EIGEN DECOMPOSITION Sample Clauses

EIGEN DECOMPOSITION. Eigen decomposition provides an attractive alternative to cross correlation matching. Although equivalent to normalised cross­correlation, it provides speed and accuracy increases not available with the original correlation co­efficient based technique. Eigen decomposition also enables matching to take place within a specialised matching space, based on the objects to be matched. This reduces the dimensionality of the matching process and effectively compresses the images. Originally, Eigen space matching focused on matching an entire object to another object. This required that the objects to be matched were complete and not occluded. Within the AVITRACK project this is quite unlikely, and were it to be assumed, many false matches would ensue. This makes the original technique unsuitable for use in this project, however, adaptations and variations upon the theme of Eigen matching, such as that discussed in [85] may be more applicable.
View Source
EIGEN DECOMPOSITION. It is possible to plot an image in high dimensional space, which for a standard 200*200 image, would have roughly 10.25 million possible points. This image plot could then be used to match other candidate images, and from this establish class ownership; however, this is a slow (due to the high dimensional nature of the image projection) and inaccurate system (due to the projection of noise, e.g. unwanted image sections). To minimise these problems, an Eigen space approach is taken. This approach finds the most important (principle) components of an object or set of objects and discards the noise. This system also reduces the dimensionality of the problem, thereby improving the accuracy and speed of the technique. In effect, the image is compressed, and then the compressed image is used for matching. In this case, and for the reasons given in Section 5.2, small sections (image sub­sections) may be used to classify the objects. This approach is known as an Eigen­Window approach. To understand the eigen­ window approach, it is useful to understand the founding Eigenspace approach. This approach aims to reduce the dimensionality of high dimensional information using principle components analysis (PCA).
View Source

Related to EIGEN DECOMPOSITION

  • Compositions any corporate action, legal proceedings or other procedures or steps are taken, or negotiations commenced, by any Security Party or by any of its creditors with a view to the general readjustment or rescheduling of all or part of its Indebtedness or to proposing any kind of composition, compromise or arrangement involving such company and any of its creditors; or

  • Board Composition Each Holder agrees to vote, or cause to be voted, all Shares owned by such Holder, or over which such Holder has voting control, from time to time and at all times, in whatever manner as shall be necessary to ensure that at each annual or special meeting of stockholders at which an election of directors is held or pursuant to any written consent of the stockholders, subject to Section 5, the following persons shall be elected to the Board: (a) As the Series A Director, one person designated from time to time by a majority of the holders of Series A Preferred Stock (the “Series A Designee”), for so long as 1,000,000 share of Series A Preferred Stock are outstanding, which number is subject to appropriate adjustment for any stock splits, stock dividends, combinations, recapitalizations and the like, which individual shall initially be ▇▇. ▇▇▇▇▇▇▇ ▇▇▇▇▇▇; (b) As the Common Stock Director, one person designated from time to time by a majority of the holders of Common Stock (the “Common Stock Designees”), which individual shall initially be ▇▇▇▇ ▇▇▇▇▇▇▇▇▇; and (c) The Company’s Chief Executive Officer, who as of the date of this Agreement is ▇▇▇▇▇▇▇▇▇ ▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇ M.D. (the “CEO Director”), provided that if for any reason the CEO Director shall cease to serve as the Chief Executive Officer of the Company, each of the Holders shall promptly vote their respective Shares (i) to remove the former Chief Executive Officer of the Company from the Board if such person has not resigned as a member of the Board; and (ii) to elect such person’s replacement as Chief Executive Officer of the Company as the new CEO Director. To the extent that any of clauses (a) through (c) above shall not be applicable, any member of the Board who would otherwise have been designated in accordance with the terms thereof shall instead be voted upon by all the Holders of the Company entitled to vote thereon in accordance with, and pursuant to, the Restated Certificate. For purposes of this Agreement, an individual, firm, corporation, partnership, association, limited liability company, trust or any other entity (collectively, a “Person”) shall be deemed an “Affiliate” of another Person who, directly or indirectly, controls, is controlled by or is under common control with such Person, including, without limitation, any general partner, managing member, officer, director or trustee of such Person, or any venture capital fund or registered investment company now or hereafter existing that is controlled by one (1) or more general partners, managing members or investment advisers of, or shares the same management company or investment adviser with, such Person.

  • Committee Composition The Redeployment Committee shall be comprised of equal numbers of representatives of the Hospital and of the Union. The number of representatives will be determined locally. Where for the purposes of HTAP (the Ontario Hospital Training and Adjustment Panel) there is another hospital-wide staffing and redeployment committee created or in existence, Union members of the Redeployment Committee shall serve on any such hospital-wide staffing committee established with the same or similar terms of reference, and the number of Union members on such committee will be proportionate to the number of its bargaining unit members at the particular Hospital in relation to other staff groups. Meetings of the Redeployment Committee shall be held during normal working hours. Time spent attending such meetings shall be deemed to be work time for which the representative(s) shall be paid by the Hospital at his or her regular or premium rate as may be applicable. Each party shall appoint a co-chair for the Redeployment Committee. Co-chairs shall chair alternative meetings of the Committee and will be jointly responsible for establishing the agenda of the Committee meetings, preparing minutes and writing such correspondence as the Committee may direct.

  • Composition If the Contractor is comprised of more than one legal entity, each such entity shall be jointly and severally liable hereunder.

  • Formation and Composition The Parties to this agreement will maintain a Joint Administration and Dispute Resolution Committee (JADRC) consisting of five (5) representatives of the employers and five (5) representatives of the Provincial Bargaining Council.