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VISION: cloud-powered sight for all: showing the cloud what you see

Published: 25 June 2012 Publication History

Abstract

We argue that for computers to do more for us, we need to show the cloud what we see and embrace cloud-powered sight for mobile users. We present sample applications that will be empowered by this vision, discuss why the timing is right to tackle it, and offer our initial thoughts on some of the important research challenges.

References

[1]
Martin Azizyan, Ionut Constandache, and Romit Roy Choudhury. 2009. SurroundSense: mobile phone localization via ambience fingerprinting. In Proc. ACM Int. Conf. Mobile Compu-ting and Networking (MobiCom), September 2009.
[2]
Project Aura: distraction-free ubiquitous computing http://www.cs.cmu.edu/~aura/
[3]
Ardalan Amiri Sani, Wolfgang Richter, Xuan Bao, Trevor Narayan, Mahadev Satyanarayanan, Lin Zhong, Romit Roy Choudhury, "Opportunistic Content Search of Smartphone Photos," Technical Report TR0627-2011, Rice University, June 2011.
[4]
Paramvir Bahl, Ranveer Chandra, Thomas Moscibroda, Rohan Murty, Matt Welsh, "White Space Networking with Wi-Fi like Connectivity," in Proc. ACM SIGCOMM, 2009.
[5]
Cisco, "Cisco Visual Networking Index: Global Mobile Data Traffic Forecast Update, 2010-2015", February 2011 http://newsroom.cisco.com/ekits/Cisco_VNI_Global_Mobile_Data_Traffic_Forecast_2010_2015.pdf
[6]
C. K. Chan, H. Peng, G. Liu, K. McIlwrath, X. F. Zhang, R. A. Huggins, and Y. Cui, "High-performance lithium battery anodes using silicon nanowires," in Nature Nanotechnology, vol. 3, No. 1, pp. 31--35, 2007.
[7]
J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li and L. Fei-Fei, "ImageNet: a large-scale hierarchical image data-base," IEEE Computer Vision and Pattern Recognition (CVPR), 2009.
[8]
M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Las-ka, T. Sun, K. F. Kelly, and R. G. Baraniuk, "Single-pixel imaging via compressive sampling," in IEEE Signal Processing Magazine, 25(2), 83--91, 2008.
[9]
K. Fife, A. El Gamal and H.-S. P. Wong, "A Multi-Aperture Image Sensor with 0.7um Pixels in 0.11um CMOS Technology," in IEEE Journal of Solid-State Circuits, pp. 2990--3005, December 2008.
[10]
Keith G. Fife, Devices for integrated multi-aperture imag-ing, Ph.D. Dissertation, Stanford University, June 2009.
[11]
Gene A. Franz, "SoC in the new paradigm of IC technol-ogy," http://www.dallasces.org/talks/IEEEConsumerElectMtg-Dallas-August2008.pdf
[12]
Gene Frantz, 2020 Vision: Transistors a buck a billion: http://www.eetimes.com/electronics-news/4196903/2020-Vision-Transistors-a-buck-a-billion
[13]
L. Gasparini, R. Manduchi, M. Gottardi, D. Petri, "An ultralow-power wireless camera node: development and per-formance analysis," in IEEE Transactions on Instrumentation and Measurement, vol. 60, no. 12, pp. 3824--3832, Dec. 2011
[14]
Google, Project Glass: Thoughts, designs, and stories: http://g.co/projectglass
[15]
Rehan Hameed, Wajahat Qadeer, Megan Wachs, Omid Azizi, Alex Solomatnikov, Benjamin C. Lee, Stephen Richardson, Christos Kozyrakis, and Mark Horowitz, "Understanding sources of inefficiency in general-purpose chips," in SIGARCH Comput. Archit. News 38, 3, June 2010, 37--47.
[16]
Junxian Huang, Feng Qian, Alexandre Gerber, Z. Morley Mao, Subhabrata Sen, and Oliver Spatscheck, "A Close Examination of Performance and Power Characteristics of 4G LTE Networks" in Proc. ACM Int. Conf. Mobile Systems, Applications, and Services (Mobisys), June 2012.
[17]
Steve Hodges, Lyndsay Williams, Emma Berry, Shah-ram Izadi, James Srinivasan, Alex Butler, Gavin Smyth, Narinder Kapur, and Ken Wood, "SenseCam: a retrospective memory aid," in Proc. Int. Conf. Ubiquitous Computing (UbiComp) 2006.
[18]
Junxian Huang, Q. Xu, B. Tiwana, Z. Morley Mao, Ming Zhang, and Paramvir Bahl, "Anatomizing Application Performance Differences on Smartphones," in Proc. ACM Int. Conf. Mobile Systems, Applications, and Services (Mobisys), June 2010.
[19]
Stephen S. Intille and Amy M. Intille, "New challenges for privacy law: wearable computers that create electronic digital diaries," MIT House_n Technical Report, September 2003.
[20]
C. Chabris and D. Simons, the invisible gorilla: http://www.theinvisiblegorilla.com/videos.html
[21]
Purushottam Kulkarni, Deepak Ganesan, Prashant Shenoy, and Qifeng Lu, "SensEye: a multi-tier camera sensor network," in Proc ACM Int. Conf. Multimedia (MULTIMEDIA), 2005.
[22]
D. W. F. van Krevelen and R. Poelman, "A survey of augmented reality: technologies, applications and limitations," in The International Journal of Virtual Reality, 2010, 9(2):1--20.
[23]
N. Jesper Larsson and Alistair Moffat, "Offline Dictionary-Based Compression," in Proc. IEEE Conf. Data Compression (DCC), 1999.
[24]
Hong Lu, Wei Pan, Nicholas D. Lane, Tanzeem Choudhury, and Andrew T. Campbell, "SoundSense: scalable sound sensing for people-centric applications on mobile phones," in Proc. ACM Int. Conf. Mobile Systems, Applications, and Services (MobiSys), June 2009.
[25]
J. A. Leñero-Bardallo, T. Serrano-Gotarredona, and B. Linares-Barranco, "A 3.6 μs Latency Asynchronous Frame-Free Event-Driven Dynamic-Vision-Sensor," in IEEE Journal of Solid-State Circuits, June 2011.
[26]
He Liu, Stefan Saroiu, Alec Wolman, and Himanshu Raj, "Software Abstractions for Trusted Sensors," in Proc. ACM Int. Conf. Mobile Systems, Applications, and Services (Mobisys), June 2012.
[27]
Rohan Murty, Ranveer Chandra, Thomas Moscibroda, Paramvir Bahl, "SenseLess: A Database-Driven White Spaces Network," IEEE DySpan 2011
[28]
A. Nilchi, J. Aziz, and R. Genov, "Focal-Plane Algo-rithmically-Multiplying CMOS Computational Image Sensor," in IEEE Journal of Solid-State Circuits, vol. 44, no. 6, pp. 1829--1839, June 2009.
[29]
Ren Ng, Digital light field photography, Ph.D. dissertation, Stanford University, 2009.
[30]
Pixim Inc., White Paper: Digital pixel system technology, May 2008: http://www.pixim.com/assets/files/product_and_tech/Digital_Pixel_System_Technology_White_Paper_June_2_08.pdf
[31]
R. A. Powers, "Batteries for low power electronics," in Proceedings of the IEEE, vol. 83, No. 4, pp. 687--693, 1995.
[32]
Mohammad Rahimi, Rick Baer, Obimdinachi I. Iroezi, Juan C. Garcia, Jay Warrior, Deborah Estrin, and Mani Srivastava, "Cyclops: in situ image sensing and interpretation in wireless sensor networks," In Proc. ACM Int. Conf. Embedded Networked Sensor Systems (SenSys), 2005.
[33]
A. L. M. Reddy, M. M. Shaijumon, S. R. Gowda, and P. M. Ajayan, "Coaxial MnO2/carbon nanotube array electrodes for high-performance lithium batteries," in Nano Letters, vol. 9, No. 3, pp. 1002--1006, 2009.
[34]
Stanislava Soro and Wendi Heinzelman, "A survey of visual sensor networks," in Advances in Multimedia, 2009.
[35]
Mahadev Satyanarayanan, Paramvir Bahl, Ramon Ca-ceres, and Nigel Davies, "The Case for VM-Based Cloudlets in Mobile Computing," in IEEE Pervasive Computing 8, 4, 14--23, 2009.
[36]
Noah Snavely, Steven M. Seitz, and Richard Szeliski, "Modeling the world from Internet photo collections," in International Journal of Computer Vision, 80:189--210, 2008.
[37]
Richard Szeliski, Computer Vision: Algorithms and Ap-plications, Springer. Electronic version available from http://szeliski.org/Book/, the latest version September 2010
[38]
Jue Wang and Michael F. Cohen, "Very Low Frame-Rate Video Streaming For Face-to-Face Teleconference," in Proc. IEEE Conf. Data Compression, pp. 309--318, 2005.
[39]
A. Wang and A. Molnar, "A Light-Field Image Sensor in 180 nm CMOS", in IEEE Journal of Solid-State Circuits, vol. 47, no. 1, Jan. 2012.
[40]
Rebecca M. Willett, Roummel F. Marcia and Jonathan M. Nichols, "Compressed sensing for practical optical imaging systems: a tutorial", in Opt. Eng., Jul, 2011.
[41]
Siqi Zhao, Lin Zhong, Jehan Wickramasuriya and Venu Vasudevan, "Human as real-time sensors of social and physical events: a case study of Twitter and sports games," Technical Report TR0620-2011, Rice University and Motorola Mobility, June 2011 (http://www.sportsense.org).

Cited By

View all
  • (2020)FlexDNN: Input-Adaptive On-Device Deep Learning for Efficient Mobile Vision2020 IEEE/ACM Symposium on Edge Computing (SEC)10.1109/SEC50012.2020.00014(84-95)Online publication date: Nov-2020
  • (2018)NestDNNProceedings of the 24th Annual International Conference on Mobile Computing and Networking10.1145/3241539.3241559(115-127)Online publication date: 15-Oct-2018
  • (2018)Energy-Aware Sensing in Data-Intensive Field Systems Using Supercapacitor Energy BufferIEEE Sensors Journal10.1109/JSEN.2018.280968318:8(3372-3383)Online publication date: 15-Apr-2018
  • Show More Cited By

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    cover image ACM Conferences
    MCS '12: Proceedings of the third ACM workshop on Mobile cloud computing and services
    June 2012
    68 pages
    ISBN:9781450313193
    DOI:10.1145/2307849
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 25 June 2012

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    Author Tags

    1. camera
    2. cloud
    3. computer vision
    4. mobile computing
    5. wearable computing

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    Overall Acceptance Rate 8 of 12 submissions, 67%

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    Cited By

    View all
    • (2020)FlexDNN: Input-Adaptive On-Device Deep Learning for Efficient Mobile Vision2020 IEEE/ACM Symposium on Edge Computing (SEC)10.1109/SEC50012.2020.00014(84-95)Online publication date: Nov-2020
    • (2018)NestDNNProceedings of the 24th Annual International Conference on Mobile Computing and Networking10.1145/3241539.3241559(115-127)Online publication date: 15-Oct-2018
    • (2018)Energy-Aware Sensing in Data-Intensive Field Systems Using Supercapacitor Energy BufferIEEE Sensors Journal10.1109/JSEN.2018.280968318:8(3372-3383)Online publication date: 15-Apr-2018
    • (2017)DeepEyeProceedings of the 15th Annual International Conference on Mobile Systems, Applications, and Services10.1145/3081333.3081359(68-81)Online publication date: 16-Jun-2017
    • (2017)GlimpseProceedings of the 15th Annual International Conference on Mobile Systems, Applications, and Services10.1145/3081333.3081347(292-305)Online publication date: 16-Jun-2017
    • (2016)RedEyeACM SIGARCH Computer Architecture News10.1145/3007787.300116444:3(255-266)Online publication date: 18-Jun-2016
    • (2016)RedEyeProceedings of the 43rd International Symposium on Computer Architecture10.1109/ISCA.2016.31(255-266)Online publication date: 18-Jun-2016
    • (2015)SAPPHIREProceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition10.5555/2755753.2757157(1491-1496)Online publication date: 9-Mar-2015
    • (2015)StarfishProceedings of the 13th Annual International Conference on Mobile Systems, Applications, and Services10.1145/2742647.2742663(213-226)Online publication date: 18-May-2015
    • (2014)VisionProceedings of the fifth international workshop on Mobile cloud computing & services10.1145/2609908.2609945(29-33)Online publication date: 11-Jun-2014
    • Show More Cited By

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