Development of technology for TV energy reduction based on user behavior monitoring

• Project/Area Number: 21500063
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Single-year Grants
• Section: 一般
• Research Field: Computer system/Network
• Research Institution: Fukuoka University
• Principal Investigator: MOSHNYAGA V. g. 福岡大学, 工学部, 教授 (40243050)
• Co-Investigator(Kenkyū-buntansha): TSURUTA Naoyuki 福岡大学, 工学部, 教授 (60227478) ; SUETSUGU Tadashi 福岡大学, 工学部, 教授 (60279255) ; HASHIMOTO Koji 福岡大学, 工学部, 助教 (40412572)
• Project Period (FY): 2009 – 2011
• Project Status: Completed (Fiscal Year 2011)
• Budget Amount: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000); Fiscal Year 2011: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000); Fiscal Year 2010: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000); Fiscal Year 2009: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
• Keywords: 計算機システム / ハードウェアアーキテクチャ / ハードウェア設計・情報機器 / 消費エネルギー / テレビ / 視聴者監視 / 電力管理

Research Abstract

In this research, we developed new technology capable of reducing energy consumption of TV sets by monitoring TV users in real time with a single video camera. To realize the technology, we proposed various techniques of user behavior recognition and low-power design and implemented the technology in three different platforms, namely, notebook PC, embedded system and FPGA.

Research Products

• [Journal Article] A low power FPGA implementation of eye tracking (2012)
  • Author(s): T. Ando, V. G. Moshnyaga and K. Hashimoto
  • Journal Title: IEEE International Conference on Acoustics, Speech and Signal Processing Pages: 1573-1576
  • Peer Reviewed
• [Journal Article] Camera-driven power management of computer display (2012)
  • Author(s): V. G. Moshnyaga, K. Hashimoto, T. Suetsugu
  • Journal Title: IEEE Transactions on Circuits and Systems for Video Technology, accepted for publication, early access article Volume: Vol.PP, No.99 Issue: 11 Pages: 1-13
  • DOI: 10.1109/tcsvt.2011.2177941
  • Peer Reviewed
• [Journal Article] A low power FPGA implementation of eye tracking (2012)
  • Author(s): T.Ando, V.G.Moshnyaga, K.Hashimoto
  • Journal Title: IEEE International Conference on Acoustics, Speech and Signal Processing Pages: 1573-1576
  • Peer Reviewed
• [Journal Article] Embedded System for Camera-Based TV Power Reduction by Viewer Monitoring (2011)
  • Author(s): Chungun Lee, V. G. Moshnyaga, K. Hashimoto
  • Journal Title: Proceedings of the Euromicro Conference on Digital System Design Pages: 764-768
  • Peer Reviewed
• [Journal Article] TV Energy Management by Camera-Based Viewer Monitoring (2011)
  • Author(s): Chungun Lee and V. G. Moshnyaga
  • Journal Title: Proceedings of the IEEE International Symposium on Circuits and Systems Pages: 949-952
  • Peer Reviewed
• [Journal Article] Using video technology for reducing TV energy (2011)
  • Author(s): Choong Geun Lee, V. G. Moshnyaga and K. Hashimoto
  • Journal Title: Proceedings of the 17th Korea-Japan Workshop on Frontiers of Computer Vision Pages: 1-6
  • Peer Reviewed
• [Journal Article] A Low-Complexity and Low Power Design of 2D-Median Filter (2011)
  • Author(s): T. Matsubara, V. G. Moshnyaga, K. Hashimoto
  • Journal Title: ECTI Transactions on Computer Engineering, Computer and Information Technology Volume: Vol.5, No 2 Pages: 1-9
  • Peer Reviewed
• [Journal Article] 使用者瞳認識によるディスプレイ電力管理システムのFPGA実装 (2011)
  • Author(s): 安藤智晃, 橋本浩二, モシニャガワシリー
  • Journal Title: 第24回回路とシステムワークショップ Pages: 437-443
  • Peer Reviewed
• [Journal Article] ディジタル・ハードウェア研究開発を題材とするPBLへの取り組み (2011)
  • Author(s): 山本竜也, 橋本浩二, モシニャガワシリー
  • Journal Title: 組込みシステムシンポジウム
  • NAID: 170000067684
  • Peer Reviewed
• [Journal Article] TV Energy Management by Camera-Based Viewer Monitoring (2011)
  • Author(s): C-G.Lee, V.G.Moshnyaga
  • Journal Title: Proceedings of the IEEE International Symposium on Circuits and Systems Pages: 949-952
  • DOI: 10.1109/iscas.2011.5937724
  • Peer Reviewed
• [Journal Article] Embedded System for Camera-Based TV Power Reduction by Viewer Monitoring (2011)
  • Author(s): C-G.Lee, V.G.Moshnyaga, K.Hashimoto
  • Journal Title: Proceedings of the Euromicro Conference on Digital System Design Pages: 764-768
  • DOI: 10.1109/dsd.2011.101
  • Peer Reviewed
• [Journal Article] 使用者瞳認識によるディスプレイ電力管理システムのFPGA実装 (2011)
  • Author(s): 安藤智晃, 橋本浩二, モシニャガ, ワシリー
  • Journal Title: 第24回回路とシステムワークショップ Pages: 437-442
  • Peer Reviewed
• [Journal Article] Embedded System for TV power reduction by viewer monitoring (2011)
  • Author(s): C-G.Lee, V.G.Moshnyaga
  • Journal Title: Proceedings of the IEEE International Conference on Multimedia and Expo Pages: 1-4
  • DOI: 10.1109/icme.2011.6011828
  • Peer Reviewed
• [Journal Article] A Low-Complexity and Low Power Design of 2D-Median Filter (2011)
  • Author(s): T.Matsubara, V.G.Moshnyaga, K.Hashimoto
  • Journal Title: Computer and Information Technology Volume: Vol.5,no.2 Pages: 1-9
  • Peer Reviewed
• [Journal Article] ディジタル・ハードウェア研究開発を題材とするPBLへの取り組み (2011)
  • Author(s): 山本竜也, 橋本浩二, モシニャガ, ワシリー
  • Journal Title: 組込みシステムシンポジウム
  • NAID: 170000067684
  • Peer Reviewed
• [Journal Article] Using video technology for reducing TV energy (2011)
  • Author(s): V.G.Moshnyaga, C-G.Lee, K.Hashimoto
  • Journal Title: Proceedings of the 17^<th> Korea-Japan Workshop on Frontiers of Computer Vision Pages: 1-6
  • Peer Reviewed
• [Journal Article] A hardware implementation of the user-centric display energy management, Integrated Circuit and System Design (2010)
  • Author(s): V. G. Moshnyaga, K. Hashimoto, T. Suetsugu, and S. Higashi
  • Journal Title: LNCS Volume: 5953 Pages: 56-65
  • Peer Reviewed
• [Journal Article] A New Approach for Energy Management in User-Centric Applications (2010)
  • Author(s): V. G. Moshnyaga
  • Journal Title: Proceedings of the IEEE International Green Computing Conference Pages: 107-112
  • Peer Reviewed
• [Journal Article] The Use of Eye Tracking for PC Energy Management (2010)
  • Author(s): V. G. Moshnyaga
  • Journal Title: Proceedings of the ACM Symposium on Eye-Tracking Research and Applications Pages: 113-116
  • Peer Reviewed
• [Journal Article] A New Energy Management Approach for User Centric Applications (2010)
  • Author(s): V.G.Moshnyaga
  • Journal Title: Proceedings of the 2010 IEEE First International Conference on Green Circuits and Systems Pages: 110-115
  • Peer Reviewed
• [Journal Article] A Cost-Effective TCP/IP Offload Accelerator Design for Network Interface Controller (2010)
  • Author(s): K.Hashunoto, V.G.Moshnyaga
  • Journal Title: Proceedings of the 2010 International Conference on Computer Design Pages: 153-159
  • Peer Reviewed
• [Journal Article] A New Approach for Energy Management Approach in User-Centric Applications (2010)
  • Author(s): V.G.Moshnyaga
  • Journal Title: Proceedings of the International Green Computing Conference Pages: 63-68
  • Peer Reviewed
• [Journal Article] A New Approach for TCP/IP Offload Engine Implementation in Embed-ded Systems (2010)
  • Author(s): K.Hashimoto, V.G.Moshnyaga
  • Journal Title: Proceedings of the 44^<th> Asilomar Conference on Signals, Systems and Computers Pages: 232-236
  • Peer Reviewed
• [Journal Article] A Low-Complexity Noise Removal Technique and its Hardware Implementation (2010)
  • Author(s): T.Matsubara, V.G.Moshnyaga, K.Hashimoto
  • Journal Title: Proceedings of the International Conference TENCON 2010 Pages: 716-719
  • Peer Reviewed
• [Journal Article] A Low-Complexity and Low Power Median Filter Design (2010)
  • Author(s): T.Matsubara, V.G.Moshnyaga, K.Hashimoto
  • Journal Title: Proceedings of the IEEE International Symposiumon Intelligent Signal Processing and Communication Systems Pages: 341-344
  • Peer Reviewed
• [Journal Article] メモリ混載型メディアン・フィルタの設計 (2010)
  • Author(s): 山本竜也、モシニャガワシリー、橋本浩二
  • Journal Title: 第23回 回路とシステム軽井沢ワークショップ論文集
  • Peer Reviewed
• [Journal Article] A hardware implementation of the user-centric display energy management (2010)
  • Author(s): V.G.Moshnyaga, K.Hashimoto, T.Suetsugu, S.Higashi
  • Journal Title: Integrated Circuit and System Design, Power, Timing Modeling and Simulation LNCS5953 Pages: 56-65
  • Peer Reviewed
• [Journal Article] The Use of Eye-Tracking for PC Energy Management (2010)
  • Author(s): V.G.Moshnyaga
  • Journal Title: Proceedings of ACM Symposium on Eye-Tracking Research and Applications Pages: 113-116
  • Peer Reviewed
• [Journal Article] Want to save Energy?-Put Intelligence into Systems (2009)
  • Author(s): V. G. Moshnyaga
  • Journal Title: The 8^<th> WSEAS International Conference on Circuits, Systems, Electronics, Control and Signal Processing Pages: 302-307
  • Peer Reviewed
• [Journal Article] An Efficient Implementation of 1-D Median Filter (2009)
  • Author(s): V. G. Moshnyaga and K. Hashimoto
  • Journal Title: Proceedings of the 52-th IEEE Midwest Symposium on Circuits and Systems Pages: 451-454
  • Peer Reviewed
• [Journal Article] A New Bit-Serial Architecture of Rank-Order Filter (2009)
  • Author(s): T. Yamamoto and V. G. Moshnyaga
  • Journal Title: Proceedings of the 52-th IEEE Midwest Symposium on Circuits and Systems Pages: 511-514
  • Peer Reviewed
• [Journal Article] Algorithm Optimizations for Low-Complexity Eye-Tracking (2009)
  • Author(s): S. Yamamoto and V. G. Moshnyaga
  • Journal Title: Proceedings of the 2009 IEEE International Conference on Systems, Man and Cybernetics Pages: 18-22
  • Peer Reviewed
• [Journal Article] A Hardware System for Tracking Eyes of Computer user (2009)
  • Author(s): V.G.Moshnyaga, K.Hashimoto, T.Suetsugu, S.Higashi
  • Journal Title: Proceedings of the 2009 International Conference on Computer Design, Las-Vegas, USA Pages: 125-130
  • Peer Reviewed
• [Journal Article] A New Bit-Serial Architecture of Rank-Order Filter (2009)
  • Author(s): T.Yamamoto, V.G.Moshnyaga
  • Journal Title: Proceedings of the IEEE Midwest Symposium on Circuits and Systems, Cancun, Mexico Pages: 511-514
  • Peer Reviewed
• [Journal Article] An Efficient Implementation of 1-D Median Filter (2009)
  • Author(s): V.G.Moshnyaga, K.Hashimoto
  • Journal Title: Proceedings of the IEEE Midwest Symposium on Circuits and Systems, Cancun, Mexico Pages: 451-454
  • Peer Reviewed
• [Journal Article] Applying User Monitoring for Display Power management (2009)
  • Author(s): V.G.Moshnyaga, K.Hashimoto, T.Suetsugu
  • Journal Title: Proceedings of the ICROS-SICE International Joint Conference, Fukuoka, Japan Pages: 3599-3604
  • Peer Reviewed
• [Journal Article] Algorithm Optimizations for Low-Complexity Eye-Tracking (2009)
  • Author(s): S.Yamamoto, V.G.Moshnyaga
  • Journal Title: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, San Antonio, TX, USA Pages: 18-22
  • Peer Reviewed
• [Journal Article] Want to save Energy? - Put Intelligence into Systems (2009)
  • Author(s): V.G.Moshnyaga
  • Journal Title: Recent Advances in Circuits, Systems, Electronics, Control and Signal Processing, WSEAS Press Pages: 302-307
  • Peer Reviewed
• [Presentation] Non-traditional Approach to Computer Energy Reduction (2012)
  • Author(s): V.G.Moshnyaga
  • Organizer: International Conference on Computer Engineering and Applications (CEA 2012)
  • Place of Presentation: Harvard University, Cambridge, MA, USA(招待講演)
  • Year and Date: 2012-01-25
• [Presentation] Non-traditional Approach to Computer Energy Reduction (2012)
  • Author(s): V. G. Moshnyaga
  • Organizer: Computer Engineering and Applications(CEA 2012)
  • Place of Presentation: Harvard Univ Cambridge, MA, USA
• [Presentation] A User-Centric Energy Management of Electronic Devices and Systems (2010)
  • Author(s): V.G.Moshnyaga
  • Organizer: The IASTED International Conference on Circuits and Systems
  • Place of Presentation: Maui, Hawaii
  • Year and Date: 2010-08-25
• [Presentation] A User-Centric Energy Management of Electronic Devices and Systems (2010)
  • Author(s): V. G. Moshnyaga
  • Organizer: IASTED International Conference on Circuits and Systems
  • Place of Presentation: Maui, Hawaii, USA
• [Presentation] 組込みシステムの超低消費電力化を達成するための高スループットTCP/IPオフロード・エンジン (2010)
  • Author(s): 橋本浩二, モシニャガワシリー
  • Organizer: 電子情報通信学会全国大会論文集
  • Place of Presentation: 仙台市
• [Presentation] 組込みシステムの超低消費電力化を達成するための高スループットTCP/IPオフロード・エンジン (2010)
  • Author(s): 橋本浩二, Moshnyaga V.G.
  • Organizer: 電子情報通信学会全国大会
  • Place of Presentation: 東北大学
• [Book] Understanding and exploiting user behavior for energy saving, Handbook of Energy-Aware and Green Computing (2012)
  • Author(s): V. G. Moshnyaga, I. Ahmad, S. Ranka
  • Publisher: CRC Press
• [Book] Handbook of Energy-Aware and Green Computing (2012)
  • Author(s): V.G.Moshnyaga
  • Publisher: CRC Press, Taylor and Francis Group, LLC
• [Book] A Camera-Based Energy Management of Computer Displays and TV Sets, Energy Technology and Management (2011)
  • Author(s): V. G. Moshnyaga, T. Aized
  • Publisher: InTech
• [Book] Energy Technology and Management (2011)
  • Author(s): V.G.Moshnyaga
  • Publisher: INTEC Press
• [Remarks]
  • URL: http://133.100.26.125/~vasily/dis-r2012.html