1. Give an example of how one can exploit the associative property of convolution to more efficiently filter an image.
|
|
- Sherilyn Anderson
- 5 years ago
- Views:
Transcription
1 CS 376 Cmputer Visin Spring 2011 Prblem set 1 Out: Tuesday Feb 1 Due: Mnday Feb 14 11:59 PM See the end f this dcument fr submissin instructins. Visit us during ffice hurs t discuss any questins n the assignment. Or, if sending a questin via , please submit t cv-spring2011@cs.utexas.edu with CS376 in the subject line. I. Shrt answer prblems [30 pints] 1. Give an example f hw ne can explit the assciative prperty f cnvlutin t mre efficiently filter an image. 2. This is the input image: ([ ]. What is the result f dilatin with a structuring element [1 1 1]? The filter f = [ 0,,0,,0] gives an estimate f the first derivative f the image in the x 2 2 directin. What is the crrespnding secnd derivative filter f? (Hint: asymmetric filters must be flipped prir t cnvlutin.) 4. Name tw specific ways in which ne culd reduce the amunt f fine, detailed edges that are detected with the Canny edge detectr. 5. Describe a pssible flaw in the use f additive Gaussian nise t represent image nise. 6. Design a methd that takes vide data frm a camera perched abve a cnveyr belt at an autmtive equipment manufacturer, and reprts any flaws in the assembly f a part. Yur respnse shuld be a list f cncise, specific steps, and shuld incrprate several techniques cvered in class thus far. Specify any imprtant assumptins yur methd makes.
2 II. Prgramming prblem: cntent-aware image resizing [70 pints] Fr this exercise, yu will implement a versin f the cntent-aware image resizing technique described in Shai Avidan and Ariel Shamir s SIGGRAPH 2007 paper, Seam Carving fr Cntent- Aware Image Resizing. The paper is available ff the curse website. The gal is t implement the methd, and then examine and explain its perfrmance n different kinds f input images. First read thrugh the paper, with emphasis n sectins 3, 4.1, and 4.3. Nte: chsing the next pixel t add ne at a time in a greedy manner will give sub-ptimal seams; the dynamic prgramming slutin ensures the best seam (cnstrained by 8-cnnectedness) is cmputed. Use the dynamic prgramming slutin as given in the paper and explained in class. Write Matlab cde with functins that can d the fllwing tasks: Cmpute the energy functin at each pixel using the magnitude f the x and y gradients (equatin 1 in the paper) Cmpute the ptimal vertical seam given an image Cmpute the ptimal hrizntal seam given an image Reduce the image size by a specified amunt in ne dimensin (width r height decrease) Display the selected seam n tp f an image Functins with the fllwing interface: [utput] = reducewidth(im, numpixels) [utput] = reduceheight(im, numpixels) These functins take an input image im, and a parameter specifying hw many seams t carve, frm the width r height, respectively. The image im will be a h x w x 3 uint8 matrix, which is what imread returns fr a clr image. Put these functins in file named reducewidth.m and reduceheight.m
3 Set up scripts s that yu can play with the seam remval and specify different cmbinatins f hrizntal and vertical remvals. Apply yur system t the prvided images. View the results in clr, but nte that the gradients shuld be cmputed with the grayscale cnverted image. Matlab hints: Useful functins: imfilter, im2duble, fspecial, imread, imresize, rgb2gray, imagesc, imshw, subplt; T plt pints n tp f a displayed image, use imshw(im); fllwed by hld n; fllwed by plt( ). Be careful with duble and uint8 cnversins as yu g between cmputatins with the images and displaying them filtering shuld be dne with dubles. Answer each f the fllwing, and include image displays where apprpriate: 1. [10 pints] Run yur reduceheight functin n the prvided prague.jpg with numpixels = 100 (in ther wrds, shrink the height by 100 pixels). Run yur reducewidth functin n the prvided mall.jpg with numpixels = 100 (in ther wrds, shrink the width by 100 pixels). Display the utputs. 2. [10 pints] Display (a) the energy functin utput (ttal gradient magnitudes e 1 (I)) fr the prvided image prague.jpg, and (b) the tw crrespnding cumulative minimum energy maps (M) fr the seams in each directin (use the imagesc functin). Explain why these utputs lk the way they d given the riginal image s cntent. 3. [10 pints] Fr the same image prague.jpg, display the riginal image tgether with (a) the first selected hrizntal seam and (b) the first selected vertical seam. Explain why these are the ptimal seams fr this image. 4. [10 pints] Make sme change t the way the energy functin is cmputed (i.e., filter used, its parameters, r incrprating sme ther a prir knwledge). Display the result and explain the impact n the results fr sme example. 5. [30 pints] Nw, fr the real results! Use yur system with different kinds f images and seam cmbinatins, and see what kind f interesting results it can prduce. The gal is t frm sme perceptually pleasing utputs where the resizing better preserves cntent than a blind resizing wuld, as well as sme examples where the utput lks unrealistic r has artifacts. Include results fr the tw prvided images, plus at least three images f yur wn chsing. Include an example r tw f a bad utcme. Be creative in the images yu chse, and in the amunt f cmbined vertical and hrizntal carvings yu apply. Try t predict types f images where yu might see smething interesting happen. It s k t fiddle with the parameters (seam sequence, number f seams, etc) t lk fr interesting and explainable utcmes. Fr each result, include the fllwing things, clearly labeled (see title functin): (a) the riginal input image, (b) yur system s resized image, (c) the result ne wuld get if instead a simple resampling were used (via Matlab s imresize), (d) the input and utput image dimensins, (e) the sequence f enlargements and remvals that were used, and (f) a qualitative explanatin f what we re seeing in the utput.
4 III. [OPTIONAL] Extra credit [up t 10 pints each, max pssible 20 pints extra credit] Belw are ways t expand n the system yu built abve. If yu chse t d any f these (r design yur wn extensin) include in yur writeup an explanatin f the extensin as well as images displaying the results and a shrt explanatin f the utcmes. Als include a line r tw f instructins telling what needs t be dne t execute that part f yur cde. 1. Allw a user t mark an bject t be remved, and then remve seams until all pixels n that bject are gne (as suggested in sectin 4.6 f the paper). Either hard-cde the regin specific t the image, r allw interactive chices (Matlab s ginput r imply functins are useful t get muse clicks r draw plygns). 2. Design an alternate energy functin, instead f the gradient magnitude. Explain yur chice, and shw hw it can influence the results as cmpared t using the gradient magnitude. Chse an image r tw that illustrates the differences well. 3. T avid warping regins cntaining peple s faces, have the system try t detect skinclred pixels, and let that affect the energy map. Try using the hue (H) channel f HSV clr space (see Matlab s rgb2hsv functin t map t HSV clr space). Think abut hw t translate thse values int energy functin scres. 4. Implement functins t increase the width r height f the input image, blending the neighbring pixels alng a seam. (See the Seam Carving paper fr details.) Demnstrate n an image that clearly shws the impact. 5. Implement the greedy slutin, and cmpare the results t the ptimal DP slutin.
5 Submissin instructins: what t hand in Electrnically: Yur dcumented Matlab cde (including functins reducewidth.m and reduceheight.m) A first pdf file named file1.pdf cntaining the fllwing: Yur name at the tp Yur answers t Part I, numbered. A brief explanatin f yur implementatin strategy: a shrt paragraph r tw describing in English what yu have cmputed. Yur respnses and image results fr questins 1 thrugh 4 in Part II, numbered. Insert image figures in the apprpriate places fr these questins. A secnd pdf file named file2.pdf cntaining the fllwing: Yur name at the tp Yur respnses and image results fr questin 5 in Part II. (ptinal): any results and descriptins fr extra credit prtins. This file will be psted nline be sure t credit any pht surces. Tip: Hw t save as pdf? If yu have a pdf printer installed n yur cmputer, yu can cnvert a dcument prepared in Wrd t pdf. The CS machines have penffice installed, which will als allw yu t Save as a pdf file. Or, if yu wrk in Latex, yu can use pdflatex, r cmpile t a ps and then cnvert. Submit all the abve with ne call t turnin: >> turnin --submit shalini pset1 file1.pdf file2.pdf reducewidth.m reduceheight.m <therfunctin.m> <therfunctin.m> etc. Hardcpy: Als drp a hardcpy in the CS hmewrk drpbx in PAI Attach a cver page with the curse number CS376 and yur name, t make it easy t find in the drpbx. Please save paper by cncatenating shrter functins int a single page befre printing. Image acknwledgements: Thanks t the fllwing Flickr users fr sharing their phts under the Creative Cmmns license: mall.jpg is prvided by hey tiffany! prague.jpg david.niknvscann
a) Which points will be assigned to each center in the first iteration? b) What will be the values of the k new centers (means)?
CS 378 Cmputer Visin Prblem set 2 Out: Tuesday Sept 22 Due: Mnday Oct 5, by 11:59 PM See the end f this dcument fr submissin instructins. I. Shrt answer prblems [30 pints] 1. Suppse we are using k-means
More informationThe WHO e-atlas of disaster risk for the European Region Instructions for use
The WHO e-atlas f disaster risk fr the Eurpean Regin Instructins fr use 1 Last Update: June 2011 Cntents 1. Basic system requirements... 3 2. Structure f the WHO e-atlas... 4 2.1. Main menu... 4 2.1.1.
More informationThe UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Yu will learn the fllwing in this lab: The UNIVERSITY f NORTH CAROLINA at CHAPEL HILL Cmp 541 Digital Lgic and Cmputer Design Prf. Mntek Singh Fall 2016 Lab Prject (PART A): Attaching a Display t the Prcessr
More informationConsult with this syllabus before asking questions regarding the course rules. There will no exceptions to these rules.
Syllabus Cnsult with this syllabus befre asking questins regarding the curse rules. There will n exceptins t these rules. Curse: Math 20F: Linear Algebra Instructr Office Hurs: Prfessr Harel (APM 7420):
More informationFigure 1: A Battleship game by Pogo
CSCI 2312-002: Object Oriented Prgramming Final Prject Assigned: Octber 17, 2017 Design Due: Octber 24, 2017 IN CLASS (Graded as ne hmewrk grade) Final prject Due: Nvember 16, 2017 at 11:59 PM Fr many
More informationDXF2DAT 3.0 Professional Designed Computing Systems 848 W. Borton Road Essexville, Michigan 48732
Prgram Infrmatin 1 DXF2DAT 3.0 Prfessinal Designed Cmputing Systems 848 W. Brtn Rad Essexville, Michigan 48732 Cntact: (989) 892-4376 website: http://www.famwrk.net General Infrmatin: inf@famwrk.net Technical
More informationBanner pocket v3 Page 1/7. Banner pocket v3
Banner pcket v3 Page 1/7 Banner pcket v3 Descriptin Banner pcket will help yu get the printed sheets arranged in the way yu need fr attaching the frnt and back side pckets tgether. It will crp ne sides
More informationPreLab5 Temperature-Controlled Fan (Due Oct 16)
PreLab5 Temperature-Cntrlled Fan (Due Oct 16) GOAL The gal f Lab 5 is t demnstrate a temperature-cntrlled fan. INTRODUCTION The electrnic measurement f temperature has many applicatins. A temperature-cntrlled
More informationPhotoshop Elements: Color and Tonal Correction Basics
Phtshp Elements: Clr and Tnal Crrectin Basics Cntrast Lighten Phtshp Elements: Clr and Tnal Crrectin Basics 1 Sharpen Expsure Phtshp Elements: Clr and Tnal Crrectin Basics 2 Highlights and Shadws All key
More informationA4: Color. Light: You can usually any lighting that you wish.
Art 205 A4: Clr Original RAW Shts Due: Crit Date: Requires 2 Ink Jet Prints Munting Crrectly can btain 5 pints extra credit. (50 pints) Objectives: 1. Learn basic clr schemes fr design and aesthetics.
More informationPuget Sound Company Overview. Purpose of the Project. Solution Overview
Puget Sund Cmpany Overview Puget Sund Energy is Washingtn State s largest and ldest energy utility, serving nearly 1 millin electric custmers and mre than 650,000 natural gas custmers, primarily within
More informationName: Date: Period: 1. Multi-Genre Character Project
Name: Date: Perid: 1 Multi-Genre Character Prject A multi-genre prject is ne large prject with many different parts. Each part represents what yu knw abut a tpic and extends yur thinking in many ways.
More informationHospital Task Scheduling using Constraint Programming
Hspital Task Scheduling using Cnstraint Prgramming Authr: Chaman Chahal Supervisr: Dr. P. Bse, Schl f Cmputer Science Organizatin: Carletn University Curse: COMP4905 Date: Dec. 11, 2012 1 Abstract Hspitals
More informationOperating Instructions
TC 60/8 THERMOCOMPUTER TC 60/8 temp / time s s temp / time k start stp Operating Instructins Cntents General Infrmatin...1 Security Advice...1 Firing Curves...1 Typical Firing Curves...2 Entering a Firing
More informationECE 3829: Advanced Digital System Design with FPGAs A Term 2017
ECE 3829: Advanced Digital System Design with FPGAs A Term 2017 Lab 2- VGA display and Light Sensr interface Reprt due at start f class Friday September 15 th Use the prvided Ambient Light Sensr mdule
More informationTable of Contents. ilab Solutions: Core Facilities Core Usage Reporting
Revisin Date: 12/31/2012 Table f Cntents 1. Institutin, Cre Facility and Lab Administratin Reprting Overview...2 2. Hw d I access ilab Reprts?...3 3. What is the General Functinality fr ilab Reprting?...6
More informationSubmission Guidance. The Editorial Board is keen to receive submissions from students, past and present, of the University of Aberdeen.
Submissin Guidance The Editrial Bard is keen t receive submissins frm students, past and present, f the University f Aberdeen. Overview The purpse f the ASLR is t shwcase the wrk f the students f Aberdeen,
More informationLab3 Audio Amplifier (Sep 25)
GOAL Lab3 Audi Amplifier (Sep 25) The gal f Lab 3 is t demnstrate an audi amplifier based n an p amp and ttem-ple stage. OBJECTIVES 1) Observe crssver distrtin in a Class B ttem-ple stage. 2) Measure frequency
More informationFlash Image Rotator Web Part
Flash Image Rtatr Web Part User Guide Cpyright 2007 Data Springs Inc. All rights reserved. Table f cntents: 1 INTRODUCTION...3 2 INSTALLATION PROCEDURE...4 2.1 After installatin ntes:...5 2.2 Trubleshting...6
More informationLab2 Digital Weighing Scale (Sep 18)
GOAL Lab2 Digital Weighing Scale (Sep 18) The gal f Lab 2 is t demnstrate a digital weighing scale. INTRODUCTION The electrnic measurement f mass has many applicatins. A digital weighing scale typically
More informationPhotoVu Digital Picture Frame Service & Repair Guide
PhtVu Digital Picture Frame Service & Repair Guide PhtVu, LLC 2450 Central Ave, #G1 Bulder, CO 80301 USA www.phtvu.cm/supprt Versin: 1.0 Table f Cntents Getting Started... 3 Determine Yur Generatin f PhtVu
More informationPhotoshop Elements 7 Intermediate: Layout & Design
Phtshp Elements 7 Intermediate: Layut & Design Designing a prject... 2 Preparing pictures fr use in a prject... 2 Creating a new blank dcument... 2 Adding a picture(s) t a prject... 2 Turning n the Ruler/Grid...
More informationOperating Instructions
TC 40 THERMOCOMPUTER TC 40 start stp Operating Instructins Cntents General Infrmatin...1 Security Advice...1 Firing Curves...1 Typical Firing Curves...2 Entering a Firing Curve...2 Checing the Prgramme
More informationSpring 06 Assignment 3: Robot Motion, Game Theory
15-381 Spring 06 Assignment 3: Rbt Mtin, Game Thery Questins t Rng Yan(yanrng@cs.cmu.edu) Out: 2/21/06 Due: 3/7/06 Name: Andrew ID: Please turn in yur answers n this assignment (etra cpies can be btained
More informationYou Be The Chemist Challenge Official Competition Format
2018-2019 Yu Be The Chemist Challenge Official Cmpetitin Frmat This dcument prvides detailed infrmatin regarding the Challenge frmat at each level f the cmpetitin. Schl Crdinatrs, participants, and parents/guardians
More informationUpgrading to PlanetPress Suite Version 5
Upgrading t PlanetPress Suite Versin 5 Creatin date: September 2, 2005 Revisin date: June 14, 2006 Table f Cntents System Requirements... 4 Imprtant Cnsideratins... 4 Knwn Issues... 6 Prcedure t imprt
More informationA2: Aperture, DOF, & Focus
Art 205 A2: Aperture, DOF, & Fcus Original RAW Shts Due: Crit Date: Requires 2 Ink Jet Prints (50 pints) Objectives: 1. T understand hw apertures like f-16 & f-22 have a large DOF r range f fcus. 2. T
More informationTC 60 THERMOCOMPUTER TC 60. prog. start stop. Operating Instructions
TC 60 prg start stp THERMOCOMPUTER TC 60 h C/h C Operating Instructins Cntents General Infrmatin...1 Security Advice...1 Firing Curves...1 Typical Firing Curves...2 Entering a Firing Curve...2 Checing
More informationYear Three Home Learning Grid Autumn Term 1: Ancient Egypt
Year Three Hme Learning Grid Autumn Term 1: Ancient Egypt During the half term, cmplete ne task frm a clumn each week. Try t cmplete ne activity a week frm the maths grid t. Each week chse an activity
More informationFrequency Response of a BJT CE Amplifier
Frequency Respnse f a BJT CE Amplifier Run the experiment By clicking the arrw n the Tlbar. Chse values f C B & C C, C E & R C frm the crrespnding drp dwn menus. (Clicking the arrw n the right side f the
More informationExcel Step by Step Instructions Creating Lists and Charts. Microsoft
Infrmatin Yu Can Enter in a Wrksheet: Labels: Any type f text r infrmatin nt used in any calculatins. Labels are used fr wrksheet headings and make wrksheets easy t read and understand. Labels can als
More informationSecurity Exercise 12
Security Exercise 12 Asynchrnus Serial Digital Baseband Transmissin Discussin: In this chapter, yu learned that bits are transmitted ver a cpper wire as a series f vltage pulses (a prcess referred t as
More informationCOMP 110 INTRODUCTION TO PROGRAMMING WWW
COMP 110 INTRODUCTION TO PROGRAMMING WWW http://cmp110www.web.unc.edu Fall 2011 Hmewrk 3 Submissin Deadline: 10:59 AM, Oct 24 Overview Validating Multiple Chess Mves n a Chessbard Fr this assignment yu
More informationElements and Principles of Design Guided Notes
Name Perid Date Elements and Principles f Design Guided Ntes DO NOT LOSE THIS PACKET!!! We will be using this packet fr multiple days. Yu will nt get anther packet it yu lse this! Elements & Principles
More information1.12 Equipment Manager
Mdule 1 Categry 1 1.12 Equipment Manager Functin f the windw The windw is the central data file fr the Kntrl Pr and cllects the main data fr fees f an bject that t be used in this prject. The Equipment
More informationClaim Amalgamation. Getting Started. Amalgamate means to join 2 or more cell claims into one cell claim. Before you start:
Claim Amalgamatin Amalgamate means t jin 2 r mre cell claims int ne cell claim. Befre yu start: Yu will need t knw the title numbers f the cell titles fr amalgamatin. If yu are acting as an agent, yu must
More informationUsing the Register of Swiss Surnames
Using the Register f Swiss Surnames Switzerland Hw t Guide, Beginning Level: Instructin Octber 2015 GOAL This guide will teach yu t navigate the nline versin f the Register f Swiss Surnames, and hw t utilize
More informationDry Contact Sensor DCS15 User Manual
Dry Cntact Sensr DCS15 User Manual Help Versin updated till firmware 404i / SP456 Cpyright 2012, AKCess Pr C., Ltd.. Intrductin / What is a Dry Cntact Sensr The Dry Cntact sensr r DCS15 is a simple cnnectin
More informationProducing Research Posters
Dr Keith E. Fildes 21/23 Octber 2014 (with acknwledgments t Dr Lyuba Albul, CARR) Objectives This sessin will cver: The purpse f psters What shuld be included Design cnsideratins Getting started The fllw-up
More informationWhat your Board Should look like!
What yur Bard Shuld lk like! Fr almst every science fair prject, yu need t prepare a display bard t cmmunicate yur wrk t thers. In mst cases yu will use a standard, three-panel display bard that unflds
More informationAppendix D. Photography
Appendix D Phtgraphy 1 I. Taking Phtgraphs Taking phtgraphs is a required NWCA field activity that prvides an imprtant visual recrd f sampling activities at each site. Phtgraphs are taken with a digital
More informationBTEC EXTENDED DIPLOMA IN CREATIVE MEDIA PRODUCTION (GAMING)
BTEC EXTENDED DIPLOMA IN CREATIVE MEDIA PRODUCTION (GAMING) UNIT 72 COMPUTER GAME DESIGN ASSIGNMENT 2OF2 COMPUTER GAME CONCEPT & PRODUCTION Student Name: Grup: Games Prject Five: Cmputer Games Design Assignment
More informationSEARCHING PROVINCIAL NETLAW
SEARCHING PROVINCIAL NETLAW Prvincial NetLaw ffers access t all Acts, Ordinances and Regulatins currently in frce and applicable t all 9 prvinces frm 1910 t date. Each amendment t an Act, Ordinance r Regulatin
More informationExperiment 7 Digital Logic Devices and the 555-Timer
Experiment 7 Digital Lgic Devices and the 555-Timer Purpse: In this experiment we address the cncepts f digital electrnics and lk at the 555-timer, a device that uses digital devices and ther electrnic
More information2018 Print and DPI Annual Competition Rules
Brisbane Camera Grup 'Annual Cmpetitin' takes place in Nvember each year. It's the highlight f the club cmpetitin year and submissin standards are cnsistently high. All graded members are eligible and
More informationDialectical Journals. o o. Sample Dialectical Journal entry: The Things They Carried, by Tim O Brien Passages from the text Pg#s Comments & Questions
Bay Path Reginal Vcatinal Technical High Schl Summer Reading Assignment 2018 Any nvel by Neal Shusterman Students will read ne nvel by Neal Shusterman, any nvel, and cmplete six (6) dialectical jurnal
More information1. Constraint propagation
6.034 Artificial Intelligence, Fall 2006 Prf. Patrick H.Winstn Prblem Set 3 This prblem set is due Wednesday, Octber 18th at 11:59 PM. If yu have questins abut it, ask the TA email list. Yur respnse will
More informationTUTORIAL I ECE 555 CADENCE SCHEMATIC SIMULATION USING SPECTRE
TUTORIAL I ECE 555 CADENCE SCHEMATIC SIMULATION USING SPECTRE Cadence Virtus Schematic editing prvides a design envirnment cmprising tls t create schematics, symbls and run simulatins. This tutrial will
More informationExperiment 7 Digital Logic Devices and the 555-Timer
Experiment 7 Digital Lgic Devices and the 555-Timer Purpse: In this experiment we address the cncepts f digital electrnics and lk at the 555-timer, a device that uses digital devices and ther electrnic
More informationAltis Flight Manager. PC application for AerobTec devices. AerobTec Altis v3 User Manual 1
Altis Flight Manager PC applicatin fr AerbTec devices AerbTec Altis v3 User Manual 1 Table f Cntents Intrductin...3 Requirements...3 Installatin...3 Applicatin...3 USB Driver fr Altis v3 interface ALink...4.NET
More informationLab 1 Load Cell Measurement System
BME/ECE 386 Lab 1 Lad Cell Measurement System GOALS Lab 1 Lad Cell Measurement System 1) Build and test a lad cell amplifier. 2) Write an Arduin prgram t: a. Acquire data frm a lad cell amplifier b. Cmpute
More informationTee (Not a Coupler) Open Circuit Line. Z Z Z jz d
ECSE-2 Spring 22 Analysis Using Matlab Cable System R2 T2 Tee (Nt a Cupler) T TV Set Input R V 75 75 T3 Open Circuit Line The basic principle f this signal blcker is relatively simple. The CATV cable (T2
More informationLab 1 Load Cell Measurement System (Jan 09/10)
BME/ECE 386 Lab 1 Lad Cell Measurement System GOALS Lab 1 Lad Cell Measurement System (Jan 09/10) 1) Test the lad cell amplifier. 2) Write an Arduin prgram t: a. Acquire data frm a lad cell amplifier b.
More informationCascading Skirt Pattern
Cascading Skirt Pattern Fr this pattern yu will need: 1/3 yard f well draping fabric. Swimwear, dance fabrics, and very stretch knits are the perfect fabrics fr this pattern s style. (Yu can use ld T-shirts
More informationInsert Picture, reduce the size of a Picture and Wrap text around a picture
Insert Picture, reduce the size f a Picture and Wrap text arund a picture Yu can insert pictures frm different places, such as yur cmputer, an nline surce like Bing.cm, a webpage, r a scanned image. Insert
More informationThis app uses callas pdftoolbox server as the imposition engine and consequently you have to have that program installed on your Switch server.
Autmatic impsitin Page 1/8 Autmatic impsitin Descriptin Autmatic impsitin will d the mst cmmn impsitins fr yur digital printer. It will autmatically d flders fr A5, A4 r US Letter page sizes in either
More informationCATA Composer R2016 Fact Sheet. Add a New Dimension to Your Product Communications
CATA Cmpser R2016 Fact Sheet Add a New Dimensin t Yur Prduct Cmmunicatins Versin 1.0-8/11/2015 Table f Cntents 1. CATIA Cmpser: VALUE AT A GLANCE... 3 2. CATIA Cmpser: Overview... 4 2.1. Immediate Prductivity
More informationGuidelines for Preparation of Accepted Papers (Full Length) / Posters
23 rd Internatinal Cngress n Irrigatin and Drainage 8-14 Octber 2017, Mexic City, Mexic Theme: Mdernizing Irrigatin and Drainage fr a New Green Revlutin Guidelines fr Preparatin f Accepted Papers (Full
More informationAfter Earth Saving Our Future Lesson Plan
After Earth Saving Our Future Lessn Plan Fr Teachers: This lessn is designed fr use with several parts f this site: 1. Hme page and After Earth Saving the Future (link) 2. The Bidiversity Page (link) 3.
More informationHigh Level Design Circuit CitEE. Irere Kwihangana Lauren Mahle Jaclyn Nord
High Level Design Circuit CitEE Irere Kwihangana Lauren Mahle Jaclyn Nrd 12/16/2013 Table f Cntents 1 Intrductin. 3 2 Prblem Statement and Prpsed Slutin. 3 3 Requirements. 3 4 System Blck Diagram 4.1 Overall
More informationJournal of Mississippi Academy of Sciences
Jurnal f Mississippi Academy f Sciences Authr Guidelines Editrial Plicy. The Editrial Bard publishes articles n all aspects f science that are f general interest t the scientific cmmunity. General articles
More informationMeal Time! Game Concept
Meal Time! Game Cncept Lucien LeMenager Kevin Mann Rbert Dyle Wrking Title Meal Time! Prject Thumbnail A game based n turn- based trading card games, Meal Time! pits players against each ther t crwn the
More informationMicrosoft PowerPoint 2007
Micrsft PwerPint 2007 Finding Presentatins n the Web Open the Internet and g t http://www.ggle.cm Click n Advanced Search. Enter wrds r phrases t describe desired results. On the File Frmat line, click
More informationEffective Presentations
Effective Presentatins Surce: Effective Presentatins by Erin B. Lindsay URL: http://www.research.ucla.edu/era/present/sld001.htm Preparatin Effective Slides Graphics Graphs, Diagrams, and Tables Arrangement
More informationPAPER SPACE AND LAYOUTS
PAPER SPACE AND LAYOUTS There are tw distinct wrking envirnments in AutCAD namely: Mdel Space and Paper space. Prjects can be develped by either wrking in the mdel space thrugh the use f MVSETUP r PAPER
More informationUsing the Laser Cutter
Using the Laser Cutter Prerequisites Befre yu will be allwed t use the laser cutter, yu must cmplete these three steps: 1. Yu must have cmpleted the Laser Cutter training at Cyberia 2. Yu must schedule
More informationSARMAP RELEASE NOTES. Version: 7.0 (July 2016) rpsgroup.com
SARMAP RELEASE NOTES Versin: 7.0 (July 2016) 55 Village Square Dr. Suth Kingstwn, RI 02879 Tel: (401) 789-6224 Fax: (401) 789-1932 Email: MapSupprt@ Table f Cntents Table f Cntents...ii 1 Intrductin...
More informationART 301 Methods of Art Education Lesson Plan Format Lesson Components and Planning Strategies
ART 301 Methds f Art Educatin Lessn Plan Frmat Lessn Cmpnents and Planning Strategies Title f Lessn: Bug s Eye View Grade Level: 3-4 I. Cntext: It is the furth quarter f the schl year, and all f the flwers
More informationGenealogy Project 7 th Grade Social Studies
Name: Perid: Date: Genealgy Prject 7 th Grade Scial Studies The students will spend the next few weeks researching their families genealgy (family tree). Last year in the 6 th grade, students made a family
More informationThe Mathematics of the Rubik s Cube
In this lessn, students will explre the pssible number ways the pieces f a Rubik's Cube can be arranged, and still fit the criteria fr a Rubik's Cube. Clrs are riented in a set way, s sme pieces (such
More informationDrawing Canvas Word 2007
Drawing Canvas Wrd 2007 This is nt an fficial training handut f the Educatinal Technlgy Center, Davis Schl District The Drawing Canvas... 2 Creating the Drawing Canvas... 2 Shapes... 2 Inserting a Shape...
More informationLite-On offers a broad range of discrete infrared components for application such as remote control, IR wireless data
IR Emitter and Detectr 1. Descriptin Lite-On ffers a brad range f discrete infrared cmpnents fr applicatin such as remte cntrl, IR wireless data transmissin, security alarm & etc. Custmers need infrared
More informationAcademy for Classical Education Summer Reading Assignments for Students Entering EIGHTH GRADE
Academy fr Classical Educatin Summer Reading Assignments fr Students Entering EIGHTH GRADE The reading assignments belw are fr children wh will be entering the 8 th grade in Fall 2017. Students in grades
More informationUniversity of Hyderabad ENTRANCE EXAMINATIONS
University f Hyderabad ENTRANCE EXAMINATIONS 2018-19 INSTRUCTIONS FOR COMPLETING THE ON-LINE APPLICATION FORM General Instructins: I. Applicatin fr entrance examinatin fr admissin t varius curses during
More information1 Logistics. Chengkai Li. Department of Computer Science and Engineering University of Texas at Arlington Fall 2017
CSE4334/5334 1 Lgistics Data Mining Chengkai Li Department f Cmputer Science and Engineering University f Texas at Arlingtn Fall 2017 Self Intrductin 2 Chengkai Li Assciate Prfessr, CSE Office: ERB 628
More informationLab 6 Spirometer System (Feb 20/21)
GOAL Lab 6 Spirmeter System (Feb 20/21) Demnstrate a spirmeter system incrprating a (1) Lilly-type flw tube (2) piezresistive differential pressure sensr (3) instrumentatin amplifier and lw-pass filter
More informationINSTRUCTION BOOKLET (PUZZLES BY NIKOLA ZIVANOVIC)
LMI DECEMBER PUZZLE TEST PUZZLES & CHESS -2. DECEMBER 200. INSTRUCTION BOOKLET (PUZZLES BY NIKOLA ZIVANOVIC) SUBMISSION: http://lgicmastersindia.cm/m2002p 0 PUZZLES 70 MINUTES POINTS TABLE CHESS BATTLESHIPS
More informationDesktop Teller Exception User Guide
Desktp Teller Exceptin User Guide Jammed Dcuments If a dcument jams during the scanning prcess, the scanner will stp, and a message bx will display a Device Errr Message, as shwn belw: Click OK t allw
More informationOpen Call for Artists and Arts Professionals 2018
Open Call fr Artists and Arts Prfessinals 2018 Open Call fr Artists and Arts Prfessinals 2018 All materials must be received by 5:00 pm EST n Friday, March 16, 2018 Art n the Atlanta BeltLine is seeking
More informationDry Contact Sensor
www.akcp.cm Dry Cntact Sensr Intrductin The Dry Cntact sensr is a simple cnnectin t burglar alarms, fire alarms r any applicatin that requires mnitring by the unit. Dry cntact sensrs are user definable
More informationAPPLICATION NOTE Sales & Application DEWESoft Slovenia
Sales & Applicatin DEWESft Slvenia Abstract: This applicatin nte shws a measurement with DEWESft sund pwer measurement system and GRAS 67HA Hemisphere. The bject under test was a standard ntebk, the measurement
More informationExperiment 4 Op-Amp Circuits
Experiment 4 Op-Amp Circuits Purpse: In this experiment, yu will learn abut peratinal amplifiers (r p-amps). Simple circuits cntaining peratinal amplifiers can be used t perfrm mathematical peratins, such
More informationApplication of Percents
Grade 7 Mathematics, Quarter 3, Unit 3.1 Applicatin f Percents Overview Number f instructinal days: 15 (1 day = 45 60 minutes) Cntent t be learned Cnvert between different frms f ratinal numbers (psitive
More informationSignature Assignment. Course. ANTH 2302: Introduction to Archaeology. Ethical Case Dilemma. Assignment ID (to be assigned)
Signature Assignment : Intrductin t Archaelgy Outcmes/Rubrics t be Assessed by the Assignment Cmmunicatin Critical Thinking Empirical and Quantitative Reasning Scial Respnsibility Assignment Descriptin
More informationHands-Free Music Tablet
Hands-Free Music Tablet Steven Tmer Nate Decker Grup Website: steve@wasatch.cm milamberftheassembly@yah.cm http://www.cs.utah.edu/~ndecker/ce3992/ Abstract The typical musician handles a great deal f sheet
More informationThe demand for a successful flaw analysis is that the test equipment produces no distortion on the echos no noise. I _... I i.j J...
SYSTEM ANALYSIS FOR WIDE BAND ULTRASONIC TEST SET-UPS Ulrich Opara Krautkramer GmbH Clgne, West Germany INTRODUCTION In the last years, the discussins abut ultrasnic test equipment fcussed n amplifier
More informationGRFX 1801: Game Development for Platforms
GRFX 1801: Game Develpment fr Platfrms Instructr Camern Buckley Email cbuckley@astate.edu Office Lcatin Fine Arts Center 123 Office Hurs Friday 10a 1p Curse Overview Intermediate and advanced techniques
More informationVILLAGE COORDINATOR AGREEMENT
Date Received at AHSGR VILLAGE COORDINATOR AGREEMENT Frm materials written by the riginal funders f AHSGR, we knw that the grup f peple wh gt tgether in the late 1960s t frm what was t later becme AHSGR
More informationTROUBLESHOOTING GUIDE
TROUBLESHOOTING GUIDE Dcument revisin 1.3 Last revised: December 6, 2017 Recn Wireless Blckage and Flw Mnitr Trubleshting Guide 2014-2017 Intelligent Agricultural Slutins All Rights Reserved. Recn Wireless
More informationLANGUAGE ARTS MATH. See you in September! Eighth Grade Teachers
Dear future 8 th grade families, While summer will certainly be filled with many days f swimming, lemnade, and family vacatins, ur schl s missin is t ensure ur students are maintaining their skills frm
More informationSuper ABC Plug-in kit for Pacman or Ms Pacman
Super ABC Plug-in kit fr Pacman r Ms Pacman This page is a technical reference fr thse wh wn the SUPER ABC kit manufactured by Tw Bit Scre during the 1990's. This prduct is n lnger available. Under the
More informationModelling of Land Subsidence & Sea level rise in Semarang city, Indonesia
Sessin 3.3.C Task 10 Mdelling f Land Subsidence & Sea level rise in Semarang city, Indnesia Expected time: 2.5 hur Data: Objectives: Data file: Sessin 3-3-C Task X MdellingSubsidenceSemarang After this
More informationPROBABILITY OF DETECTION OF FLAWS IN A GAS TURBINE ENGINE. Gary L. Burkhardt and R.E. Beissner
PROBABILITY OF DETECTION OF FLAWS IN A GAS TURBINE ENGINE COMPONENT USING ELECTRIC CURRENT PERTURBATION Gary L. Burkhardt and R.E. Beissner Suthwest Research Institute 6220 CUlebra Rad San Antni, Texas
More informationAmerican Association of State Highway and Transportation Officials
American Assciatin f State Highway and Transprtatin Officials Please save and send as a wrd file. Yu can attach a map in PDF r JPG with the applicatin t usrutes@aasht.rg (M.Vitale) An Applicatin frm the
More informationWiFi Lab C. Equipment Needs:
WiFi Lab C Event Objective: Teams will cnstruct an antenna prir t the turnament that is designed t transmit a signal at 2.4 GHz and cmplete a written test n the principles f electrmagnetic wave prpagatin.
More informationIR Emitter and Detector Product Data Sheet LTE-R38386AS-ZF Spec No.: DS Effective Date: 09/14/2016 LITE-ON DCC RELEASE
IR Emitter and Detectr Prduct Data Sheet Spec N.: DS5-216-5 Effective Date: 9/14/216 Revisin: - LITE-ON DCC RELEASE BNS-OD-FC1/A4 LITE-ON Technlgy Crp. / Optelectrnics N.9,Chien 1 Rad, Chung H, New Taipei
More informationENGR-2300 ELCTRONIC INSTRUMENTATION Experiment 8. Experiment 8 Diodes
Experiment 8 Dides Purpse: The bjective f this experiment is t becme familiar with the prperties and uses f dides. We will first cnsider the i-v characteristic curve f a standard dide that we can use in
More informationGame Details. Ubisoft Toronto NEXT: User Interface Competition
Ubisft Trnt NEXT: User Interface Cmpetitin The Brief Participants must prvide a package f mckups based n the game details and design brief prvided belw. The gal f this package is t pitch a UI Style Guide
More informationApplication for Drive Technology
Applicatin fr Drive Technlgy MICROMASTER 4 Applicatin Descriptin Warranty, Liability and Supprt 1 Warranty, Liability and Supprt We d nt accept any liability fr the infrmatin cntained in this dcument.
More informationCOM/ENG 357: Scriptwriting for Serial Media Spring 2016 Tue./Thur. 12-1:50pm Black 139
COM/ENG 357: Scriptwriting fr Serial Media Spring 2016 Tue./Thur. 12-1:50pm Black 139 1 Instructr: Maria Sanders Office Hurs: Builln 225 Assistant Prfessr, Film and Vide Studies Mn. & Wed. 2-4:30p & Thur
More information