/03/2025.).
Rashmiranjan Nayak and Subrata Maiti, "Bow-tie Antennas for GPR Applications: Design and Analysis", Lambert Academic Publishing, ISBN print: 978-6202019194, 1st edition (18 August 2017).
Rashmiranjan Nayak, Sambit Kumar Mishra, Asish Kumar Dalai, Umesh Chandra Pati, and Santos Kumar Das `` A Panoramic Review on Cutting-Edge Methods for Video Anomaly Localization," IEEE Access, IEEE, vol. 12, pp. 186380-186412, Dec. 2024, doi: https://doi.org/10.1109/ACCESS.2024.3510039 (Q1, SCIE).
Rashmiranjan Nayak, Umesh Chandra Pati, Santos Kumar Das, and Goutam Kumar Sahoo ``YOLO-GTWDNet: a lightweight YOLOv8 network with GhostNet backbone and transformer neck to detect handheld weapons for smart city applications," Signal, Image and Video Processing, Springer, vol. 18, pp. 8159-8167, Jul. 2024, doi: https://doi.org/10.1007/s11760-024-03458-w (Q2, SCIE).
Goutam Kumar Sahoo, Rashmiranjan Nayak, Poonam Singh, Santos Kumar Das, and Umesh Chandra Pati, ``An Internet of Things-Edge Paradigm-Enabled Vision-Based Driving Assistance for Blind Corners: A V2I Application," International Journal of Computational Vision and Robotics, Inderscience, DOI: 10.1504/IJCVR.2024.10063672 (Q4, Scopus).
Rashmiranjan Nayak, Umesh Chandra Pati, and Santos Kumar Das, ``A Comprehensive Review of Datasets for Detection and Localization of Video Anomalies: A Step Towards Data-Centric Artificial Intelligence-based Video Anomaly Detection," Multimedia Tools and Applications, Springer, Dec. 2023, doi: https://doi.org/10.1007/s11042-023-17889-z (Q1, SCIE).
Naba Krushna Sabat, Rashmiranjan Nayak, Harshit Srivastava, Umesh Chandra, Pati, and Santos Kumar Das, "Prediction of Meteorological Parameters Using Statistical Time Series Models: A Case Study," in International Journal of Global Warming, Inderscience, vol. 31, no. 1, pp. 128-149, August 2023, doi: 10.1504/IJGW.2023.133547 (Q3, SCI) .
Hemant Kumar Apat, Rashmiranjan Nayak, and Bibhudatta Sahoo, "A comprehensive review on Internet of Things application placement in Fog computing environment," in Internet of Things, Elsevier, vol. 23, pp. 1-25, July. 2023, doi: doi.org/10.1016/j.iot.2023.100866 (Q1, SCIE) .
Rashmiranjan Nayak, Umesh Chandra Pati, and Santos Kumar Das, "A comprehensive review on deep learning-based methods for video anomaly detection," in Image and Vision Computing, Elsevier, vol. 106, pp. 1-19, Feb. 2021, doi: https://doi.org/10.1016/j.imavis.2020.104078 (Q1, SCI).
Rashmiranjan Nayak, and Subrata Maiti, " A Review of Bow-Tie Antennas for GPR Applications," in IETE Technical Review, vol. 36, no. 4, pp. 382-397, July 2018, doi: https://doi.org/10.1080/02564602.2018.1492357 (Q2, SCI).
Prajnyajit Mohanty, Krityeeprava Subhadarshini, Rashmiranjan Nayak, Umesh Chandra Pati, and Kamalakanta Mahapatra, "Chapter 5 - Exploring data-driven multivariate statistical models for the prediction of solar energy." Computer Vision and Machine Intelligence for Renewable Energy Systems, edited by Ashutosh Kumar Dubey, Arun Lal Srivastav, Abhishek Kumar, Umesh Chandra Pati, Fausto Pedro {García Márquez}, Vicente García-Díaz, Elsevier, 2025, pp. 85-101. ISBN: 978-0-443-28947-7. https://doi.org/10.1016/B978-0-443-28947-7.00005-7
Rashmiranjan Nayak, Prashant Dwivedi, and Umesh Chandra Pati, "YOLO-IP: An Efficient and Robust Deep Learning Framework to Detect Insect Pests for Agricultural Applications." Artificial Intelligence Tools and Technologies for Smart Farming and Agriculture Practices, edited by Rajeev Kumar Gupta, et al., IGI Global, 2023, pp. 133-158. https://doi.org/10.4018/978-1-6684-8516-3.ch008
Naba Krushna Sabat, Rashmiranjan Nayak, Umesh Chandra Pati, and Santos Kumar Das, "A Deep Learning-Based Vector Autoregressive-Gated Recurrent Unit Hybrid Model for Long-Term Forecasting of Weather Parameters for Smart Farms." Artificial Intelligence Tools and Technologies for Smart Farming and Agriculture Practices, edited by Rajeev Kumar Gupta, et al., IGI Global, 2023, pp. 159-183. https://doi.org/10.4018/978-1-6684-8516-3.ch009
Hemant Kumar Apat, Rashmiranjan Nayak, Bibhudatta Sahoo, and Sagarika Mohanty, “Application Placement in Fog-Enabled Internet of Things (IoT) Healthcare System Using Body Sensor Networks,” In D. Samanta, & D. Singh (Ed.), Handbook of Research on Mathematical Modeling for Smart Healthcare Systems, pp. 383-408, 2022, IGI Global. https://doi.org/10.4018/978-1-6684-4580-8.ch021
Rashmiranjan Nayak, Mogarala Tejoyadav, Prajnyajit Mohanty, and Umesh Chandra Pati, “Water Quality Time-Series Modeling and Forecasting Techniques,” In R. Gupta, A. Jain, J. Wang, V. Singh, & S. Bharti (Ed.), Artificial Intelligence of Things for Weather Forecasting and Climatic Behavioral Analysis, pp. 177-200, 2022, IGI Global. https://doi.org/10.4018/978-1-6684-3981-4.ch012
Rashmiranjan Nayak, Umesh Chandra Pati, and Santos Kumar Das "Space-Time Attention Model-based Anomalous Event Classification for Smart City Applications", International Conference on Intelligent Computing and Emerging Communication Technologies (ICEC-2024), IEEE, Amaravati, Andhra Pradesh, India, 23-25 Nov. 2024. (Received Best Paper Award in the "Track-9")
Rashmiranjan Nayak, Pritha Dutta, and Umesh Chandra Pati, "Attention-enabled Convolutional Autoencoder with Optimal Threshold to Detect Image Anomaly for Industrial Quality Assurance", 1st International Conference on Electronics, Communication and Signal Processing (ICECSP-2024) IEEE, Delhi, India, 8-10 Aug. 2024. (Received Best Paper Award in the "Signal Processing and Applications" track)
Shalini Priya, Rashmiranjan Nayak, and Umesh Chandra Pati, ``Deep Learning-based Weakly Supervised Video Anomaly Detection Methods for Smart City Applications,"3rd IEEE International Conference on Artificial Intelligence for Internet of Things (AIIoT), IEEE, VIT Vellore, India, 03-04 May 2024.
Pritha Dutta, Rashmiranjan Nayak, and Umesh Chandra Pati, "Exploring Deep Learning-based Unsupervised Image Anomaly Detection and Localization Methods for Industrial Quality Assurance, 1st International Conference on Cognitive, Green and Ubiquitous Computing (IC-CGU), IEEE, Bhubaneswar, India, 1-2 Mar. 2024.
Rashmiranjan Nayak, Goutam Kumar Sahoo, Umesh Chandra Pati, Santos Kumar Das, and Poonam Singh, "A Compact YOLOv5-GhostNet-based Weapon Detection System for Smart City Applications," National Conference on Intelligent Systems, IoT, and Wireless Communication for the Society, Springer, Rourkela, India, 16-18 Feb. 2024.
Rashmiranjan Nayak, Umesh Chandra Pati, and Santos Kumar Das, "Video Anomaly Detection Using Self-Attention-Enabled Convolutional Spatiotemporal Autoencoder," 22nd Int. Symp. on Communications and Information Technologies (ISCIT2023), IEEE, Sydney, Australia, 16-18 Oct. 2023, pp. 70-75, doi: 10.1109/ISCIT57293.2023.10376137.
Chinmaya Kumar Meher, Rashmiranjan Nayak, and Umesh Chandra Pati, "Video Anomaly Detection Using Variational Autoencoder," 2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), Gunupur, Odisha, India, 2022, pp. 1-6, doi: 10.1109/iSSSC56467.2022.10051511.
Naba Krushna Sabat, Rashmiranjan Nayak, Umesh Chandra Pati, and Santos Kumar Das, "A Comparative Analysis of Univariate Deep Learning-based Time-series Models for Temperature Forecasting of the Bhubaneshwar," 2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), Gunupur, Odisha, India, 2022, pp. 1-5, doi: 10.1109/iSSSC56467.2022.10051494.
Chinmaya Kumar Meher, Rashmiranjan Nayak, and Umesh Chandra Pati, "Dual Stream Variational Autoencoder for Video Anomaly Detection in Single Scene Videos," 2022 2nd Odisha International Conference on Electrical Power Engineering, Communication and Computing Technology (ODICON), Bhubaneswar, India, 2022, pp. 1-6, doi: 10.1109/ODICON54453.2022.10010086.
Mogarala Tejoyadav, Rashmiranjan Nayak, and Umesh Chandra Pati, "A Comparative Analysis of Multivariate Statistical Time Series Models for Water Quality Forecasting of the River Ganga", In: Swarnkar, T., Patnaik, S., Mitra, P., Misra, S., Mishra, M. (eds) Ambient Intelligence in Health Care. Smart Innovation, Systems and Technologies, vol 317. Springer, Singapore, doi: https://doi.org/10.1007/978-981-19-6068-0_41
Aishwarya Premlal Kogekar, Rashmiranjan Nayak, and Umesh C. Pati, "A CNN-BiLSTM-SVR based Deep Hybrid Model for Water Quality Forecasting of the River Ganga," IEEE 18th India Council International Conference (INDICON), Indian Institute of Technology Guwahati, India, 2021, pp. 1-6, doi: 10.1109/INDICON52576.2021.9691532.
Aishwarya Premlal Kogekar, Rashmiranjan Nayak, and Umesh C. Pati, "A CNN-GRU-SVR based Deep Hybrid Model for Water Quality Forecasting of the River Ganga," IEEE International Conference on Artificial Intelligence and Machine Vision (AIMV), Pandit Deendayal Petroleum University, Gandhinagar, Gujarat, 2021, pp. 1-6, doi: 10.1109/AIMV53313.2021.9670916.
Aishwarya Premlal Kogekar, Rashmiranjan Nayak, and Umesh C. Pati, "Forecasting of Water Quality for the River Ganga using Univariate Time-series Models", in Proc. 8th International Conference on Smart Computing and Communications (ICSCC), Muthoot Institute of Technology and Science, Kochi, Kerala, India, pp. 52-57, Jul. 2021, doi: 10.1109/ICSCC51209.2021.9528216.
Rashmiranjan Nayak, Umesh Chandra Pati, and Santos K. Das, "Video Anomaly Detection using Convolutional Spatiotemporal Autoencoder," in Proc. IEEE Int. Conf. on Contemporary Computing and Applications (IC3A 2020), Dr. A.P.J. Abdul Kalam Technical University (AKTU), Lucknow, pp. 175-180, India, Feb. 2020, doi: 10.1109/IC3A48958.2020.233292.
Rashmiranjan Nayak, Mohini M. Behera, V. Girish, Umesh Chandra Pati, and Santos K. Das, "An Deep Learning based Loitering Detection System using Multi-camera Video Surveillance Network," in Proc. IEEE 5th International Symposium on Smart Electronic Systems (IEEE iSES) (Formerly iNiS), National Institute of Technology Rourkela, Odisha, India, pp. 215-220, Dec. 2019, doi: 10.1109/iSES47678.2019.00055.
Rashmiranjan Nayak, Mohini M. Behera, Umesh Chandra Pati, and Santos K. Das, "Video-based Real-time Intrusion Detection System using Deep-Learning for Smart City Applications," in Proc. IEEE 13th International Conference on Advanced Networks and Telecommunications Systems (IEEE ANTS), BITS Pilani, K K Birla Goa Campus, Goa, India, pp. 1-6, Dec. 2019, doi: 10.1109/ANTS47819.2019.9117960.
Rashmiranjan Nayak, Subrata Maiti, and Sarat Kumar Patra, “Design and Simulation of Compact UWB Bow-tie Antenna with Reduced End-fire Reflections for GPR Applications”, in Proc. IEEE International Conference on Wireless Communications Signal Processing and Networking (WiSPNET), Chennai, 24-26 March, 2016, doi: 10.1109/WiSPNET.2016.7566447.
Chandra Sekhar Panda, Rashmiranjan Nayak, and Santanu Kumar Behera, “Design and Analysis of a Compact Substrate Integrated Waveguide Band pass Filter for Ku Band Applications”, in Proc. IEEE International Conference on Innovations in information, Embedded and Communication Systems (ICIIECS), Coimbatore, Tamilnadu, 17-18 March, 2016, doi: 10.1109/GET.2016.7916694.
Rashmiranjan Nayak, "Design and Analysis of Bow-tie Antennas for GPR Applications", MTech Thesis, Department of Electronics and Communication Engineering, National Institute of Technology Rourkela, Odisha, India, 2016.