PPT-Modeling Speckle Noise Using MATLAB

Adam Baldoni Dickinson College Mentor Dr Ilker Kocyigit Dartmouth College What is speckle Noise phenomenon that occurs in imaging Why is speckle important Ultrasound SAR Where does speckle come from. 1 uct brPage 2br 2 Stati tical methods of age resto on 3 Present lculat ns brPage 3br brPage 4br 4 nc us on Ack owledg ments Refer nces 23 69 73 15 6 22 60 21 A2 . . SimRF. . Application Note. Sheila P. Werth, Stephen J. Bitar, & Sergey N. Makarov. ECE Dept. WPI, Worcester, MA. July 5. th. 2011 . 1. Outline. Concept . of a noisy operational amplifier. (TAMA and) LIGO . and KAGRA. Mark Barton. July GW Seminar. 7/24/15. Prehistory. Started modeling the X-pendulum I developed for TAMA300 at ICRR 1993-7.. Originally . Mathematica. . v2.2 (now v10.1)!. powerline. communication networks. Marcel Nassar, Kapil Gulati, Yousof Mortazavi, and Brian . L. . Evans. Department of Electrical and Computer Engineering. The University of Texas at Austin. Outline. J.Kirkpatrick. , Ph.D.. Department of Biomedical Engineering. Michigan Technological University. 1400 Townsend Dr.. Houghton, MI 49931 USA. sjkirkpa@mtu.edu. Singular . Optics in Biomedicine. Optical Vortex Metrology. Task ID: 1836.063. Prof. Brian L. Evans. Wireless Networking and Communications Group. Cockrell School of Engineering. The University of Texas at Austin. bevans@ece.utexas.edu. http://www.ece.utexas.edu/~bevans/projects/plc. Modeling Social Network Structures and their Dynamic Evolution with User-generated Data on IoT. . REU Student: . Morzouk Lawal. Graduate mentors: . Marzieh Edraki. Faculty Mentor(s):. Dr. GuoJun Qi. . Despeckling. . for. . Contrast. . Enhancement. Tay. , P. C., . Garson. , C. D., . Acton. , S. T., & . Hossack. , J. A. (2010). . Ultrasound. . despeckling. . for. . contrast. . enhancement. Gabriela . Caires. de Jesus, Tianhang Lu, . Itamar. . Shapira. , James Tatum, Yu Zhou. Advisors: Anita . Mahadevan. -Jansen, Ph.D. , Matthew Walker III, Ph.D.. BACKGROUND. Surgical operations to remove the thyroid gland may inadvertently result in a loss of perfusion (blood flow) to the surrounding parathyroid glands. Other than visual observation, endocrine surgeons have no way of knowing the perfusion state of the parathyroid glands.. Gas Compressor . Noise in PA State Forests, . Marcellus . Shale . Formation. Becky Lorig – . MGIS Candidate. Dr. Julian Avery – . . Advisor . Source: Elk State Forest Wikipedia. Overview. Background. computation . tools. .. Others include. Maple. Mathematica. MathCad. MATLAB Excels at. Numerical calculations. Especially involving matrices. Graphics. MATLAB stands for . Mat. rix . Lab. oratory. Why MATLAB. Computing & Systems Technology Division (CAST) Welcomes Zuyi (Jacky) Huang Assistant Professor Department of Chemical Engineering Inverted - classroom Approaches to Educate Undergraduate and High - sc . 1. Forward modeling operator . L. d. (x) = . (x |x’). m(x’) dx’. ò. Model. Space. G. model. data. Integral . Equation:. 2-way time. Forward Modeling. 2-way time. Forward Modeling: Sum of Weighted Hyperbolas. The Allan Variance Method. 0. You should be able to answer these questions…. PART I: MOTIVATION. What is noise?. What is noise modeling and why is it required?. PART . II: BASICS. How is noise characterized?.