Time-To-Contact Forecasting by Modeling the Apparent Size of Obstacles

被引:2
|
作者
Sanchez Garcia, Angel [1 ]
Rios Figueroa, Homero [1 ]
Carapia, Gustavo Quintana [2 ]
Montano Rivas, Aurora [3 ]
Marin Hernandez, Antonio [1 ]
机构
[1] Univ Veracruz, Res Ctr Artificial Intelligence, Xalapa 91090, Veracruz, Mexico
[2] Vrije Univ Brussel, ELEC Dept, B-1050 Brussels, Belgium
[3] Univ Veracruz, Sch Stat & Informat, Xalapa 91120, Veracruz, Mexico
来源
2017 INTERNATIONAL CONFERENCE ON MECHATRONICS, ELECTRONICS AND AUTOMOTIVE ENGINEERING (ICMEAE) | 2017年
关键词
Time-To-Contact; Tau-margin; Time series; Apparent size; ARIMA model; COLLISION; FIELD; FLOW;
D O I
10.1109/ICMEAE.2017.12
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 growing demand for rapid response to tasks that robotic systems carried out, makes us increasingly think about robust and fast approaches. This paper presents a novel approach based on modeling the task known as Time-to-contact, in order to forecast the time it would take for a robot to collide with a detected object. For this we use an statistical approach based on time series. In addition, the location of potential obstacles is performed by passive sensors (monocular vision) in order to save energy and money than other more sophisticated sensors. Experimental results from the application of the method on real scenarios from other publications are reported.
引用
收藏
页码:3 / 7
页数:5
相关论文
共 50 条
  • [41] The effects of tennis practice on the development of time-to-contact estimates
    Benguigui, N
    Ripoll, H
    JOURNAL OF SPORT & EXERCISE PSYCHOLOGY, 1998, 20 : S127 - S127
  • [42] Time-to-contact perception during simulated night landing
    Prowse, Gavin
    Palmisano, Stephen
    Favelle, Simone
    INTERNATIONAL JOURNAL OF AVIATION PSYCHOLOGY, 2008, 18 (02): : 207 - 223
  • [43] Learning Strategy in Time-to-Contact Estimation of Falling Objects
    Kambara, Hiroyuki
    Ohishi, Keiichi
    Koike, Yasuharu
    JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2011, 15 (08) : 972 - 979
  • [44] Vantage-point dependence of time-to-contact judgments
    Hecht, H.
    Landwehr, K.
    PERCEPTION, 2011, 40 : 224 - 224
  • [45] Asynchronous visual event-based time-to-contact
    Clady, Xavier
    Clercq, Charles
    Ieng, Sio-Hoi
    Houseini, Fouzhan
    Randazzo, Marco
    Natale, Lorenzo
    Bartolozzi, Chiara
    Benosman, Ryad
    FRONTIERS IN NEUROSCIENCE, 2014, 8
  • [46] Research paradigm as a factor influencing estimates of time-to-contact
    Manser, MP
    Hancock, PA
    Kinney, CA
    PROCEEDINGS OF THE HUMAN FACTORS AND ERGONOMICS SOCIETY - 40TH ANNUAL MEETING, VOLS 1 AND 2: HUMAN CENTERED TECHNOLOGY - KEY TO THE FUTURE, 1996, : 1202 - 1206
  • [47] Landing with Time-to-Contact and Ventral Optic Flow Estimates
    Izzo, Dario
    de Croon, Guido
    JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2012, 35 (04) : 1362 - 1367
  • [48] Effects of a moving distractor object on time-to-contact judgments
    Oberfeld, Daniel
    Hecht, Heiko
    JOURNAL OF EXPERIMENTAL PSYCHOLOGY-HUMAN PERCEPTION AND PERFORMANCE, 2008, 34 (03) : 605 - 623
  • [49] Development of a Generic Time-to-Contact Pilot Guidance Model
    Lu, Linghai
    Jump, Michael
    Padfield, Gareth D.
    JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2018, 41 (04) : 904 - 915
  • [50] Evaluation of time-to-contact measures for assessing postural stability
    Haddad, JM
    Gagnon, JL
    Hasson, CJ
    Van Emmerik, REA
    Hamill, J
    JOURNAL OF APPLIED BIOMECHANICS, 2006, 22 (02) : 155 - 161