相关实验视频
Updated: Jul 4, 2025

04:43
Visualizing Visual Adaptation
Published on: April 24, 2017
9.0K
一个尖的人工视觉架构,基于完全模仿人类视觉
Yi Wu1,2, Wenjie Deng2, Kexin Li2
1Faculty of Materials and Manufacturing, Beijing University of Technology, Beijing, 100124, China.
Advanced materials (Deerfield Beach, Fla.)
|February 6, 2024
概括
这项研究介绍了一种新的人工视觉系统,使用自动供电,事件触发的尖端光探测器和人工突触. 这种生物启发的设计可以实现高精度的人类行动识别,低功耗.
科学领域:
- 人工智能的人工智能
- 神经科学是一个神经科学.
- 计算机视觉 计算机视觉
背景情况:
- 智能视觉系统需要持续,低功耗的操作,模仿人类视觉.
- 当前的人工视觉系统由于不断的处理和复杂的算法而消耗大量的电力.
- 生物视觉的事件触发尖提供了更高的效率和更低的能源使用.
研究的目的:
- 提出一种由人类视觉系统启发的新的人工视觉架构.
- 开发自动供电,事件触发的尖端光探测器和集成的人工突触.
- 为了演示一个始终启动的,低功耗的人工视觉系统用于图像处理任务.
主要方法:
- 开发了自动供电,事件触发的尖端光探测器,直接输出光调节的尖端信号.
- 集成的人工突触单元来处理这些尖端信号.
- 使用初级的人工神经网络实现图形,手势和人类行动识别.
主要成果:
- 在五个时代内,在人类行动识别方面取得了90%的准确性.
- 通过新的架构展示了强大的图像处理能力.
- 证实了始终在线,低功耗的必要性.
结论:
- 基于尖端光探测器和人工突触的拟议架构,为现有的人工视觉系统提供了可行的替代方案.
- 这种生物灵感的方法可以显著降低功耗,同时保持高性能.
- 该系统有效地处理视觉信息,实现诸如动作识别等应用程序.
相关概念视频
Visual System
584
Light enters the eye through the cornea, a transparent, dome-shaped surface covering the surface of the eyeball that helps to direct and focus incoming light. This light is then channeled toward the pupil, an adjustable opening whose size is controlled by the iris. The iris, a pigmented muscle, regulates the amount of light entering the eye by contracting or dilating the pupil, thereby ensuring optimal light levels for clear vision.
Once through the pupil, the light passes through the lens, a...
Once through the pupil, the light passes through the lens, a...
584
Vision
53.4K
Vision is the result of light being detected and transduced into neural signals by the retina of the eye. This information is then further analyzed and interpreted by the brain. First, light enters the front of the eye and is focused by the cornea and lens onto the retina—a thin sheet of neural tissue lining the back of the eye. Because of refraction through the convex lens of the eye, images are projected onto the retina upside-down and reversed.
53.4K
Depth Perception and Spatial Vision
653
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.
653
Color Vision
580
Color perception begins in the retina, the light-sensitive layer at the back of the eye. Two main theories explain how colors are seen: the trichromatic theory and the opponent-process theory. The trichromatic theory, proposed by Thomas Young in 1802 and extended by Hermann von Helmholtz in 1852, suggests that color vision is based on three types of cone receptors in the retina. These cones are sensitive to different but overlapping ranges of wavelengths corresponding to red, blue, and green.
580
Parallel Processing
152
The brain processes sensory information rapidly due to parallel processing, which involves sending data across multiple neural pathways at the same time. This method allows the brain to manage various sensory qualities, such as shapes, colors, movements, and locations, all concurrently. For instance, when observing a forest landscape, the brain simultaneously processes the movement of leaves, the shapes of trees, the depth between them, and the various shades of green. This enables a quick and...
152
Anatomy of the Eyeball
7.1K
The eye is a spherical, hollow structure composed of three tissue layers. The outer layer — the fibrous tunic, comprises the sclera — a white structure — and the cornea, which is transparent. The sclera encompasses some of the ocular surface, most of which is not visible. However, the 'white of the eye' is distinctively visible in humans compared to other species. The cornea, a clear covering at the front of the eye, enables light penetration. The eye's middle...
7.1K

