CAREER: Controllable Visual Cues: Analysis and Applications of Images as Sensory Signals in Complex Control Systems

职业:可控视觉提示:图像作为复杂控制系统中的感官信号的分析和应用

基本信息

  • 批准号:
    9876145
  • 负责人:
  • 金额:
    $ 20.46万
  • 依托单位:
  • 依托单位国家:
    美国
  • 项目类别:
    Continuing Grant
  • 财政年份:
    1999
  • 资助国家:
    美国
  • 起止时间:
    1999-09-01 至 2001-10-31
  • 项目状态:
    已结题

项目摘要

IIS-9876145Soatto, StefanoWashington University$51,710.00CAREER: Controllable Visual Cues: Analysis and Applications of Images as Sensory Signals in Complex Control SystemsThis is the first year funding of a four-year continuing award. This project is concerned with the study of vision as a sensor for engineering systems operating in complex, dynamic and unknown environments. It entails the analysis of measurable properties of images that depend upon controllable parameters such as the geometry and optics of the imaging device. These properties are called "controllable cues" and they include, for instance, stereo, motion and accommodation. In the project, the purposeful aspect of vision is emphasized: knowledge and representation of the environment are only functional to the accomplishment of control tasks, as for instance visual-based navigation, docking, manipulation, endoscopic surgery, Human-Machine Interaction. In order to address the issue of modeling and representation, it is necessary to understand how the geometry and the dynamics of the environment are related to the information coming from the imaging sensor. In the long term, these issues will become crucial in the study of complex systems, where low-level information needs to be organized in order to perform effective communication between different levels of a control hierarchy, or between different agents involved in the control structure. The research material will be integrated into an educational plan that spans graduate, undegraduate and pre-college levels. In addition, to emphasize physical intuition, the PI plan to develop an experimental setup on the use of controllable cues, which will be accessible by precollege students through an Internet educational service.
IIS-9876145 Soatto,Stefano华盛顿大学51710.00美元职业:可控视觉线索:在复杂控制系统中作为感觉信号的图像的分析和应用这是一个为期四年的连续奖项的第一年资助。该项目关注的是视觉作为在复杂、动态和未知环境中运行的工程系统的传感器的研究。它需要分析图像的可测量属性,这些属性取决于可控参数,例如成像设备的几何形状和光学器件。这些属性被称为“可控线索”,它们包括,例如,立体声,运动和调节。在该项目中,视觉的目的性方面得到了强调:环境的知识和表示只对完成控制任务起作用,例如基于视觉的导航,对接,操纵,内窥镜手术,人机交互。为了解决建模和表示的问题,有必要了解环境的几何形状和动态如何与来自成像传感器的信息相关。从长远来看,这些问题在复杂系统的研究中将变得至关重要,在复杂系统中,需要组织低级信息,以便在控制层次结构的不同级别之间或控制结构中涉及的不同代理之间进行有效的通信。研究材料将被纳入一个涵盖研究生、本科生和大学预科水平的教育计划。此外,为了强调物理直觉,PI计划开发一个关于使用可控线索的实验装置,该装置将通过互联网教育服务提供给学前学生。

项目成果

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Stefano Soatto其他文献

A Simple Hierarchical Pooling Data Structure for Loop Closure
用于闭环的简单分层池化数据结构
Feature tracking and object recognition on a hand-held
手持设备上的特征跟踪和对象识别
Supervised Momentum Contrastive Learning for Few-Shot Classification
用于少样本分类的监督动量对比学习
  • DOI:
  • 发表时间:
    2021
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Orchid Majumder;Avinash Ravichandran;Subhransu Maji;A. Achille;M. Polito;Stefano Soatto
  • 通讯作者:
    Stefano Soatto
Modeling Visual Representations : Sufficiency , Minimality , Invariance and Deep Approximation
视觉表示建模:充分性、极简性、不变性和深度近似
  • DOI:
  • 发表时间:
    2015
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Stefano Soatto;A. Chiuso
  • 通讯作者:
    A. Chiuso
Mumford-Shah on the Move: Region-Based Segmentation on Deforming Manifolds with Application to 3-D Reconstruction of Shape and Appearance from Multi-View Images
Mumford-Shah 的移动:基于区域的变形流形分割及其在多视图图像形状和外观 3D 重建中的应用

Stefano Soatto的其他文献

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{{ truncateString('Stefano Soatto', 18)}}的其他基金

RI: Small: Engineering and Learning Visual Representations
RI:小型:工程和学习视觉表示
  • 批准号:
    1422669
  • 财政年份:
    2014
  • 资助金额:
    $ 20.46万
  • 项目类别:
    Standard Grant
RI: Small: Modeling and Parsing Time Series for Causal Analysis with Application to Action Interpretation in Video of Natural and Man-made Environments
RI:小型:因果分析的建模和解析时间序列及其应用于自然和人造环境视频中的动作解释
  • 批准号:
    1018922
  • 财政年份:
    2010
  • 资助金额:
    $ 20.46万
  • 项目类别:
    Standard Grant
Frontiers of Activity Recognition
活动识别的前沿
  • 批准号:
    1036462
  • 财政年份:
    2010
  • 资助金额:
    $ 20.46万
  • 项目类别:
    Standard Grant
Remote Sensing for Early Detection of Wildfires
用于早期发现野火的遥感
  • 批准号:
    0969032
  • 财政年份:
    2010
  • 资助金额:
    $ 20.46万
  • 项目类别:
    Standard Grant
ADAPTIVE AND INTELLIGENT SYSTEMS: Models of Photometric, Geometric and Dynamic Characteristics of Video Imagery for Segmentation, Classification and Synthesis, Including Layers
自适应和智能系统:用于分割、分类和合成(包括图层)的视频图像的光度、几何和动态特征模型
  • 批准号:
    0622245
  • 财政年份:
    2006
  • 资助金额:
    $ 20.46万
  • 项目类别:
    Continuing Grant
Frontiers of Vision: A collaborative workshop on Computer Vision and its role in application with broad societal impact
视觉前沿:关于计算机视觉及其在具有广泛社会影响的应用中的作用的协作研讨会
  • 批准号:
    0513521
  • 财政年份:
    2005
  • 资助金额:
    $ 20.46万
  • 项目类别:
    Standard Grant
A Variational Framework for Reconstructing 3D Shape and Photometry from Multiple Images
从多个图像重建 3D 形状和光度测量的变分框架
  • 批准号:
    0208197
  • 财政年份:
    2002
  • 资助金额:
    $ 20.46万
  • 项目类别:
    Continuing Grant
Modeling, Detection and Recognition of Spatio-Temporal Events from Vide
Vide 时空事件的建模、检测和识别
  • 批准号:
    0200511
  • 财政年份:
    2002
  • 资助金额:
    $ 20.46万
  • 项目类别:
    Standard Grant
CAREER: Controllable Visual Cues: Analysis and Applications of Images as Sensory Signals in Complex Control Systems
职业:可控视觉提示:图像作为复杂控制系统中的感官信号的分析和应用
  • 批准号:
    0228544
  • 财政年份:
    2001
  • 资助金额:
    $ 20.46万
  • 项目类别:
    Continuing Grant

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