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publications
Human Action Classification using seismic sensor and machine learning techniques
Published in 2021 5th International Conference on Information Systems and Computer Networks (ISCON), 2021
This paper explores human action classification using seismic sensors and machine learning techniques.
Recommended citation: Chakraborty, Mainak, Srinivasan, A., Reddy, Srinivasa, Mandal, Sanjib Kumar, & Bhaumik, Subhasis. (2021). "Human Action Classification using seismic sensor and machine learning techniques." 2021 5th International Conference on Information Systems and Computer Networks (ISCON), pp. 1-6.
Micro-Seismic Event Detection using statistical feature extraction and machine learning techniques
Published in 2022 IEEE 7th International Conference for Convergence in Technology (I2CT), 2022
This paper presents a method for detecting micro-seismic events using statistical feature extraction and machine learning techniques.
Recommended citation: Chakraborty, Mainak, Das, Manisha, & Aruchamy, Srinivasan. (2022). "Micro-Seismic Event Detection using statistical feature extraction and machine learning techniques." 2022 IEEE 7th International Conference for Convergence in Technology (I2CT), pp. 1-5.
GajGamini: Mitigating Man-Animal Conflict by Detecting Moving Elephants Using Ground Vibration-Based Seismic Sensor
Published in IEEE Sensors Letters, 2024
This paper presents GajGamini, a system for detecting moving elephants using ground vibration-based seismic sensors to mitigate human-elephant conflicts.
Recommended citation: Chandan, Chandan, Chakraborty, Mainak, Anchal, Sahil, Mukhopadhyay, Bodhibrata, & Kar, Subrat. (2024). "GajGamini: Mitigating Man-Animal Conflict by Detecting Moving Elephants Using Ground Vibration-Based Seismic Sensor." IEEE Sensors Letters.
VibeGait: Enhancing Structural-Vibration based Gait Recognition using Vision
Published in ICASSP 2025 - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
This paper presents VibeGait, a method for improving structural-vibration-based gait recognition by incorporating vision-based techniques.
Recommended citation: Chakraborty, Mainak, Mukhopadhyay, Bodhibrata, Anchal, Sahil, Kar, Subrat, & others. (2025). "VibeGait: Enhancing Structural-Vibration based Gait Recognition using Vision." ICASSP 2025 - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1-5.
talks
Machine Learning Summer School
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Conference Proceeding talk 3 on GajGamini: Mitigating Man–Animal Conflict by Detecting Moving Elephants Using Ground Vibration-Based Seismic Sensor
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VibeGait: Enhancing Structural-Vibration based Gait Recognition using Vision
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teaching
Teaching experience 5
Undergraduate course, JNU, New Delhi, 2023
JNU Introduction to Electrical and Electronics (IEE) 2023
Teaching experience 1
Undergraduate course, NPTEL, 2023
Statistical Inference
Teaching experience 3
postgraduate course, NPTEL, 2024
Machine Learning,ML
Teaching experience 2
Undergraduate course, NPTEL, 2024
Foundations and Applications of Machine Learning (Bengali)
Teaching experience 4
Postgraduate course, NPTEL, 2025