教授
孫士韋 Shih-Wei Sun


    孫士韋於2007 年獲得國立中央大學電機工程博士,目前任教於國立臺北藝術大學新媒體藝術學系擔任教授,現任電子計算機中心主任。他目前擔任IEEE AIVR 人工智慧與虛擬實境國際研討會之手研究交流會共同主席,IEEE ETXR 創新科技延展實境國際學術研討會之創始會議主席。其主要專長為延展實境XR 應用,機器學習AI 人工智慧應用,電腦視覺互動應用,與行動裝置感測與App 應用等,近年發表9 SCI 期刊論文,國際學術研討會論文數十篇,擔任多個國際學術期刊與國際學術研討會審查委員,以及多個指標性國際多媒體學術研討會議程委員會委員,並於2014年年獲得國際電腦學會- 多媒體學術研討會(ACM Multimedia)之「電腦多媒體應用頂尖挑戰獎(多媒體大挑戰獎)」,2018 年獲得國際電機電子學會- 全球消費性電子學術研討會(IEEE GCCE)之「傑出海報論文獎(優秀 海報獎)」。在科技藝術創作方面,主要代表作品《空間記憶》(2015)通過社群媒體與地理幾何資訊融合呈現之互動藝術作品,在ACM SIGGRAPH Asia ,台北數位藝術中心佈局;《機器感知》( 2017年),《電光一閃》(2016年)則透過穿戴式感測技術與機器學習人工智慧演算法進行跨域表演形式之創作,在國立中央大學,國立台北藝術大學「關渡光藝術節」呈現。

    授課科目|

    電腦程式設計,行動裝置研究應用,電腦視覺應用,機器學習研究應用,研究指導


    期刊論文|

    1.        SW Sun *  和YS Lan,“基於相對對象位置和方向傳感器的智能玻璃中的增強現實顯示方案”,萬維網,第1卷。2019年5月22日,第3期,第1221至1239頁。(SCI / IF = 1.770)

    2.        NL Hakim,  Sun SW,徐MH,TK Shih和SJ Wu,“虛擬吉他:對樂器使用實時手指跟踪”,  國際計算科學與工程雜誌,第1卷。2019年4月18日,第4期,第438-450頁。

    3.        Sun Sun *,TC牟,CC Fang,PC Chang,KL hua和HC Shih,“使用具有多模式特徵的長短期記憶的棒球運動員行為分類系統”,  傳感器,第1卷。19,第6期,1425,第1-17日,2019年3月。(SCI / IF = 3.031)

    4.        莊玉華,郭超,  孫SW,PC Chang,“在多深度相機環境中使用遞歸神經網絡的駕駛員行為識別”,  IS&T Electronic Imaging,第 2019年,第  56-1  至56-7頁,2019年1月。

    5.        E. Togootogtokh,TK Shih,WGCW Kumara,SJ Wu,  Sun SW,HH Chang,“使用深度傳感器進行實時音樂播放的3D手指跟踪和識別圖像處理”,  多媒體工具和應用,第1卷。77,第8號,第9233 – 9248頁,2018年4月。(SCI / IF = 2.101)

    6.       C.H. Kuo, P.C. Chang, and S.W. Sun*, “Behavior Recognition Using Multiple Depth Cameras Based on a Time-Variant Skeleton Vector Projection”, IEEE Transactions on Emerging Topics in Computational Intelligence, Vol. 1, Issue 4, pp. 294 – 304, August, 2017.

    7.       S.W. Sun*, “Digit Recognition in Natural Scene Text”, Journal of Electronic Science and Technology, Vol. 15, No. 2, pp. 199 – 206, July, 2017.

    8.       S.W. Sun*, “People Tracking and 3D Visualization for an Interactive Tech-Art Exhibition”, Images & Recognition, Vol. 22, No. 3, pp. 59 – 71, September, 2016.

    9.       S.W. Sun*, C.H. Kuo, and P.C. Chang, “People Tracking in an Environment with Multiple Depth Cameras: A Skeleton-Based Pairwise Trajectory Matching Scheme”, Journal of Visual Communication and Image Representation, Vol. 35, pp. 36 – 54, February, 2016. (SCI/IF=2.259)

    10.    S.W. Sun*, Y.C.F. Wang, F. Huang, and H.Y.M. Liao, “Moving Foreground Object Detection via Robust SIFT Trajectories”, Journal of Visual Communication and Image Representation, Vol. 24, issue 3, pp. 232 – 243, April, 2013. (SCI/IF=2.259)

    11.    J.R. Chen, S.W. Sun, C.S. Lu, and P.C. Chang, “Video JET: Packet Loss-Resilient Video Joint Encryption and Transmission based on Media-Hash-Embedded Residual Data”, Multimedia Tools and Applications, Vol. 44, No. 2, pp. 249 – 278, July, 2009. (SCI/IF=2.101)

    12.    S.W. Sun, C.S. Lu, and P.C. Chang, “AACS-Compatible Multimedia Joint Encryption and Fingerprinting: Security Issues and Some Solutions”, Signal Processing: Image Communication, Vol. 23, No. 3, pp. 179 – 193, 2008. (SCI/IF=2.814)

    13.    C.S. Lu, S.W. Sun, C.Y. Hsu, and P.C. Chang, “Media Hash-dependent Image Watermarking Resilient Against Both Geometric Attacks and Estimation Attacks Based on False Positive-Oriented Detection”, IEEE Transactions on Multimedia, Vol. 8, No. 4, pp. 668 – 685, August, 2006. (SCI/IF=5.452)

    14.    S.W. Sun* and P.C. Chang, “Video Watermarking Synchronization Based on Profile Statistics”, IEEE Aerospace and Electronic Systems Magazine, Vol. 19, No. 5, pp. 21 – 25, May, 2004. (SCI/IF=2.113)

     

    會議論文|

    1.       Y.S. Lan, C.D. Chen, S.W. Sun, W.C. Yen, Y.T. Wang, Y.H. Yang, J.M. Day, K.L. Hua, “SMART: A Sensor-Triggerred Interactive MR Display,” IEEE Intl. Conf. on Image Processing (ICIP), Taipei, Taiwan, 2019.

    2.       W.C. Yen, C.C. Fang, S.W. Sun, K.L. Hua, and H.C. Shih, “Baseball Player Behavior Recognition System using Multimodal Features with an Augmented Reality Display on a Smart Glass,” IEEE Intl. Conf. on Multimedia and Expo (ICME), Shanghai, China, 2019.

    3.       C.C. Fang, T.C. Mou, S.W. Sun, and P.C. Chang, “Machine-Learning Based Fitness Behavior Recognition from Camera and Sensor Modalities,” IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) Workshop on Emerging Topics in XR (ETXR), Taichung, Taiwan, 2018.

    4.       C.C. Fang, W.C. Yen, Y.C. Chang, and S.W. Sun, “A Dancing Behavior Recognition System Based on Movement Kinematics,” IEEE International Conference on Visual Communications and Image Processing (VCIP), Taichung, Taiwan, 2018.

    5.       W.S. Huang, B.K. Hong, W.H. Cheng, S.W. Sun, and K.L. Hua, “A Cloud-based Intelligent Skin and Scalp Analysis System,” IEEE International Conference on Visual Communications and Image Processing (VCIP), Taichung, Taiwan, 2018.

    6.       Y.S. Lan, S.W. Sun, H.C. Shih, K.L. Hua, and P.C. Chang, “O-Shooting: An Orientation-based Basketball Shooting Mixed Reality Game Based on Environment 3D Scanning and Object Positioning,” IEEE Global Conference on Consumer Electronics (GCCE), Nara, Japan, 2018. (2nd prize, Excellent Poster Award)

    7.       Y.S. Lan, S.W. Sun, K.L. Hua, and W.H. Cheng, “O-Displaying: An Orientation-Based Augmented Reality Display on a Smart Glass with a User Tracking,” ACM SIGGRAPH Asia (SA), Bangkok, Thailand, 2017.

    8.       Y.W. Chuang, S.W. Sun, and P.C. Chang, “Driver Posture Recognition for 360-Degree Holographic Media Browsing,” IEEE Intl. Conf. on Ubi-Media Computing (U-Media), Pattaya, Thailand, 2017.

    9.       W.Y. Kuo, C.H. Kuo, S.W. Sun, P.C. Chang, and Y.T. Chen, “Machine Learning-Based Behavior Recognition System for a Basketball Player Using Multiple Kinect Cameras,” IEEE Intl. Conf. on Multimedia and Expo (ICME), Seattle, USA, 2016.

    10.    C.W. Wang, S.C. Hsu, and , S.W. Sun,  “Meet by Phone – The Application and Study of Pinch in Smart Phone Netart,”  IEEE Intl. Conf. on Ubi-Media Computing (U-Media), Moscow, Russia, 2016.

    11.    D. D. Thang, S. C. Hidayati, Y.Y. Chen, W.H. Cheng, S.W. Sun, and K.L. Hua. “A Spatial-pyramid Scene Categorization Algorithm based on Locality-aware Sparse Coding,” IEEE Intl. Conf. on Multimedia Big Data (BigMM), Taipei, Taiwan, 2016.

    12.    S.W. Sun, “Body Height Estimation from a Side View Depth Camera,” IEEE Asian Conference on Pattern Recognition (ACPR) workshop on Learning Semantics for Multimedia Big Data (LSMBD), Kuala Lumpur, Malaysia, 2015

    13.    S.W. Sun, J.W. Peng, W.C. Lin, Y.T. Chen, W.H. Cheng, and K.L. Hua, “An Interactive 3D Social Media Browsing System in a Tech-Art Gallery,” ACM SIGGRAPH Asia (SA), Kobe, Japan, 2015

    14.    J.W. Peng, S.W. Sun, W.H. Cheng, and Y.H. Yang, “eMosic: Mobile Media Pushing through Social Emotion Sensing,”  ACM Intl. Conf. on Multimedia (ACM MM), Brisbane, Australia, 2015

    15.    Y.T. Chang, S.W. Sun, C.W. You, W.H. Cheng, and K.L. Hua, “A Social Media Based Real Scene Navigation System with a Holographic Projection on a HUD,” ACM UbiComp, Osaka, Japan, 2015

    16.    K.W. Liu, I.P. Lin, S.W. Sun, W.H. Cheng, and X.S.C. Hsu, “G-Spacing: a Gyro Sensor Based Relative 3D Space Positioning Scheme,” ACM SIGGRAPH, Los Angeles, USA, 2015

    17.    S. Hidayati, C.H. Hsu, S.W. Sun, W.H. Cheng, and K.L. Hua, “An Efficient Algorithm for Periodic Halftone Identification,” IEEE Intl. Conf. on Multimedia and Expo (ICME) Workshops on Mobile Multimedia Computing, Torini, Italy, 2015.

    18.    Y.T. Chang, S.W. Sun, and J.W. Peng, “O-Browsing: An Orientation-Based Spatial-Temporal Social Photo Browsing System on a Mobile Device,” ACM SIGGRAPH Asia (SA), Shenzhen, China, 2014

    19.    S. C. Hidayati, K.L. Hua, W.H. Cheng, and S.W. Sun, “What are the Fashion Trends in New York?” ACM Intl. Conf. on Multimedia (ACM MM), Orlando, USA, 2014. (2nd prize, Grand Challenge)

    20.    Y.C. Lan, S.W. Sun, W.H. Cheng, K.L. Hua, and C.W. Peng, “A Real-time Human Identification System through Multimodal Information,” IEEE Intl. Conf. on Multimedia and Expo (ICME), Chengdu, China, 2014.

    21.    W.C. Lin, S.W. Sun, W.H. Cheng, Y.H. Yang, K.L. Hua, F. Wang, and J.J. Wang, “Attaching-Music: An Interactive Music Delivery System for Private Listening as Wherever You Go,” IEEE Intl. Conf. on Multimedia and Expo (ICME), Chengdu, China, 2014.

    22.    H.C. Wang, Y.Y. Chen, W.H. Cheng, S.W. Sun, and K.L. Hua, “Intraframe Coding with Massive Dictionaries of Tree-Structured Representations,” ACM Intl. Conf. Internet Multimedia Computing and Service (ICIMCS), Xiamen, China, 2014.

    23.    Y.T. Chang and S.W. Sun, “Cloud-Based Social Space: An Interactive 3D Social Media Browsing System,” ACM SIGGRAPH Asia (SA), Hong Kong, 2013

    24.    Y.T. Chang and S.W. Sun, “A Realtime Interactive Visualization System for Knowledge Transfer from Social Media in a Big Data,” IEEE ICICS, Tainan, Taiwan, 2013

    25.    C.H. Kuo, S.W. Sun, and P.C. Chang, “A Skeleton-based Pairwise Curve Matching Scheme for People Tracking in a Multi-Camera Environment,” APSIPA ASC, Kaohsiung, Taiwan, 2013

    26.    W.C. Lin, S.W. Sun, W.H. Cheng, Y.T. Chang, and Y.C. Lan, “Compass Fusion: High Precision Indoor People Localization and Identification,” ACM MobiSys, Taipei, Taiwan, 2013

    27.    C.H. Hsu, I.C. Shen, W.H. Cheng, and S.W. Sun, “Artistic Eye: Recognizing Key Viewing Points of Popular Sites,” ACM MobiSys, Taipei, Taiwan, 2013

    28.    S.W. Sun, W.H. Cheng, Y.C. Lin, W.C. Lin, Y.T. Chang, and C.W. Peng, “Whac-a-Mole: A Head Detection Scheme by Estimating the 3D Envelope from Depth Image,” IEEE Intl. Conf. on Multimedia and Expo (ICME), San Jose, CA, USA, 2013.

    29.    W.C. Lin, S.W. Sun, and W.H. Cheng, “A Depth-Based Crowded Heads Detection System through a Freely-Located Camera,” IEEE Intl. Conf. on Multimedia and Expo (ICME), San Jose, CA, USA, 2013.

    30.    K.T. Huang, S.W. Sun, M.C. Hu, W.H. Cheng, and T.H. Tsai,  “Traveling through Space-Time: An Interactive Photo Browsing System”, ACM SIGGRAPH Asia (SA), Singapore, 2012

    31.    S.W. Sun, W.H. Cheng, Y.L. Hung, I. Fan, C. Liu, J. Hung, C.K. Lin, and M. Liao, “Who’s Who in a Sports Video? An Individual Level Sports Video Indexing System,” IEEE Intl. Conf. on Multimedia and Expo (ICME), Melbourne, Australia, 2012.

    32.    S.W. Sun, Y.C. F. Wang, Y-L. Hung, C.L. Chang, K.C. Chen, S.S. Chen, H.M. Wang, and H.Y. M. Liao, “Automatic Annotation of Web Videos,” IEEE Intl. Conf. on Multimedia & Expo (ICME), Barcelona, Spain, 2011 (top 15% paper).

    33.    S.W. Sun, F. Huang, and H.Y. M. Liao, “Data-Driven Foreground Object Detection from a Non-Stationary Camera,” IEEE Intl. Conf. Pattern Recognition (ICPR), Istanbul, Turkey, 2010.

    34.    S.W. Sun, H.Y Lo, H.J. Lin, Y.S. Chen, F. Huang, and H.Y. M. Liao, “A Multi-Camera Tracking System That Can always Select A Better View to Perform Tracking,” APSIPA ASC, Sapporo, Japan, 2009.

    35.    D.Y. Chen, C.W. Su, Y.C. Zeng, S.W. Sun, W.R. Lai, and H.Y. M. Liao, “An Online People Counting System for Electronic Advertising Machines,” IEEE Intl. Conf. on Multimedia & Expo (ICME), New York, 2009.

    36.    S.W. Sun, C.S. Lu, and P.C. Chang, “Joint Multimedia Fingerprinting and Encryption: Security Issues and Some Solutions,” IEEE Intl. Conf. on Multimedia & Expo (ICME), Beijing, China, July 2007.

    37.    S.W. Sun, C.S. Lu, and P.C. Chang, “Biometric Template Protection: a Key-Mixed Template Approach,” IEEE Intl. Conf. Consumer Electronics (ICCE), Las Vegas, NV, January 2007.

    38.    S.W. Sun, J.R. Chen, C.S. Lu, P.C. Chang, and K.C. Fan, “Motion-Embedded Residual Error for Packet Loss Recovery of Video Transmission and Encryption,” SPIE Conf. Electronic Imaging (EI), San Jose, CA, January 2006.

    39.    S.W. Sun, C.S. Lu, C.Y. Hsu, and P.C. Chang, “Media Hash-dependent Image Watermarking Resilient Against Both Geometric Attacks and Estimation Attacks Based on False Positive-Oriented Detection,” International Conference on Digital Archive Technologies (ICDAT), Taipei, Taiwan, June 2005.

    40.    C.S. Lu, S.W. Sun, and P.C. Chang, “Robust Mesh-based Content-dependent Image Watermarking with Resistance to Both Geometric Attack and Estimation Attack,” SPIE Electronic Imaging (EI),  San Jose, CA, January 2005.

    41.    C.S. Lu, C.Y. Hsu, S.W. Sun, and P.C. Chang, “Robust Mesh-based Hashing for Copy Detection and Tracing of Images,” IEEE Intl. Conf. on Multimedia & Expo (ICME), Taipei, Taiwan, June 2004.

    42.    S.W. Sun and P.C. Chang, “Image Watermarking System Based on Centroid Projection,” IEEE ICICS-PCM, volume 2C2.3, pages 1-5, Singapore, December 2003.

    43.    S.W. Sun and P.C. Chang, “Video Watermarking Synchronization Based on Profile Statistics,” IEEE International Carnanhan Conference on Security Technology, pages 410-413, Taipei, Taiwan, October 2003.

    44.    S.W. Sun, T.T. Lu, and P.C. Chang, “Image Watermarking Synchronization by Significant MSB Plane Matching,” IEEE Pacific Rim Conference on Multimedia (PCM), pages 468-476, Hsin-Chu, Taiwan, December 2002.

     

    科技藝術作品|

    1.           「機器感知」
    2017「北藝大新媒系/中央大學資工系跨域展演」,國立中央大學。

    2.          「電光一閃」
    2016「關渡光藝術節」,臺北藝術大學。

    3.          「漫漫走」
    2016「關渡光藝術節」,臺北藝術大學。

    4.          「空間記憶」
    2015 ACM SIGGRAPH Asia,日本神戶。
    2015「後喚術」,台北數位藝術中心。
     

    研究計畫|

    1.       「應用於智慧眼鏡之擴增實境與3D環繞聲響之互動表演系統」,(2018-2020, 主持人, 科技部專題研究計畫, 國立臺北藝術大學新媒體藝術學系)

    2.       「基於人工智慧大數據資訊分析及關鍵運動參數擷取-棒球投打訓練最佳化及球員狀態快篩技術研發」,(2018-2019, 共同主持人, 科技部專題研究計畫, 元智大學電機工程系/國立臺北藝術大學新媒體藝術系/國立成功大學資訊工程系/國立中正大學資訊工程系共同執行)

    3.       「群模共舞: 一個支持互動藝術和開放表演的擴增實境劇院」,(2018-2020, 總計畫共同主持人, 科技部專題研究計畫, 國立中央大學資訊工程學系)

    4.       「應用於虛擬布袋戲與當代舞蹈跨域表演之機器學習演算動作辨識技術」,(2017-2018, 主持人, 科技部專題研究計畫, 國立臺北藝術大學新媒體藝術學系)

    5.       「應用於虛擬布袋戲之肌電與加速度感測器於表演動作辨識」,(2016-2017, 主持人, 科技部專題研究計畫, 國立臺北藝術大學新媒體藝術學系)

    6.       「虛擬布袋戲表演系統-總計畫暨子計畫一:應用於虛擬布袋戲之三維人偶自動建構及即時演出」,(2016-2017, 共同主持人, 科技部專題研究計畫, 國立中央大學資訊工程學系)

    7.       3D模型與複雜度設計案」,(2016, 主持人, 資訊工業策進會研究計畫, 國立臺北藝術大學新媒體藝術學系)

    8.       「藝術展演空間人物識別:於多深度攝影機、多行動裝置環境下之技術研究」,(2015-2016, 主持人, 科技部專題研究計畫, 國立臺北藝術大學新媒體藝術學系)

    9.       「歐盟 Horizon 2020 科研架構先期規劃計畫:手感互動數位電視」,(2014-2015, 執行學者: 孫士韋, 國立臺北藝術大學新媒體藝術學系/中央研究院資訊科技創新研究中心/成功大學/台灣科技大學/奧地利克拉根福大學/法國歐洲通訊學院共同執行)

    10.    2014年關渡藝術節:行動裝置即時雲端互動呈現」,(2014, 主持人, 國立臺北藝術大學電影與新媒體學院/資訊工業策進會共同執行)

    11.    CPR+AED急救宣導巴士-緊急救護術之人類執行動作品質評估系統」,(2013-2014, 共同主持人: 孫士韋, 中央研究院資訊科技創新研究中心/國立臺北藝術大學新媒體藝術學系共同執行)

    12.    「以彩色深度攝影機為基礎的人物偵測與3D空間定位技術研究」,(2013-2014, 主持人, 科技部專題研究計畫, 國立臺北藝術大學新媒體藝術學系)

    13.    「以個體為基礎的運動比賽視訊索引技術研究」,(2012-2013, 主持人, 科技部專題研究計畫, 國立臺北藝術大學新媒體藝術學系)

     

    國際學術獲獎與榮譽|

    1.       國際電機電子學會全球消費性電子學術研討年會 (IEEE GCCE) -「傑出海報論文獎(Excellent Poster Award)(October, 2018)

    2.        國際電機電子學會智慧計算創新的學術期刊 (IEEE關於計算智能新興主題的交易) “前十大熱門文獻排行榜” (2017年8月)

    3.        國際計算機學會多媒體學術研究討年會(ACM Multimedia)「電腦多媒體應用頂尖挑戰獎(Multimedia Grand Challenge)(2014年11月)



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