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1,645 results on '"Rishi Raj"'

102. EBBIOT: A Low-complexity Tracking Algorithm for Surveillance in IoVT Using Stationary Neuromorphic Vision Sensors

Author

Acharya, Jyotibdha, Caycedo, Andres Ussa, Padala, Vandana Reddy, Singh, Rishi Raj Sidhu, Orchard, Garrick, Ramesh, Bharath, and Basu, Arindam

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

In this paper, we present EBBIOT-a novel paradigm for object tracking using stationary neuromorphic vision sensors in low-power sensor nodes for the Internet of Video Things (IoVT). Different from fully event based tracking or fully frame based approaches, we propose a mixed approach where we create event-based binary images (EBBI) that can use memory efficient noise filtering algorithms. We exploit the motion triggering aspect of neuromorphic sensors to generate region proposals based on event density counts with >1000X less memory and computes compared to frame based approaches. We also propose a simple overlap based tracker (OT) with prediction based handling of occlusion. Our overall approach requires 7X less memory and 3X less computations than conventional noise filtering and event based mean shift (EBMS) tracking. Finally, we show that our approach results in significantly higher precision and recall compared to EBMS approach as well as Kalman Filter tracker when evaluated over 1.1 hours of traffic recordings at two different locations., Comment: 6 pages, 5 figures

Published
2019

115. An Extensive Framework Focused on Smart Agriculture Based Out of IoT

Author

Thakral, Manish, Singh, Rishi Raj, Singh, Sandeep Pratap, Kumar, Amit, Series Editor, Suganthan, Ponnuthurai Nagaratnam, Series Editor, Senatore, Sabrina, Editorial Board Member, Gao, Xiao-Zhi, Editorial Board Member, Mozar, Stefan, Editorial Board Member, Srivastava, Pradeep Kumar, Editorial Board Member, Haase, Jan, Editorial Board Member, Choudhury, Amitava, editor, Singh, T. P., editor, Biswas, Arindam, editor, and Anand, Mrinal, editor

Published
2022
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118. Implementation of College Network Scenario Using Cisco Packet Tracer

Author

Seth, Sakshi, Naqvi, Visal, Dalmia, Rishi Raj, Tripathi, Ruchi, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Gunjan, Vinit Kumar, editor, and Zurada, Jacek M., editor

Published
2022
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125. Multivariate Fast Iterative Filtering Based Automated System for Grasp Motor Imagery Identification Using EEG Signals.

Author

Sharma, Shivam, Shedsale, Aakash, and Sharma, Rishi Raj

Subjects
FEATURE extraction, MOTOR imagery (Cognition), K-nearest neighbor classification, NEUROMUSCULAR diseases, SYSTEM identification
Abstract

One of the most crucial use of hands in daily life is grasping. Sometimes people with neuromuscular disorders become incapable of moving their hands. This article proposes a grasp motor imagery identification approach based on multivariate fast iterative filtering (MFIF). The proposed methodology involves the selection of relevant electroencephalogram (EEG) channels based on the neurophysiology of the brain. The selected EEG channels have been decomposed into five components using MFIF. Information potential based features are extracted from the decomposed EEG components. The extracted features are smoothed using a moving average filter. The smoothed features are classified using the k-nearest neighbors classifier. The cross-subject classification accuracy, precision, and F1-score of 98.25%, 98.31%, and 98.24%, respectively, is obtained. While the average classification accuracy, precision and F1-score for multiple subjects is 98.43%, 98.62%, and 98.41%, respectively. The proposed methodology can be used for the development of a low cost EEG based grasp identification system. [ABSTRACT FROM AUTHOR]

Published
2024
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132. Comparative Study of Different Reduced Precision Techniques in Deep Neural Network

Author

Gupta, Rishi Raj, Ranga, Virender, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Tiwari, Shailesh, editor, Suryani, Erma, editor, Ng, Andrew Keong, editor, Mishra, K. K., editor, and Singh, Nitin, editor

Published
2021
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133. Data Security & Future Issues for Cloud Computing

Author

Gahlot, Devendra, Tejasvee, Sanjay, Ranga, Kunal Bhushan, Vyas, Rishi Raj, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Goar, Vishal, editor, Kuri, Manoj, editor, Kumar, Rajesh, editor, and Senjyu, Tomonobu, editor

Published
2021
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135. A Transfer Learning Approach for Drowsiness Detection from EEG Signals

Author

Poorna, S. S., Deep, Amitha, Hariharan, Karthik, Jain, Rishi Raj, Krishnan, Shweta, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Sharma, Manoj Kumar, editor, Dhaka, Vijaypal Singh, editor, Perumal, Thinagaran, editor, Dey, Nilanjan, editor, and Tavares, João Manuel R. S., editor

Published
2021
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146. Contributors

Author

Allam, Jaya Prakash, primary, Aslani, Mohammad Reza, additional, Bajaj, Varun, additional, Behara, Chinmaya, additional, Daftari, Charmi, additional, Demir, Fatih, additional, Farahi, Morteza, additional, Gautam, Anil Kumar, additional, Ghanbari, Zahra, additional, Jindal, Komal, additional, Khademi, Sadaf, additional, Khare, Smith K., additional, Kurkute, Ketan Kishor, additional, Locharla, Govinda Rao, additional, Longo, Luca, additional, Marateb, Hamid Reza, additional, Moradi, Mohammad Hassan, additional, Neghabi, Mehrnoosh, additional, Nirala, Neelamshobha, additional, Nouri, Arefeh, additional, Padhy, Prabin Kumar, additional, Pal, Saurabh, additional, Pogiri, Revathi, additional, Rehman, Ateeq Ur, additional, Sadiq, Muhammad Tariq, additional, Samantray, Saunak, additional, Sengur, Abdulkadir, additional, Shah, Jainish, additional, Shah, Manan, additional, Sharan, Tripurari, additional, Sharma, Rishi Raj, additional, Sharma, Shivam, additional, Shirzadi, Mehdi, additional, Shivwanshi, Resham Raj, additional, Singh, Nameirakpam Premjit, additional, Sinha, G.R., additional, Sinha, Vikas Kumar, additional, Siuly, Siuly, additional, Taran, Sachin, additional, Upadhyay, Rahul, additional, and Yadav, Dhyan Chandra, additional

Published
2022
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