Method and System for Training a Landmark Detector using Multiple Instance Learning
    132.
    发明申请
    Method and System for Training a Landmark Detector using Multiple Instance Learning 有权
    使用多实例学习训练地标检测器的方法和系统

    公开(公告)号:US20120070074A1

    公开(公告)日:2012-03-22

    申请号:US13228509

    申请日:2011-09-09

    CPC classification number: G06K9/6257 G06K2209/051

    Abstract: An apparatus and method for training a landmark detector receives training data which includes a plurality of positive training bags, each including a plurality of positively annotated instances, and a plurality of negative training bags, each including at least one negatively annotated instance. Classification function is initialized by training a first weak classifier based on the positive training bags and the negative training bags. All training instances are evaluated using the classification function. For each of a plurality of remaining classifiers, a cost value gradient is calculated based on spatial context information of each instance in each positive bag evaluated by the classification function. A gradient value associated with each of the remaining weak classifiers is calculated based on the cost value gradients, and a weak classifier is selected which has a lowest associated gradient value and given a weighting parameter and added to the classification function.

    Abstract translation: 用于训练地标检测器的装置和方法接收训练数据,训练数据包括多个正训练袋,每个正训练袋包括多个带有正面注释的实例,以及多个负训练袋,每个包括至少一个负注释实例。 基于积极的训练袋和负面训练袋训练第一个弱分类器来初始化分类功能。 使用分类函数评估所有训练实例。 对于多个剩余分类器中的每一个,基于由分类函数评估的每个正包中的每个实例的空间上下文信息来计算成本值梯度。 基于成本值梯度计算与剩余弱分类器中的每一个相关联的梯度值,并且选择具有最低相关梯度值并给出加权参数并加到分类函数的弱分类器。

    FLOOR AND TILE SYSTEM WITH PAD
    133.
    发明申请
    FLOOR AND TILE SYSTEM WITH PAD 审中-公开
    地板和地板系统与垫

    公开(公告)号:US20120017528A1

    公开(公告)日:2012-01-26

    申请号:US12843033

    申请日:2010-07-25

    Applicant: David Liu

    Inventor: David Liu

    Abstract: A method for installing flooring boards is provided. The method comprises laying down a two layer pad on a floor, applying a band of adhesive, laying a flooring board on the top of the two shifted-layer pad and the edge of the floor board occupying one half of the width of the band, and laying an adjacent floor board, which covers the remaining of the band of the adhesive.

    Abstract translation: 提供了一种用于安装地板的方法。 该方法包括在地板上放置两层衬垫,施加一层粘合剂,在两个移位层衬垫的顶部铺设一层地板,并占据地板宽度的一半的地板板边缘, 并铺设相邻的底板,其覆盖粘合剂带的剩余部分。

    ELECTRONIC SENSING FOR NUCLEIC ACID SEQUENCING
    135.
    发明申请
    ELECTRONIC SENSING FOR NUCLEIC ACID SEQUENCING 有权
    用于核酸序列的电子感测

    公开(公告)号:US20090170716A1

    公开(公告)日:2009-07-02

    申请号:US11967600

    申请日:2007-12-31

    Applicant: Xing Su David Liu

    Inventor: Xing Su David Liu

    CPC classification number: C12Q1/6869 C12Q2565/607 C12Q2563/113 C12Q2521/319

    Abstract: Methods for sequencing nucleic acids are presented. Sequencing is accomplished through the detection of a redox active species that is indicative of nucleotide incorporation. In embodiments of the invention, an electrochemical signal indicative of nucleotide incorporation is amplified through cycling before it is detected. Arrays are provided that are capable of massively parallel nucleic acid sequence determination.

    Abstract translation: 介绍了核酸测序方法。 通过检测指示核苷酸掺入的氧化还原活性物质来完成测序。 在本发明的实施方案中,指示核苷酸掺入的电化学信号在检测到之前通过循环被放大。 提供能够大规模平行核酸序列测定的阵列。

    Identifying early adopters and items adopted by them
    136.
    发明授权
    Identifying early adopters and items adopted by them 有权
    识别他们采用的早期采用者和物品

    公开(公告)号:US07536322B1

    公开(公告)日:2009-05-19

    申请号:US10804811

    申请日:2004-03-19

    Abstract: Computer processes are disclosed for identifying and informing users of early adopter items. In one embodiment, scores are generated for particular items represented in an electronic catalog, with each score reflecting an extent to which a corresponding item has been ordered by customers who tend to order items promptly after they become available. Information pertaining to such scores may be incorporated into item detail pages of the electronic catalog to assist customers in making item selection decisions. For example, the electronic catalog may identify specific items as early adopter items, and/or may display information pertaining to the degree to which specific items are early adopter items.

    Abstract translation: 公开了用于识别和通知用户早期采用者物品的计算机程序。 在一个实施例中,为电子目录中表示的特定项目生成分数,其中每个分数反映相应项目已被订购的程度,该客户倾向于在可用之后立即订购商品。 关于这些分数的信息可以被并入电子目录的项目详细页面中以协助客户进行项目选择决定。 例如,电子目录可以将特定项目识别为早期采用者项目,和/或可以显示与具体项目是早期采用者项目的程度有关的信息。

    METHODS OF PROMOTING OSTEOGENESIS
    137.
    发明申请
    METHODS OF PROMOTING OSTEOGENESIS 审中-公开
    促进骨质疏松症的方法

    公开(公告)号:US20080108658A1

    公开(公告)日:2008-05-08

    申请号:US11853751

    申请日:2007-09-11

    Abstract: The invention is directed to methods of bone healing by administering a p38 MAP kinase inhibitor. The invention is directed to methods of treating bone fractures, bone diseases, bone grafting, especially enhancing bone healing following facial reconstruction, maxillary reconstruction, mandibular reconstruction or tooth extraction, enhancing long bone extension, enhancing prosthetic ingrowth, and increasing bone synostosis by administering a p38 MAP kinase inhibitor.

    Abstract translation: 本发明涉及通过施用p38MAP激酶抑制剂的骨愈合方法。 本发明涉及治疗骨折,骨疾病,骨移植,特别是增强面部重建后的骨愈合,上颌骨重建,下颌骨重建或拔牙,增强长骨延伸,增强假体向内生长以及增加骨愈合的方法,通过施用 p38 MAP激酶抑制剂。

    Brush grip
    139.
    外观设计
    Brush grip 有权
    刷柄

    公开(公告)号:USD562008S1

    公开(公告)日:2008-02-19

    申请号:US29282011

    申请日:2007-07-09

    Applicant: David Liu

    Designer: David Liu

    Snow brush
    140.
    外观设计
    Snow brush 有权
    雪刷

    公开(公告)号:USD562007S1

    公开(公告)日:2008-02-19

    申请号:US29282339

    申请日:2007-07-17

    Applicant: David Liu

    Designer: David Liu

Patent Agency Ranking