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Original Article
IoT-Enabled Adaptive Gesture Recognition with Dashboard Visualization for Smart Environment Control
Vemulavada Sudheshna1
Vaddi Mary Micy Mahan2
Arimilli Pardhavi3
P Veena Kumari4
1 2 3 4 Department of Computer Science and Engineering Stanley College of Engineering & Technology for Women Hyderabad, Telangana, India.
Published Online: March-April 2026
Pages: 106-111
Cite this article
↗ https://www.doi.org/10.59256/ijrtmr.20260602017
References
1. A. Wilson, "Robust Computer Vision-Based Detection of Pinching for One and Two-Handed Gesture Input," ACM UIST, 2006.
2. J. Shotton et al., "Real-Time Human Pose Recognition in Parts from Single Depth Images," IEEE CVPR, 2011.
3. Z. Cao et al., "OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields," IEEE TPAMI, 2019.
4. F. Zhang et al., "MediaPipe Hands: On-device Real-time Hand Tracking," CVPR Workshop, 2020.
5. C. Lugaresi et al., "MediaPipe: A Framework for Building Perception Pipelines," CVPR Workshop, 2019.
6. S. Molchanov et al., "Hand Gesture Recognition with 3D Convolutional Neural Networks," IEEE CVPRW, 2015.
7. D. Mardanbegi et al., "Eye-Based Head Gesture Recognition," ACM PETMEI, 2012.
8. R. Hammal and M. Cohn, "Automatic Detection of Pain from Human Facial Expressions," ACM ICMI, 2012.
9. A. Stanford-Clark and H. L. Truong, "MQTT For Sensor Networks," IBM Emerging Technology, 2013.
10. W. Shi et al., "Edge Computing: Vision and Challenges," IEEE Internet of Things Journal, vol. 3, no. 5, 2016.
11. M. Weiss et al., "Increasing Energy Awareness through Smart Meters," ACM MobileHCI, 2010.
12. J. Han et al., "Enhanced Computer Vision with Microsoft Kinect: A Review," IEEE Trans. Cybernetics, 2013.
13. A. Padmanabhan and S. Lal, "Real-Time IoT Dashboard for Smart Building Management," IEEE IoT Journal, 2022.
14. N. Mäkinen et al., "Adaptive User Interface Personalization in Smart Environments," Int. J. HCI, 2021.
15. S. Bhattacharya and N. D. Lane, "Robust Activity Recognition on Smartwatches Using Deep Learning," IEEE PerCom, 2016.
16. V. John et al., "Pedestrian Detection with Deep Convolutional Neural Networks," IEEE ICMA, 2015.
17. G. Rogez et al., "LCR-Net: Localization-Classification-Regression for Human Pose," IEEE CVPR, 2017.
18. Y. Li et al., "Gesture Recognition Using Surface EMG Signals for Human-Robot Interaction," IEEE Sensors Journal, 2021.
19. P. Jain and M. Tiwari, "Hand Gesture Controlled Smart Home Automation using IoT and CNN," IEEE ICICT, 2023.
20. M. S. Rao et al., "Baggage Tracking and Handling by RFID and IoT in Airports," MSEA, 2023.
2. J. Shotton et al., "Real-Time Human Pose Recognition in Parts from Single Depth Images," IEEE CVPR, 2011.
3. Z. Cao et al., "OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields," IEEE TPAMI, 2019.
4. F. Zhang et al., "MediaPipe Hands: On-device Real-time Hand Tracking," CVPR Workshop, 2020.
5. C. Lugaresi et al., "MediaPipe: A Framework for Building Perception Pipelines," CVPR Workshop, 2019.
6. S. Molchanov et al., "Hand Gesture Recognition with 3D Convolutional Neural Networks," IEEE CVPRW, 2015.
7. D. Mardanbegi et al., "Eye-Based Head Gesture Recognition," ACM PETMEI, 2012.
8. R. Hammal and M. Cohn, "Automatic Detection of Pain from Human Facial Expressions," ACM ICMI, 2012.
9. A. Stanford-Clark and H. L. Truong, "MQTT For Sensor Networks," IBM Emerging Technology, 2013.
10. W. Shi et al., "Edge Computing: Vision and Challenges," IEEE Internet of Things Journal, vol. 3, no. 5, 2016.
11. M. Weiss et al., "Increasing Energy Awareness through Smart Meters," ACM MobileHCI, 2010.
12. J. Han et al., "Enhanced Computer Vision with Microsoft Kinect: A Review," IEEE Trans. Cybernetics, 2013.
13. A. Padmanabhan and S. Lal, "Real-Time IoT Dashboard for Smart Building Management," IEEE IoT Journal, 2022.
14. N. Mäkinen et al., "Adaptive User Interface Personalization in Smart Environments," Int. J. HCI, 2021.
15. S. Bhattacharya and N. D. Lane, "Robust Activity Recognition on Smartwatches Using Deep Learning," IEEE PerCom, 2016.
16. V. John et al., "Pedestrian Detection with Deep Convolutional Neural Networks," IEEE ICMA, 2015.
17. G. Rogez et al., "LCR-Net: Localization-Classification-Regression for Human Pose," IEEE CVPR, 2017.
18. Y. Li et al., "Gesture Recognition Using Surface EMG Signals for Human-Robot Interaction," IEEE Sensors Journal, 2021.
19. P. Jain and M. Tiwari, "Hand Gesture Controlled Smart Home Automation using IoT and CNN," IEEE ICICT, 2023.
20. M. S. Rao et al., "Baggage Tracking and Handling by RFID and IoT in Airports," MSEA, 2023.
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