Statistical Shape Models to Aid in Plant Species Identification
Statistical Shape Models to Aid in Plant Species Identification
批准号:
0836823
负责人:
David Jacobs
金额:
$1.0万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2008
资助国家:
美国
项目状态:
已结题
起止时间:
2008-09-01 至 2009-08-31
中文摘要
形状分析是计算机视觉中的一个基本问题。物体识别需要比较两个形状并确定相似性。问题是这是个物体?S形可能因关节、非刚性变形或同一类对象的不同实例之间的自然变化而变化。了解如何表示形状,如何匹配允许变形的形状,以及如何学习特定类别对象可能发生的变化类型是很重要的。PI有许多形状匹配的新方法,并已将它们应用于植物物种识别设备的构建。该系统可用于监测分布或发现新物种。形状分析有广泛的附加应用,从军事到医疗。PI将利用这笔资金在形状统计模型方面开展新的合作。
英文摘要
Shape analysis is a fundamental problem in computer vision. Object recognition requires comparison of two shapes and determination of similarity. The challenge is that an object?s shape may vary due to articulations, non-rigid deformations, or natural variations between different instances of objects from the same class. It is important to understand how to represent shape, how to match shape allowing for deformation, and how to learn the types of variations that can occur for a particular class of objec5ts. The PI has a number of new approaches to shape matching and has been applying them to the construction of devices for plant species identification. The system can be used to monitor distribution or discover new species. Shape analysis has a wide range of additional applications, from military ones to medical ones. The PI will use the funds to develop new collaborations in statistical models of shape.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
RI: Small: Understanding the Inductive Bias Caused by Invariance and Multi Scale in Neural Networks
-
批准号:2213335
-
项目类别:Standard Grant
-
资助金额:$60.0万
-
财政年份:2022
-
负责人:David Jacobs
-
依托单位:
RI: NSF-BSF: Small: Reconstructing Shape, Lighting and Reflectance Properties of Indoor Scenes from Video
-
批准号:1910132
-
项目类别:Continuing Grant
-
资助金额:$49.33万
-
财政年份:2019
-
负责人:David Jacobs
-
依托单位:
RI: Small: Bounded Distortion Models for Articulated and Deformable Object Recognition
-
批准号:1526234
-
项目类别:Continuing Grant
-
资助金额:$43.56万
-
财政年份:2016
-
负责人:David Jacobs
-
依托单位:
RI: Small: Collaborative Research: Visual Attributes for Identification and Search in Images
-
批准号:1116631
-
项目类别:Standard Grant
-
资助金额:$25.0万
-
财政年份:2011
-
负责人:David Jacobs
-
依托单位:
DISSERTATION RESEARCH: An interdisciplinary approach to testing intraspecific evolutionary processes
-
批准号:1110538
-
项目类别:Standard Grant
-
资助金额:$1.5万
-
财政年份:2011
-
负责人:David Jacobs
-
依托单位:
RI:Small:Robust Image Matching with Deformations and Lighting Variation
-
批准号:0915977
-
项目类别:Continuing Grant
-
资助金额:$21.87万
-
财政年份:2009
-
负责人:David Jacobs
-
依托单位:
Doctoral Dissertation Research: The Political Context of Union Certification Elections
-
批准号:0526315
-
项目类别:Standard Grant
-
资助金额:$0.0万
-
财政年份:2005
-
负责人:David Jacobs
-
依托单位:
Survival on Death Row: Exploring Individual, Conflict, and Political Explanations for Executions
-
批准号:0417736
-
项目类别:Standard Grant
-
资助金额:$0.0万
-
财政年份:2004
-
负责人:David Jacobs
-
依托单位:
U.S.-Sweden Workshop: Worldwide Access of Emerging Mathematical Technology, Stockholm, Sweden, August 1995
-
批准号:9500299
-
项目类别:Standard Grant
-
资助金额:$1.64万
-
财政年份:1995
-
负责人:David Jacobs
-
依托单位:
Deciding Identities in Nonassociative Algebras with Dynamic Programming
-
批准号:8905534
-
项目类别:Standard Grant
-
资助金额:$3.02万
-
财政年份:1989
-
负责人:David Jacobs
-
依托单位:
国内基金
海外基金
中医药协同SHAPE-T细胞治疗晚期胰腺癌的临床研究和免疫评价
-
批准号:2024PT012
-
项目类别:省市级项目
-
资助金额:17.5万元
-
批准年份:2024
-
负责人:韩力
-
依托单位: