Motion based parsing for video from Observational Psychology

被引:1
|
作者
Kokaram, A
Doyle, E [2 ]
Lennon, D
Joyeux, L
Fuller, R
机构
[1] Univ Dublin, Dept Elect Engn, Trinity Coll, Dublin, Ireland
[2] Univ Dublin, Dept Psychol, Trinity Coll, Dublin, Ireland
关键词
content based retrieval; motion estimation; image segmentation; video object tracking and enhancement; Bayesian inference;
D O I
10.1117/12.650603
中图分类号
TB8 [摄影技术];
学科分类号
0804 ;
摘要
In Psychology it is common to conduct studies involving the observation of humans undertaking some task. The sessions are typically recorded on video and used for subjective visual analysis. The subjective analysis is tedious and time consuming, not only because much useless video material is recorded but also because subjective measures of human behaviour are not necessarily repeatable. This paper presents tools using content based video analysis that allow automated parsing of video from one such study involving Dyslexia. The tools rely on implicit measures of human motion that can be generalised to other applications in the domain of human observation. Results comparing quantitative assessment of human motion with subjective assessment are also presented, illustrating that the system is a useful scientific tool.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Motion-based parsing of compressed video
    Bhandarkar, SM
    Khombhadia, AA
    INTERNATIONAL WORKSHOP ON MULTI-MEDIA DATABASE MANAGEMENT SYSTEMS- PROCEEDINGS, 1998, : 80 - 87
  • [2] Automatically parsing and labelling video based on camera motion qualitative analysis
    Shi, YC
    Zhou, XZ
    Luo, W
    Zhang, F
    2004 8TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION, VOLS 1-3, 2004, : 1543 - 1546
  • [3] Unsupervised Video Adaptation for Parsing Human Motion
    Shen, Haoquan
    Yu, Shoou-, I
    Yang, Yi
    Meng, Deyu
    Hauptmann, Alexander
    COMPUTER VISION - ECCV 2014, PT V, 2014, 8693 : 347 - 360
  • [4] Motion structure parsing and motion editing in 3D video
    Xu, Jianfeng
    Yamasaki, Toshihiko
    Aizawa, Kiyoharu
    ADVANCES IN MULTIMEDIA MODELING, PT 1, 2007, 4351 : 719 - 730
  • [5] Both music and video contribute to the parsing of a short motion picture animation
    Hamon-Hilll, Cindy
    Cohen, Annabel J.
    Klein, Raymond M.
    CANADIAN JOURNAL OF EXPERIMENTAL PSYCHOLOGY-REVUE CANADIENNE DE PSYCHOLOGIE EXPERIMENTALE, 2010, 64 (04): : 297 - 297
  • [6] Online parsing of sports coaching video through intrinsic motion analysis
    Ring, Dan
    Kokaram, Anil
    2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7, 2007, : 2237 - 2240
  • [7] Semantic parsing of street scenes from video
    Micusik, Branislav
    Kosecka, Jana
    Singh, Gautam
    INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2012, 31 (04): : 484 - 497
  • [8] Identification of the Background from Video Based on Motion Constraints
    Yu Yongyan
    Shu Yuqin
    PROCEEDINGS OF THE 2015 INTERNATIONAL SYMPOSIUM ON COMPUTERS & INFORMATICS, 2015, 13 : 967 - 974
  • [9] Video content parsing based on combined audio and visual information
    Zhang, T
    Kuo, CCJ
    MULTIMEDIA STORAGE AND ARCHIVING SYSTEMS IV, 1999, 3846 : 78 - 89
  • [10] Inter-video Similarity for Video Parsing
    Jacobs, Arne
    Luedike, Andree
    Herzog, Otthein
    INTELLIGENT INFORMATION PROCESSING IV, 2008, : 174 - 181