自然图像统计对直立方向判断的影响
Emily J A-Izzeddin1, Jason B Mattingley2, William J Harrison2
1Queensland Brain Institute, Building 79, University of Queensland, St Lucia, QLD 4072, Australia.
Cognition
|October 11, 2023
概括
我们的大脑使用长期的视觉先验和即时的背景来解释场景. 视觉感知根据新的信息快速调整这些先验,即使是误导性的,以理解自然图像.
科学领域:
- 认知神经科学 认知神经科学
- 计算视觉 计算机视觉 计算机视觉
- 心理学 心理学 心理学
背景情况:
- 人类的视觉感知依赖于来自环境规律的内部期望或先验.
- 这些场景先验往往被自然的图像变化所侵犯,但视觉功能仍然很强大.
- 预感对于感知至关重要,它与特定的情境信息一起工作.
研究的目的:
- 研究视觉感知中长期先验和即时的上下文信息之间的平衡.
- 了解如何使用自然主义刺激的内部标准来实现感知推理.
- 探索视觉处理中先验与上下文的动态权重.
主要方法:
- 使用自然主义图像设计了一个感知推断任务.
- 参与者根据他们的内部标准做出主观的感知判断.
- 计算机建模被用来估计观察者的表现.
主要成果:
- 通过结合低级别图像统计数据的先验,准确地建模了观察者表现.
- 这种统计先验的影响很快就被减轻了,以支持上下文信息.
- 这种重新加权甚至发生在情境信息误导的情况下.
结论:
- 高层次的视觉解释来自于根植于自然图像统计中的基本感知过程.
- 视觉系统动态调整其对先验和背景的依赖.
- 了解场景外观涉及一般期望和特定环境线索之间的复杂相互作用.
相关概念视频
Perceptual Constancy
418
Perceptual constancy is the ability to recognize that objects remain consistent and unchanged even when their appearance varies due to changes in sensory input. There are four main types of perceptual constancy: size constancy, shape constancy, color constancy, and brightness constancy.
Size constancy is the recognition that an object remains the same size, even when its image on the retina changes. For instance, a bus is perceived to be large enough to carry people, even if it looks tiny from...
Size constancy is the recognition that an object remains the same size, even when its image on the retina changes. For instance, a bus is perceived to be large enough to carry people, even if it looks tiny from...
418
Gestalt Principles of Perception
322
Gestalt principles provide a framework for understanding how humans perceive objects as unified wholes within their context. These principles are essential in explaining the cognitive processes that make sense of complex visual stimuli by organizing them into coherent groups. One fundamental principle is proximity, which posits that objects located close to each other are perceived as a collective group. For instance, when dots are positioned near one another, the visual system interprets them...
322
Depth Perception and Spatial Vision
689
Depth perception is the ability to perceive objects three-dimensionally. It relies on two types of cues: binocular and monocular. Binocular cues depend on the combination of images from both eyes and how the eyes work together. Since the eyes are in slightly different positions, each eye captures a slightly different image. This disparity between images, known as binocular disparity, helps the brain interpret depth. When the brain compares these images, it determines the distance to an object.
689
Influence of Earth's Curvature and Atmospheric Refraction on Leveling
114
During leveling, the Earth's curvature and atmospheric refraction introduce deviations in the line of sight from a true horizontal reference. When the line of sight is leveled, it remains perpendicular to the plumb line only at a single point. Beyond this, it deviates due to the Earth’s curvature, represented by the correction C. For a sight distance D, the deviation can be derived using the relationship:This relationship shows that the deviation increases quadratically with distance.
114


