Eyeball gesture controlled automatic wheelchair using deep learning

5th IEEE Region 10 Humanitarian Technology Conference 2017, R10-HTC 2017

Volumn 2018-January, Issue , 2018, Pages 387-391

  Rajesh, Adarsh ^a   Mantur, Megha ^a  

^a NATIONAL INSTITUTE OF TECHNOLOGY KARNATAKA   (India)

Author keywords

Convolution Neural Networks; Deep Learning; Eye controlled wheelchair; Hough Transform

Indexed keywords

BRAIN; CONVOLUTION; CONVOLUTIONAL NEURAL NETWORKS; DEEP NEURAL NETWORKS; ELECTROENCEPHALOGRAPHY; ELECTROPHYSIOLOGY; EYE MOVEMENTS; HOUGH TRANSFORMS; IMAGE ENHANCEMENT; VIDEO CAMERAS; WHEELCHAIRS;

CONVOLUTION NEURAL NETWORK; IMAGE PROCESSING ALGORITHM; NEURONAL ACTIVITIES; QUALITY OF LIFE; WHEELCHAIR CONTROL;

DEEP LEARNING;

EID: 85047417559     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/R10-HTC.2017.8288981     Document Type: Conference Paper

References (8)

1. T. R. Pingali et al., "Eye-gesture controlled intelligent wheelchair using Electro-Oculography, " 2014 IEEE International Symposium on Circuits and Systems (ISCAS), Melbourne VIC, 2014.
2. S. N. Patel and V. Prakash, "Autonomous camera based eye controlled wheelchair system using raspberry-pi, " 2015 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS), Coimbatore, 2015.
3. Jianbin Xiong, Weichao Xu, Wei Liao, Qinruo Wang, Jianqi Liu, and Qiong Liang, "Eye Control System Base on Ameliorated Hough Transform Algorithm, " IEEE Sensors Journal, vol. 13, no. 9, September 2013
4. Florea, Laura et al. Can Your Eyes Tell Me How You Think? A Gaze Directed Estimation of the Mental Activity, BMVC (2013).
5. George, Anjith, and Aurobinda Routray. "Real-time eye gaze direction classification using convolutional neural network, " Signal Processing and Communications (SPCOM), 2016 International Conference on. IEEE, 2016.
6. P. Arora, A. Sharma, A. S. Soni and A. Garg, "Control of wheelchair dummy for differently abled patients via iris movement using image processing in MATLAB, " 2015 Annual IEEE India Conference (INDICON), New Delhi, 2015.
7. N. J. Cotton, B. M. Wilamowski and G. Dundar, "A Neural Network Implementation on an Inexpensive Eight Bit Microcontroller, " 2008 International Conference on Intelligent Engineering Systems, Miami, FL, 2008.
8. C. Vijayakumar, M. P. Kumar, S. Sivaji, S. Sadulla, J. Prathiba and K. V. Kumar, "Sensors based automated wheelchair, " 2013 International Conference on Green Computing, Communication and Conservation of Energy (ICGCE), Chennai, 2013.