Context mitigates crowding: Peripheral object recognition in real-world images

被引:7
作者
Wijntjes, Maarten W. A. [1 ]
Rosenholtz, Ruth [2 ]
机构
[1] Delft Univ Technol, Ind Design Engn, Perceptual Intelligence Lab, Delft, Netherlands
[2] MIT, Dept Brain & Cognit Sci, CSAIL, E25-618, Cambridge, MA 02139 USA
关键词
Object recognition; Crowding; Context; Integration; Shrink-wrap; FIGURE-GROUND ORGANIZATION; HIERARCHICAL-MODELS; RESOLUTION; RESPONSES;
D O I
10.1016/j.cognition.2018.06.015
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Object recognition is often conceived of as proceeding by segmenting an object from its surround, then integrating its features. In turn, peripheral vision's sensitivity to clutter, known as visual crowding, has been framed as due to a failure to restrict that integration to features belonging to the object. We hand-segment objects from their background, and find that rather than helping peripheral recognition, this impairs it when compared to viewing the object in its real-world context. Context is in fact so important that it alone (no visible target object) is just as informative, in our experiments, as seeing the object alone. Finally, we find no advantage to separately viewing the context and segmented object. These results, taken together, suggest that we should not think of recognition as ideally operating on pre-segmented objects, nor of crowding as the failure to do so.
引用
收藏
页码:158 / 164
页数:7
相关论文
共 50 条
  • [1] [Anonymous], 2011, 2011 IEEE INT C MULT
  • [2] [Anonymous], P ECCV
  • [3] [Anonymous], 2014, Oxford Handbook of Perceptual Organization
  • [4] [Anonymous], 1967, Cognitive Psychology
  • [5] [Anonymous], J VISION
  • [6] [Anonymous], P NIPS
  • [7] [Anonymous], 1982, Vision
  • [8] [Anonymous], P NIPS
  • [9] The dependence of crowding on flanker complexity and target-flanker similarity
    Bernard, Jean-Baptiste
    Chung, Susana T. L.
    [J]. JOURNAL OF VISION, 2011, 11 (08):
  • [10] RECOGNITION-BY-COMPONENTS - A THEORY OF HUMAN IMAGE UNDERSTANDING
    BIEDERMAN, I
    [J]. PSYCHOLOGICAL REVIEW, 1987, 94 (02) : 115 - 147