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The Passive Operating Mode of the Linear Optical Gesture SensorCZUSZYNSKI, K. , RUMINSKI, J. , WTOREK, J.
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gesture recognition, human computer interaction, photodiodes, interactive system, wearable sensors
gesture(26), sensor(15), recognition(12), sensors(6), ruminski(6), interaction(6), devices(6), czuszynski(6), comput(6), wtorek(5)
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About this article
Date of Publication: 2018-02-28
Volume 18, Issue 1, Year 2018, On page(s): 145 - 156
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2018.01018
Web of Science Accession Number: 000426449500018
SCOPUS ID: 85043282873
The study evaluates the influence of natural light conditions on the effectiveness of the linear optical gesture sensor, working in the presence of ambient light only (passive mode). The orientations of the device in reference to the light source were modified in order to verify the sensitivity of the sensor. A criterion for the differentiation between two states - possible gesture and no gesture - was proposed. Additionally, different light conditions and possible features were investigated, relevant for the decision of switching between the passive and active modes of the device. The criterion was evaluated based on the specificity and sensitivity analysis of the binary ambient light condition classifier. The elaborated classifier predicts ambient light conditions with the accuracy of 85.15%. Understanding the light conditions, the hand pose can be detected. The achieved accuracy of the hand poses classifier trained on the data obtained in the passive mode in favorable light conditions was 98.76%. It was also shown that the passive operating mode of the linear gesture sensor reduces the total energy consumption by 93.34%, resulting in 0.132mA. It was concluded that optical linear sensor could be efficiently used in various lighting conditions.
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| J. Ioannidis, G. Q. M. Jr, I. Ben-shaul, M. Levedopoulos, M. Liu, "Porting AIX onto the Student Electronic Notebook," Newsl. ACM SIGSMALL/PC Notes. vol. 17, pp. 5-11, 1991. |
 T. Starner, S. Mann, B. Rhodes, J. Healey, K.B. Russell, J. Levine, A. Pentland, "Wearable Computing and Augmented Reality," MIT Media Lab Vision and Modeling Group Technical Report, 1995, vol. 355. [Online] Available: Temporary on-line reference link removed - see the PDF document
 K. Hinckley, J. Pierce, M. Sinclair, E. Horvitz, "Sensing Techniques for Mobile Interaction," in UIST 00 Proc. 13th Annu. ACM Symp. User Interface Softw. Technol., San Diego, 2000, pp. 91-100.
 C. Metzger, M. Anderson, T. Starner, "FreeDigiter?: A Contact - free Device for Gesture Control," in ISWC 04 Proc. Eighth Int. Symp. Wearable Comput., Washington, 2004, pp. 18-21.
[CrossRef] [Web of Science Times Cited 14]
 A. Pasarica, C. Miron, D. Arotari?ei, Gladiola Andruseac, H. Costin, C. Rotariu, "Remote Control of a Robotic Platform Based on Hand Gesture Recognition", Proc. of the IEEE 6th Int. Conference on E-Health and Bioengineering "EHB 2017", Sinaia, Romania, 22-24 June 2017, pp. 643-646.
 T. Kopinski, U. Handmann, "Touchless Interaction for Future Mobile Applications," in Int. Conf. Comput. Netw. Commun. (ICNC), Work. Comput. Netw. Commun. (CNC), Kauai, 2016.
 H. Lahiani, M. Elleuch, "Real Time Hand Gesture Recognition System for Android Devices," in 15th Int. Conf. Intell. Syst. Des. Appl., 2015, pp. 591-596.
 K. Oh, S.-H. Hwang, S. You, J. Cho, M. Jeon, M.-K. Kim, "Gesture Sensor for Mobile Devices," System LSI Business, 2013, pp. 1-12. [Online] Available: Temporary on-line reference link removed - see the PDF document
 C. Zhang, J. Tabor, J. Zhang, X. Zhang, "Extending Mobile Interaction Through Near-Field Visible Light Sensing," in Proc. 21st Annu. Int. Conf. Mob. Comput. Netw. - MobiCom 15, Paris, 2015, pp. 345-357.
 Y. Kim, K. Baek, "A motion gesture sensor using photodiodes with limited field-of-view", in Opt. Express. vol. 21, no. 8, pp. 555-560, 2013.
[CrossRef] [Web of Science Times Cited 9]
 J.S. Kim, S.J. Yun, Y.S. Kim, "Low-power motion gesture sensor with a partially open cavity package," Opt. Express. vol. 24, no. 10, pp. 10537-10546, 2016.
[CrossRef] [Web of Science Times Cited 3]
 G. Batchuluun, B. Odgerel, C.H. Lee, "Hand Gesture Recognition Using an Infrared Proximity Sensor Array," Int. J. Fuzzy Log. Intell. Syst. 15, 2015, pp. 186-191.
 A. Withana, R. Peiris, N. Samarasekara, S. Nanayakkara, "zSense?: Enabling Shallow Depth Gesture Recognition for Greater Input Expressivity on Smart Wearables," in CHI 15 Proc. 33rd Annu. ACM Conf. Hum. Factors Comput. Syst., 2015, pp. 3661-3670.
[CrossRef] [Web of Science Times Cited 17]
 Z. Zivkovic, "Air Gesture Control Using 5-Pixel Light Sensor", in Consumer Electronics (ICCE), 2014 IEEE Int. Conf. on, Las Vegas, 2014.
 J. Kim, J. He, K. Lyons, T. Starner, "The Gesture Watch: A wireless contact-free Gesture based wrist interface", in Proc. of the Int. Symp. on Wearable Computers, ISWC, Boston, 2007, pp. 15-22.
 C. Chuang, T. Chang, P. Jau, F. Chang, "Touchless Positioning System Using LED Sensors", in IEEE Int. Conf. on System Science and Engineering (ICSSE), 2014, Shanghai, pp. 1-6.
 S. Tang, W. Tseng, W. Luo, K. Chiu, S. Lin, Y. Liu, "Virtual Mouse : A Low Cost Proximity-Based Gestural Pointing Device", in Human-Computer Interaction. Interaction Techniques and Environments. HCI 2011. Lecture Notes in Computer Science, vol. 6762. Springer, 2011, pp. 491-499.
 A. Butler, S. Izadi, S. Hodges, "SideSight: multi-"touch" interaction around small devices", in Proc. of the 21st annual ACM Symp. on User interface software and technology (UIST), 2008, Monterey, pp. 201-204.
 T. Fan, C. Ma, Z. Gu, Q. Lv, J. Chen, D. Ye, et al., "Wireless Hand Gesture Recognition Based on Continuous-Wave Doppler Radar Sensors," IEEE Trans. Microw. Theory Tech. vol. 64, no. 11, pp. 4012-4020, 2016.
[CrossRef] [Web of Science Times Cited 20]
 T. Fan, D. Ye, J. Hangfu, Y. Sun, C. Li, L. Ran, "Hand Gesture Recognition Based on Wi-Fi Chipsets," in Radio Wirel. Symp. (RWS), 2017 IEEE, Phoenix, 2017, pp. 98-100.
 S. Kim, H. Han, J. Kim, S. Lee, T. Kim, "A Hand Gesture Recognition Sensor Using Reflected Impulses", in IEEE Sensors Journal, 2017, vol. 17, issue 10, pp. 2975-2976.
[CrossRef] [Web of Science Times Cited 9]
 M. Tang, F. Wang, T. Horng, "Human Gesture Sensor Using Ambient Wireless Signals Based on Passive Radar Technology," in Microw. Symp. (IMS), 2015 IEEE MTT-S Int., Phoenix, 2015, pp. 2-5.
 F. Wang, M. Tang, Y. Chiu, T. Horng, "Gesture Sensing Using Retransmitted Wireless Communication Signals Based on Doppler Radar Technology," IEEE Trans. Microw. Theory Tech. vol. 63, no. 12, pp. 4592-4602, 2015.
[CrossRef] [Web of Science Times Cited 13]
 R. Bainbridge, J.A. Paradiso, "Wireless Hand Gesture Capture Through Wearable Passive Tag Sensing," in Body Sens. Networks (BSN), 2011 Int. Conf., Dallas, 2011, pp. 200-204.
 R. Krigslund, P. Popovski, G.F. Pedersen, "3D Gesture Recognition Using Passive RFID Tags," in Antennas Propag. Soc. Int. Symp. (APSURSI), 2013 IEEE, Orlando, 2013, pp. 2307-2308.
 B. Kellogg, V. Talla, S. Gollakota, "Bringing Gesture Recognition To All Devices," in Proceeding NSDI14 Proc. 11th USENIX Conf. Networked Syst. Des. Implement., Seattle, 2014, pp. 303-316. [Online] Available: Temporary on-line reference link removed - see the PDF document
 F. Aezinia, Y. Wang, B. Bahreyni, "Touchless Capacitive Sensor for Hand Gesture Detection," in SENSORS, 2011 IEEE, Limerick, 2011, pp. 3-6.
 M. Pulkkinen, J. Salomaa, M. M. Moayer, T. Haapala, K. Halonen, "462-nW 2-Axis Gesture Sensor Interface Based On Capacitively Controlled Ring Oscillators", in Circuits and Systems (ISCAS), IEEE Int. Symp. on, Baltimore, 2017.
 P. Wojtczuk, A. Armitage, T.D. Binnie, T. Chamberlain, "PIR Sensor Array for Hand Motion Recognition," in SENSOR DEVICES 2011 Second Int. Conf. Sens. Device Technol. Appl., 2011, pp. 99-102.
 P. Wojtczuk, D. Binnie, A. Armitage, T. Chamberlain, C. Giebeler, "A Touchless Passive Infrared Gesture Sensor," in UIST 13 Adjun. Proc. 26th Annu. ACM Symp. User Interface Softw. Technol., St. Andrews, 2013, pp. 67-68.
 A. Holmes, S. Desai, A. Nahapetian, "LuxLeak?: Capturing Computing Activity Using Smart Device Ambient Light Sensors," in Proceeding SmartObjects 16 Proc. 2nd Work. Exp. Des. Implement. Smart Objects, New York, 2016, pp. 47-52.
 M. Kaholokula, "Reusing Ambient Light to Recognize Hand Gestures," Dartmouth College, Tech. Rep., 2016. [Online] Available: Temporary on-line reference link removed - see the PDF document
 K. Czuszynski, J. Ruminski, J. Wtorek, A. Vogl, M. Haller, "Interactions using passive optical proximity detector," in Hum. Syst. Interact. (HSI), 2015 8th Int. Conf., IEEE Xplore, Warsaw, 2015, pp. 180-186.
 A. Bujnowski, K. Czuszynski, J. Ruminski, J. Wtorek, R. McCall, A. Popleteev, N. Louveton, T. Engel, "Comparison of active proximity radars for the wearable devices," in Hum. Syst. Interact. (HSI), 2015 8th Int. Conf., IEEE Xplore, 2015, pp. 158-165.
 K. Czuszynski, J. Ruminski, A. Bujnowski, J. Wtorek, "Semi complex navigation with an active optical gesture sensor," in UbiComp 16 Proc. 2016 ACM Int. Jt. Conf. Pervasive Ubiquitous Comput. Adjun., Heidelberg, 2016, pp. 269-272.
[CrossRef] [Web of Science Times Cited 4]
 K. Czuszynski, J. Ruminski, J. Wtorek, "Analysis of the properties of the active linear gesture sensor," Metrol. Meas. Syst. vol. 24. no. 4, 2017, pp. 617-630.
[CrossRef] [Web of Science Times Cited 2]
 K. Czuszynski, J. Ruminski, J. Wtorek, "Pose classification in the gesture recognition using the linear optical sensor," in Hum. Syst. Interact. (HSI), 2017 10th Int. Conf., IEEE Xplore, Ulsan, 2017, pp. 18-24.
 S. Berman, H. Stern, "Sensors for gesture recognition systems," IEEE Trans. Syst. Man Cybern. Part C Appl. and Rev., vol. 42, no. 3, pp. 277-290, 2012.
[CrossRef] [Web of Science Times Cited 33]
 K. Czuszynski, J. Ruminski, T. Kocejko, "Septic safe interactions with smart glasses in health care", in 37th Annual Int. Conf. of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, Milano, pp. 1604-1607.
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