Content Extraction from Video Lectures for Low Power Display

被引:0
|
作者
Maji, Saurav [1 ]
Sharad, Mrigank [1 ]
机构
[1] IIT Kharagpur, Elect & Elect Commun Engn Dept, Kharagpur, W Bengal, India
关键词
compression; feature extraction; hardware image processing; low power; portable;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The exponential growth and proliferation of the MOOC platform in recent years has facilitated easy access to advanced learning materials in the form of video lectures across almost all major specializations. The ever expanding outreach of internet has further boosted the utility and attraction of this medium of learning across the globe. Handheld devices like i-pad and e-notebooks can be used to access such platforms. Such portable devices however, are constrained by their battery capacity and hence need frequent charging. This can limit the access period for streaming or playing saved video-lectures, while traveling or while in a remote/ rural set-up. Limited bandwidth may also obstruct the download/ streaming of such material. In this work we present techniques that can drastically reduce the power budget for playing such video lectures on portable devices. Using image processing techniques we extract only the essential features from a video lectures, such that there is minimal loss in the information conveyed by the instructor, while the total amount of data transaction and processing is reduced by a large amount. The proposed method can therefore facilitate streaming/playing of video lectures for longer duration for a single charge.
引用
收藏
页码:1997 / 2002
页数:6
相关论文
共 50 条
  • [1] DATA EXTRACTION FROM A VIDEO DISPLAY
    SANDERS, JJ
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1965, BM12 (3-4) : 147 - &
  • [2] Key-Lectures: Keyframes Extraction in Video Lectures
    Kumar, Krishan
    Shrimankar, Deepti D.
    Singh, Navjot
    MACHINE INTELLIGENCE AND SIGNAL ANALYSIS, 2019, 748 : 453 - 459
  • [3] Adaptive Video Content Manipulation for OLED Display Power Management
    Bhojan, Anand
    PROCEEDINGS OF THE 15TH EAI INTERNATIONAL CONFERENCE ON MOBILE AND UBIQUITOUS SYSTEMS: COMPUTING, NETWORKING AND SERVICES (MOBIQUITOUS 2018), 2018, : 236 - 245
  • [4] Design of Video Display Driving System for Low-power Electrowetting Display
    Chen Zhe-liang
    Lin Shan-ling
    Lin Zhi-xian
    Liao Qin-kai
    Li Tian-tian
    Tang Biao
    ACTA PHOTONICA SINICA, 2020, 49 (02)
  • [5] SemKeyphrase: An Unsupervised Approach to Keyphrase Extraction from MOOC Video Lectures
    Albahr, Abdulaziz
    Che, Dunren
    Albahar, Marwan
    2019 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE (WI 2019), 2019, : 303 - 307
  • [6] LVTIA: A new method for keyphrase extraction from scientific video lectures
    Hassani, Hamid
    Ershadi, Mohammad Javad
    Mohebi, Azadeh
    INFORMATION PROCESSING & MANAGEMENT, 2022, 59 (02)
  • [7] Automatic Keyphrase Extraction and Segmentation of Video Lectures
    Balagopalan, Arun
    Balasubramanian, Lalitha Lakshmi
    Balasubramanian, Vidhya
    Chandrasekharan, Nithin
    Damodar, Aswin
    2012 IEEE INTERNATIONAL CONFERENCE ON TECHNOLOGY ENHANCED EDUCATION (ICTEE 2012), 2012,
  • [8] Content generation of classroom lectures by HD video
    Kameda Y.
    Kyokai Joho Imeji Zasshi/Journal of the Institute of Image Information and Television Engineers, 2010, 64 (02): : 164 - 167
  • [9] Automatic and Smart Content Transformation of Video Lectures
    Furini, Marco
    2021 IEEE 18TH ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2021,
  • [10] Content-Adaptive Display Power Saving for Internet Video Applications on Mobile Devices
    Liu, Yao
    Xiao, Mengbai
    Zhang, Ming
    Li, Xin
    Dong, Mian
    Ma, Zhan
    Li, Zhenhua
    Guo, Lei
    Chen, Songqing
    ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2016, 12 (05)