A Realistic E-Learning System based on Mixed Reality

Size: px
Start display at page:

Download "A Realistic E-Learning System based on Mixed Reality"

Transcription

1 A Realstc E-Learg System based o Mxed Realty Kyusug Cho 1, Juho Lee 1, Jaem Soh 1, Juseok Lee 2, Hyu S. Yag 1 1 Departmet of Computer Scece, Korea Advaced Isttute of Scece ad Techology, Guseog-dog, Yuseog-gu, Daejeo , Republc of Korea 2 Electrocs ad Telecommucatos Research Isttute, 138 Gajeogo, Yuseog-gu, Daejeo , Republc of Korea {qtboy, jhlee, jmsoh}@paradse.kast.ac.kr, leejs@etr.re.kr, hsyag@paradse.kast.ac.kr Abstract. I ths paper, we descrbe a E-Learg system based o the mxed realty. Mxed realty provdes users wth mmerso, presece, ad addtoal formato sutable for the curret cotext. That pot results may researches applyg mxed realty to educato feld. However, they have bee just prototype systems or expermetal systems. I cotrast wth the prevous works, our system s the total soluto for a mxed realty based E-learg system at commercal level. It has three large compoets: the clet system, the learg maagemet system ad the authorg tool. It also requres the robust marker recogto for commercalzato. I ths research, we focus o ths part. Wth ths system, we have coducted the user study wth K-4 ad K-5 studets. As a result, we could cofrm that our system ehaces the studets terest lesso ad the educatoal achevemet. Keywords: Augmeted Realty, Mxed Realty, E-Learg 1 Itroducto Ths paper descrbes a mxed realty based E-Learg system for ehacg the learg effect wth mmersve ad realstc sese. Mxed realty ca offer ew formats compared to tradtoal educatoal strateges of teachg, readg, ad hearg. It also allows studets to become a tegral part of ther ow learg process, to allow them to experece ew systems stead of smply readg or hearg, ad moreover to preted to work ad lear varous stuatos wthout rsk. Some mxed realty applcatos have already bee preseted educato feld. They have bee just prototype systems or expermetal systems. However, our system s the total soluto tegratg the clet system, the authorg system, ad the LMS (Learg Maagemet System) o the web. Fg 1 shows the cofgurato of a mxed realty based the E-Learg system. Teachers ca make teachg materals wth the authorg system ad upload them to the LMS system. The role of the LMS system s to maage teachg materals ad users accouts/actvtes by commucatg wth the clet system. The core part of the whole system s the clet system whch reders 3D models of teachg materals, teracts wth terface devces ad recogzes markers real books. These markers

2 are used for locatg ad detfyg the redered 3D models. Markers are classfed to two types: oe s for locatg 3D models ad the other s for hadlg 3D models. We call the former fxed marker ad the latter cotrol marker. I order to commercalze a mxed realty based system, the marker recogto process should be very robust to varous evromets ad users ufamlar wth mxed realty. Fg. 1. The cofgurato of a E-Learg system based o Mxed Realty 2 Prevous Work The Magc Book [4] s well kow for the frst replacemet of the real books by the realstc ad mmersve learg materals. The Magc Book was created by HIT Lab. at the Uversty of Caterbury. The Magc Book looks lke a ordary storybook wth colorful pages ad smple text. However, whe users look at the same pages through a HMD, 3D vrtual objects emerge from the pages. You ca stll see the real world book, as well as everythg that s gog o aroud you, just except a lttle vrtual scee whch sts o the page. Shelto ad Hedley [5] preseted the research to teach studets the relatoshp betwee the su ad the earth usg AR. I ths research, the mportat thg s to show ther relatve postos space. The AR techology allows users to uderstad deeply ad easly about ther relatoshp because AR s approprate for showg 3D relatoshp. Several years ago, researchers of Electroc Vsualzato Laboratory at the Uversty of Illos at Chcago stalled the CAVE system for vrtual realty at Abraham Lcol Elemetary School. The Roud Earth Project [6] cluded the user study whch verfes whether the vrtual realty techology s a effectve teachg tool for studets or ot. Though the project was orgazed wth the vrtual realty techology, t gave us strog possblty to apply a ew techology to the teachg method for K-12 studets. The dfferece betwee our system ad all related works s that our system has the total soluto for a E-Learg System based o Mxed Realty so that t ams at commercalzato. Our paper s orgazed as follows: I secto 3 we wll descrbe the proposed system archtecture ad desg scheme. I secto 4 we wll focus o descrbg the

3 marker recogto process as the core part for the mxed realty. I secto 5 we wll show the results ad fally coclude secto 6. 3 The Archtecture of the Proposed System As show Fg 1, the E-Learg system based o the mxed realty techology cossts of 3 large compoets: the clet System, the learg maagemet system, ad the authorg system. I ths secto, we descrbe the detal archtecture ad fuctos of each compoet 3.1 The Clet System The Clet System based o the mxed realty techology s the core part of the total system. It s composed of the Maker Recogzer, the Realstc Cotets Maager, ad the Vewer. Whe a sequece of mages s etered from a camera, the Marker Recogzer coducts the marker recogto process for detfyg markers ad estmatg the pose of markers (6 DOF: 3 for traslato ad 3 for rotato). The Realstc Cotets Maager maages 3D models, textures, mappg, soud, vdeo, ad so forth. It s a very mportat module for dyamc ad real tme serto ad deleto to the scee graph. The last module the Clet System s Vewer. The scee graph s represeted by VRML format ad redered wth OpeGL graphcs ege. It also reders the soud ad vdeo data as well as the graphc data. (Fg 2. left) 3.2 The LMS (Learg Maagemet System) The role of the LMS s to maage the realstc cotets ad the users accoutg ad proflg data durg learg ad teachg. Studets log the LMS usg ther IDs ad passwords, ad the the Clet System dowloads the realstc cotets from the LMS. After that, studets ca study wth the clet system ad studets actvtes are trasmtted to the LMS durg study. These data play a crucal role the evaluato of educatoal achevemet. (Fg 2. mddle) 3.3 The Authorg System The Authorg System s the tool for creatg ad edtg the teachg materals. 3D cotets are created by usg a 3D modeler such as 3D MAX or MAYA ad mported to the Authorg System by the customzed VRML mport plug-. Wth the Authorg tool, teachers ca select some requred markers ad create the lks betwee the markers ad the realstc cotets cludg 3D models, moves ad audos. Moreover, the tool supports the acto scrpt, so that varous complcated scearos appear to be possble. For example, the realstc cotets may be rotated or magfed whe a certa cotrol marker s close to them, or a certa move ad

4 audo may be played f the realstc cotets s moved ad located at the appoted posto. (Fg 2. rght) I the authorg system, the cosderable pot s the user terface of the tool because ovces or teachers ufamlar wth IT may hadle ths system. Clet System Realstc Marker Recogzer Cotets Maager LMS Authorg Realstc Cotets Marker Acto Marker Flterg Realstc Cotets Loader Dsplay Aalyzer Maager of Realstc Cotets Realstc Profle Cotets Marker Lk Marker Cotets Wth Dsplay Creato Cotets Iformato Marker Creator Extracto of Camera Learg Tools parameters Vewer Realstc Cotets Wdows Vewer VRML Parser Loggg & Accout Maager Meta Data Edtor VRML based Smulato Edtor VRML Vewer VRML Parser Import from Modeler Fg. 2. (left)the System Archtecture for Clet System, (mddle)lms ad (rght)authorg System 4 Marker Recogto Process The system obtas the mage cludg some markers by a camera ad detects quadragles from the mage. Those are caddates of markers. To classfy real markers amog caddates, the system recogzes patters of quadragles. The caddate cludg a patter ID s to be accepted as a real marker, ad the pass the pose estmato process. The system returs the projecto matrces ad the patter IDs of the markers as fal results. Those are used to supermpose some vrtual objects oto the mage captured by a camera. 4.1 Quadragle Detecto The represetatve marker recogto system, ARToolkt [1] performs mage barzato based o the fxed threshold to detect quadragles. Ths method, however, has a weakess for varat lghtg codtos. Due to that problem, some marker recogto systems determe the threshold adaptvely. Ufortuately, those also have a weakess for ueve lghtg codtos such as shadows. To overcome those problems, we use the edge-based method, whch s more robust to varat lghtg

5 codtos ad partal occluso. Fg 3 shows that the system s able to detect quadragles eve partal occluso ad dark lghtg codto. Fg. 3. Quadragle Detecto varous evromets 4.2 Patter Recogto As metoed above, the system eeds to support systematc codg of marker patters correspodg to may pages of textbooks. Moreover, t s able to recogze varous coc patters; we also defe total 256 fxed patters whch are appled to systematc codg, ad allow users to defe ther ow patters whch help users to otce the meag of markers tutvely. Fg 4 shows some fxed patters ad coc patters. Fg. 4. Fxed ad Icoc Patters Markers have a black boudary le wth a square shape, whch a patter s cluded. A fxed patter s dvded to the 9 secto. The upper left oe (the drecto bt) s most mportat amog the 9 sectos. It elmates symmetry of markers ad moreover allows the system to dstgush betwee the fxed patters ad the coc patters. The other 8 sectos represet a patter ID, ad correspod to 8 bts the bary system. If oe amog them s flled wth black, the correspodg bt s to be 1, otherwse, 0. For example, f the 5th ad the 6th bts of the fxed patter are flled, the patter represets the bary system, whch s 48 the decmal system. To recogze patters the system fds the drecto bt the detected quadragle. If there exsts the drecto bt, the patter the quadragle s decoded to fd the

6 patter ID, otherwse, t s lkely to have a coc patter. To fd a ID of a coc patter, the patter s compared wth the patter database. PCA s used to reduce the dmeso of patters. If there does ot exst a smlar patter the patter database, the quadragle s elmated from caddates of markers. The mportat thg of patter recogto s to reduce the false-postve rate ad the cofuso of patters. If there are errors patter recogto, t occurs that the system supermposes udesrable cotets oto the mage. That s fatal to the commercalzg a mxed realty system. I ths research, color ad edge formato are used to reduce errors patter recogto process. 4.3 Pose Estmato I ths research, we use a object-space collearty error as the error metrc [7]. Error 4 = = 1 vˆ vˆ where Vˆ = vˆ ( I Vˆ )( Rp + t), t t vˆ 2 (1) I the error, vˆ s the observed mage pot, Vˆ s the observed le-of-sght projecto matrx, ad p s the model pot. R ad t meas rotato ad traslato of a camera respectvely. The more accurate the system estmates the pose of the camera, the less the object-space collearty error. Fg. 5. The frst pose ad the secod pose Our pose estmato algorthm s motvated by the Schweghofer ad Pz s work [2]. They poted out that there exst two local mma of equato (1). We foud that θ 1 ad θ 2 are smlar, where θ 1 represets the agle betwee the camera drecto ad the ormal of the marker s pose wth the frst local mmum, ad θ 2 represets that wth the secod oe (Fg 5). We assume therefore θ 1 θ 2. To calculate the marker s pose wth the frst local mmum, the system calculates the tal pose by usg drect lear method [3]. To mmze (1), The orthogoal terato method s used [7], where the above result s used as the tal value. By the assumpto, θ 1 θ 2, we could roughly trasform the frst pose to the secod oe.

7 The trasformato matrx, M s calculated by rotatg 2θ 1 roud the ormal vector of the plae cludg 1 ad z, where z meas the drecto of the camera vew. 2 M I + s(2θ1 )A + (1 cos(2θ 1 ))A, 0 r3 r2 where A = r3 0 r1, r2 r1 0 ad = z = (2) r 1 [ ] The marker s pose wth the secod local mmum s calculated smply by P 2 = MP 1, where P 1 ad P 2 are the projecto matrx of the frst pose ad the secod pose, respectvely. The object-space collearty error of the secod pose s also mmzed by the orthogoal terato method lke the frst pose. Lastly, the objectspace collearty error of the frst pose s compared wth that of the secod oe. The pose wth the less error both s to be the fal pose of the marker. r1 r2 r3 = r r, 5 Results We developed a textbook for elemetary school scece ad Eglsh for the user study, ad had some lessos for 4 ad 5 grade studets of elemetary school. The scece textbook cotas 4 books ad they clude the structure of the earth, the atmosphere, astroomy, ad so forth. The Eglsh textbook takes am at dstgushg L ad R proucatos. Fg 6. left shows two kds of textbooks. We also developed teachg materals usg the authorg tool (Fg 6. mddle). They were uploaded to the LMS, so studets could dowload. Fg 6. rght shows how the vewer of the clet system looks. Fg. 6. (left)the Eglsh textbook, (mddle)the authorg tool ad (rght)the vewer The real class work was held at the Chrsta elemetary school Suwo. Total 180 studets of 4 ad 5 grades took the class the computer lab of the school, ad made the worksheet for surveyg the attamet. As a result, almost teachers ad studets were very terested mxed realty whch s ew ad mmersed the system. The measuremet of learg was also hgh. However, sometmes people felt hard to cotrol 3D cotets wth cotrol markers because of the shortage of the tuto. Ths otced us that we eed more tutve terface better tha the cotrol marker for ext verso.

8 6 Cocluso We developed a commercal-level realstc E-Learg system based o mxed realty. We also suggested a total soluto cludg producto ad dstrbuto of the realstc cotets, ot just for showg. The Authorg System was developed to be easy to make cotets for ovces lke teachers who are ufamlar wth IT. The LMS s for dstrbutg the realstc cotets, aalyzg the studets actvtes, ad evaluatg the educatoal achevemet. To develop a E-Learg system based o mxed realty at commercal level, robust marker recogto s eeded. It must recogze markers users varous evromets, ad coduct the stable pose estmato of small-szed markers because users feel uatural ad ucomfortable wth the prted markers. It also eeds systematc codg for marker patters correspodg to may pages of textbooks, ad coc patters whch gve users tuto. Our system satsfes these codtos. Usg the proposed system, the user study wth may K-4 ad K-5 studets was coducted. For the user study, we made commercal level test books ad teachg materals by usg the authorg tool. As a result of the study, t s foud that the mxed realty techology helps to draw more studets terest, ad ehace the educatoal achevemet. Ackowledgmets. Ths research s supported by the ubqutous Computg ad Network (UCN) Project, the Mstry of Iformato ad Commucato (MIC) 21st Cetury Froter R&D Program Korea ad the Korea Scece ad Egeerg Foudato (KOSEF) through the Advaced Iformato Techology Research Ceter (AITrc). Refereces Schweghofer, G. ad Pz, A.: Robust Pose Estmato from a Plaar Target, IEEE Trasactos o Patter Aalyss ad Mache Itellgece, vol. 28, o. 12, (2006) Hartley, R. ad Zsserma, A.: Multple vew geometry computer vso, Cambrdge Uversty Press, 2d edto, (2003). 4. Bllghurst, M., Kato, H., Poupyrev, I., The Magc Book: A Iterface that Moves Seamlessly Betwee Realty ad Vrtualty, IEEE Computer Graphcs ad Applcatos, (2001) Shelto, B., Hedley, N., Usg AR for teachg earth-su relatoshps to udergraduate geography studets, Frst IEEE Itl. Augmeted Realty Toolkt Workshop, Germay, (2002). 6. Johso, A., Moher, T., Ohlsso, S., Gllgham, M., The Roud Earth Project: Deep Learg a Collaboratve Vrtual World, Proc. of IEEE VR99, Housto TX, (1999) Lu, C., Hager, G., ad Mjolsess, E., Fast ad Globally Coverget Pose Estmato from Vdeo Images, IEEE Trasactos o Patter Aalyss ad Mache Itellgece, vol. 22, o. 6, (2000)

Cost Control of the Transmission Congestion Management in Electricity Systems Based on Ant Colony Algorithm

Cost Control of the Transmission Congestion Management in Electricity Systems Based on Ant Colony Algorithm Eergy ad Power Egeerg, 2011, 3, 17-23 do:10.4236/epe.2011.31003 Publshed Ole February 2011 (http://www.scrp.org/joural/epe) Cost Cotrol of the Trasmsso Cogesto Maagemet Electrcty Systems Based o At Coloy

More information

Handout #5. Introduction to the Design of Experiments (DOX) (Reading: FCDAE, Chapter 1~3)

Handout #5. Introduction to the Design of Experiments (DOX) (Reading: FCDAE, Chapter 1~3) Hadout #5 Ttle: FAE Course: Eco 368/01 Spr/015 Istructor: Dr. I-M Chu Itroducto to the Des of Expermets (DOX) (Read: FCDAE, Chapter 1~3) I hadout oe, we leared that data ca be ether observatoal or expermetal.

More information

Exploiting the Marginal Profits of Constraints with Evolutionary Multi-objective Optimization Techniques

Exploiting the Marginal Profits of Constraints with Evolutionary Multi-objective Optimization Techniques Eplotg the Margal Profts of Costrats wth Evolutoary Mult-objectve Optmzato Techques Ya Zheyu Zh We Kag Lsha Laboratory of Software Egeerg Departmet of Computer Scece Laboratory of Software Egeerg Wuha

More information

A Genetic Programming Framework for Error Recovery in Robotic Assembly Systems

A Genetic Programming Framework for Error Recovery in Robotic Assembly Systems A Geetc Programmg Framework for Error Recovery Robotc Assembly Systems Cem M. Baydar cbaydar@umch.edu Kazuhro Satou kazu@umch.edu Departmet of Mechacal Egeerg ad Appled Mechacs Uversty of Mchga A Arbor,

More information

Comparative Study of Word Alignment Heuristics and Phrase-Based SMT

Comparative Study of Word Alignment Heuristics and Phrase-Based SMT Comparatve Study of Word Algmet Heurstcs ad Phrase-Based SMT Hua Wu ad Hafeg Wag Toshba (Cha) Research ad Developmet Ceter 5/F., Tower W2, Oretal Plaza No., East Chag A Ave., Dog Cheg Dstrct Bejg, 00738,

More information

Use the template below as a guide for organizing the text of your story.

Use the template below as a guide for organizing the text of your story. Plot Ptch Template Use the template below as a gude for orgazg the text of your story. Ths template s a suggesto of how the text of a 14-page chldre s pcture storybook could be orgazed. It does ot clude

More information

Scheme For Finding The Next Term Of A Sequence Based On Evolution {File Closing Version 4}. ISSN

Scheme For Finding The Next Term Of A Sequence Based On Evolution {File Closing Version 4}. ISSN Bagad, R. (207). Scheme For Fdg The ext Term Of A Sequece Based O voluto {Fle Closg Verso 3}. ISS 75-3030. PHILICA.COM Artcle umber 40. htt://www.hlca.com/dsla_artcle.h?artcle_d=40 Scheme For Fdg The ext

More information

Music Performer Recognition Using an Ensemble of Simple Classifiers

Music Performer Recognition Using an Ensemble of Simple Classifiers Musc Performer Recogto Usg a Esemble of Smple Classfers Efstathos Stamatatos 1 ad Gerhard Wdmer 2 Abstract. Ths. paper addresses the problem of detfyg the most lkely musc performer, gve a set of performaces

More information

Real-time Scheduling of Flexible Manufacturing Systems using Support Vector Machines and Neural Networks

Real-time Scheduling of Flexible Manufacturing Systems using Support Vector Machines and Neural Networks Real-tme Schedulg of Flexble Maufacturg Systems usg Support Vector Maches ad Neural Networks P. Prore, R. Po, J. Parreño, J. Lozao ad M. Moterrey EPI de Gó, Campus de Vesques, 33203 Gó, Asturas, Spa Abstract

More information

Positive-living skills for children aged 3 to 6

Positive-living skills for children aged 3 to 6 Table of Cotets Gudeles Postve-lvg sklls for chldre aged 3 to 6 A troducto to M MdMasters Suggestos o how to use the M MdMasters actvtes Tps o usg M MdMasters wth chldre who have a physcal dsablty Stages

More information

Recognizing Names in Biomedical Texts using Hidden Markov Model and SVM plus Sigmoid

Recognizing Names in Biomedical Texts using Hidden Markov Model and SVM plus Sigmoid Recogzg Names Bomedcal Texts usg Hdde Markov Model ad SVM plus Sgmod ZHOU GuoDog Isttute for Ifocomm Research 2 Heg Mu Keg Terrace Sgapore 963 Emal: zhougd@2r.a-star.edu.sg ABSTRACT I ths paper, we preset

More information

A BROADCASTING PROTOCOL FOR COMPRESSED VIDEO

A BROADCASTING PROTOCOL FOR COMPRESSED VIDEO Proceegs of the EUROMEDIA 99 Coferece (Much, Aprl 6-8, 1999), pp78-84 A BROADCASTING PROTOCOL FOR COMPRESSED VIDEO Jeha-Fraços Pârs 1 Departmet of Computer Scece Uversty of Housto Housto, TX 7704-475 pars@csuheu

More information

Following a musical performance from a partially specified score.

Following a musical performance from a partially specified score. Followng a muscal performance from a partally specfed score. Bryan Pardo and Wllam P. Brmngham Artfcal Intellgence Laboratory Electrcal Engneerng and Computer Scence Dept. and School of Musc The Unversty

More information

Rank Inclusion in Criteria Hierarchies

Rank Inclusion in Criteria Hierarchies Mat-.08 deedet Research Project Aled Mathematcs Rak cluso Crtera Herarches Jue 00 Helsk Uversty of Techology ystems Aalyss Laboratory Att Pukka Deartmet of Egeerg Physcs ad Mathematcs 48484T Cotets. NTRODUCTON...3.

More information

Polychrome Devices Reference Manual

Polychrome Devices Reference Manual Polychrome Devices Referece Maual Improvisio, Viscout Cetre II, Uiversity of Warwick Sciece Park, Millbur Hill Road, Covetry. CV4 7HS Tel: 0044 (0) 24 7669 2229 Fax: 0044 (0) 24 7669 0091 e-mail: admi@improvisio.com

More information

LOW-COMPLEXITY VIDEO ENCODER FOR SMART EYES BASED ON UNDERDETERMINED BLIND SIGNAL SEPARATION

LOW-COMPLEXITY VIDEO ENCODER FOR SMART EYES BASED ON UNDERDETERMINED BLIND SIGNAL SEPARATION LOW-COMPLEXITY VIDEO ENCODER FOR SMART EYES BASED ON UNDERDETERMINED BLIND SIGNAL SEPARATION Jng Lu, Fe Qao *, Zhjan Ou and Huazhong Yang Department of Electronc Engneerng, Tsnghua Unversty ABSTRACT Ths

More information

Instructions for Contributors to the International Journal of Microwave and Wireless Technologies

Instructions for Contributors to the International Journal of Microwave and Wireless Technologies Instructons for Contrbutors to the Internatonal Journal of Mcrowave and Wreless Technologes Frst A. Author 1, Second Author 1,2, Thrd Author 2 1 Cambrdge Unversty Press, Ednburgh Buldng, Shaftesbury Road,

More information

Mullard INDUCTOR POT CORE EQUIVALENTS LIST. Mullard Limited, Mullard House, Torrington Place, London Wel 7HD. Telephone:

Mullard INDUCTOR POT CORE EQUIVALENTS LIST. Mullard Limited, Mullard House, Torrington Place, London Wel 7HD. Telephone: Mullard INDUCTOR POT CORE EQUIVALENTS LIST Mullard Limited, Mullard House, Torrigto Place, Lodo Wel 7HD. Telephoe: 01-580 6633 INDUCTOR POT CORE EQUIVALENTS LIST Mullard Limited have bee maufacturig ferrite

More information

Object Modeling for Multicamera Correspondence Using Fuzzy Region Color Adjacency Graphs

Object Modeling for Multicamera Correspondence Using Fuzzy Region Color Adjacency Graphs Obect Modelg for Mltcamera Correspodece Usg Fzzy Rego Color Adacecy Graphs Amr Hosse Khall 1 ad Shohreh Kasae 2 1 Sharf Uersty of Techology, Tehra, Ira a_khall@ce.sharf.ed 2 Sharf Uersty of Techology,

More information

US B2. ( *) Notice: Subject to any disclaimer, the term of this patent is extended or adjusted under 35 U.S.c. 154(b) by 0 days.

US B2. ( *) Notice: Subject to any disclaimer, the term of this patent is extended or adjusted under 35 U.S.c. 154(b) by 0 days. 111111 1111111111111111111111111111111111111111111111111111111111111 US006981576B2 (12) United States Patent Amo et ai. (10) Patent o.: US 6,981,576 B2 (45) Date of Patent: *Jan. 3, 2006 (54) FORMATO DSPLAY

More information

RIAM Local Centre Woodwind, Brass & Percussion Syllabus

RIAM Local Centre Woodwind, Brass & Percussion Syllabus 8 RIAM Local Centre Woodwnd, Brass & Percusson Syllabus 2015-2018 AURAL REQUIREMENTS AND THEORETICAL QUESTIONS REVISED FOR ALL PRACTICAL SUBJECTS AURAL TESTS From Elementary to Grade V ths area s worth

More information

Emotional Intelligence:

Emotional Intelligence: Emotioal Itelligece: Leadership Developmet Ceter The New Measure of Leadership October 2006 Preseted by: Elizabeth C.S. Jamiso Director, Leadership Developmet Ceter Radford Uiversity 2006 All Rights Reserved

More information

NIIT Logotype YOU MUST NEVER CREATE A NIIT LOGOTYPE THROUGH ANY SOFTWARE OR COMPUTER. THIS LOGO HAS BEEN DRAWN SPECIALLY.

NIIT Logotype YOU MUST NEVER CREATE A NIIT LOGOTYPE THROUGH ANY SOFTWARE OR COMPUTER. THIS LOGO HAS BEEN DRAWN SPECIALLY. NIIT Logotype The NIIT logotype is always preseted i a fixed cofiguratio. The desig of the logotype is based o a typeface called Egyptia. The letters N I I T has bee specially desiged ad letter-spaced.

More information

11 Hybrid Cables. n f Hz. kva i P. Hybrid Cables Description INFORMATION Description

11 Hybrid Cables. n f Hz. kva i P. Hybrid Cables Description INFORMATION Description Hybrd Cables Descrpto Hybrd Cables INFORMATION Ths secto shows the techcal data o the hybrd cables avalable at SEW- EURODRIVE. For assgmet o hybrd cables to the products, reer to the respectve sectos..

More information

Heterogeneous Talent and Optimal Emigration 1

Heterogeneous Talent and Optimal Emigration 1 Heterogeeous Talet a Optmal mgrato A Cotrbuto to te New coomcs of te Bra Dra Nguye Duc Ta Natoal Grauate Isttute for Polcy Stues GRIPS, Tokyo Vetam Developmet orum VD Tokyo mal: 3@stu.grps.ac.jp September

More information

QUICK START GUIDE v0.98

QUICK START GUIDE v0.98 QUICK START GUIDE v0.98 QUICK HELP Q A 1 STEP BY STEP 3 GLOSSARY 2 A B C 1 INSTALLATION 1. Make sure that the hardware nstallaton s performed by a certfed vendor 2. Install OTOTRAK app from Apple s App

More information

PROBABILITY AND STATISTICS Vol. I - Ergodic Properties of Stationary, Markov, and Regenerative Processes - Karl Grill

PROBABILITY AND STATISTICS Vol. I - Ergodic Properties of Stationary, Markov, and Regenerative Processes - Karl Grill PROBABILITY AND STATISTICS Vol. I Ergodic Properties of Statioary, Markov, ad Regeerative Processes Karl Grill ERGODIC PROPERTIES OF STATIONARY, MARKOV, AND REGENERATIVE PROCESSES Karl Grill Istitut für

More information

Simon Sheu Computer Science National Tsing Hua Universtity Taiwan, ROC

Simon Sheu Computer Science National Tsing Hua Universtity Taiwan, ROC Mounr A. Tantaou School of Electrcal Engneerng and Computer Scence Unversty of Central Florda Orlando, FL 3286-407-823-393 tantaou@cs.ucf.edu Interacton wth Broadcast Vdeo Ken A. Hua School of Electrcal

More information

Math of Projections:Overview. Perspective Viewing. Perspective Projections. Perspective Projections. Math of perspective projection

Math of Projections:Overview. Perspective Viewing. Perspective Projections. Perspective Projections. Math of perspective projection Math of Projectios:Overview Math of perspective projectio, stadard cofiguratio OpeGL perspective projectios Math of orthographic projectio OpeGL orthographic projectios Viewport trasformatios ad settig

More information

Minimum Penalized Hellinger Distance for Model Selection in Small Samples

Minimum Penalized Hellinger Distance for Model Selection in Small Samples Ope Joural of Statstcs,,, 369-38 ttp://dxdoorg/436/os445 ublsed Ole October (ttp://wwwscrorg/oural/os) Mu ealzed ellger Dstace for Model Selecto Sall Saples apa Ngo *, Bertrad Ntep Laboratore de Mateatques

More information

EE260: Digital Design, Spring /3/18. n Combinational Logic: n Output depends only on current input. n Require cascading of many structures

EE260: Digital Design, Spring /3/18. n Combinational Logic: n Output depends only on current input. n Require cascading of many structures EE260: igital esig, prig 208 4/3/8 EE 260: Itroductio to igital esig equetial Logic Elemets ao Zheg epartmet of Electrical Egieerig Uiversity of Hawaiʻi at Māoa equetial ircuits ombiatioal Logic: Output

More information

Image Intensifier Reference Manual

Image Intensifier Reference Manual Image Itesifier Referece Maual Improvisio, Viscout Cetre II, Uiversity of Warwick Sciece Park, Millbur Hill Road, Covetry. CV4 7HS Tel: 0044 (0) 24 7669 2229 Fax: 0044 (0) 24 7669 0091 e-mail: admi@improvisio.com

More information

Deerfield-Windsor School Upper School Summer Reading Guide Summer, 2018

Deerfield-Windsor School Upper School Summer Reading Guide Summer, 2018 Deerfield-Wdsor School Upper School Summer Readg Guide Summer, 2018 PLEASE NOTE: The structions below apply to risg 10th-12th grade (accelerated,college prep, AP). The 9th grade structions are listed separately.

More information

The UCD community has made this article openly available. Please share how this access benefits you. Your story matters!

The UCD community has made this article openly available. Please share how this access benefits you. Your story matters! Provded by the author(s) and Unversty College Dubln Lbrary n accordance wth publsher polces., Please cte the publshed verson when avalable. tle Dynamc Complexty Scalng for Real-me H.264/AVC Vdeo Encodng

More information

Why Take Notes? Use the Whiteboard Capture System

Why Take Notes? Use the Whiteboard Capture System Why Take Notes? Use the Whteboard Capture System L-we He Zhengyou Zhang and Zcheng Lu September, 2002 Techncal Report MSR-TR-2002-89 Mcrosoft Research Mcrosoft Corporaton One Mcrosoft Way Redmond, WA 98052

More information

A STUDY OF TRUMPET ENVELOPES

A STUDY OF TRUMPET ENVELOPES A STUDY OF TRUMPET ENVELOPES Roger B. Dannenberg, Hank Pellern, and Istvan Dereny School of Computer Scence, Carnege Mellon Unversty Pttsburgh, PA 15213 USA rbd@cs.cmu.edu, hank.pellern@andrew.cmu.edu,

More information

current activity shows on the top right corner in green. The steps appear in yellow

current activity shows on the top right corner in green. The steps appear in yellow Browzwear Tutorals Tutoral ntroducton Ths tutoral leads you through the best practces of color ways operatons usng an llustrated step by step approach. Each slde shows the actual applcaton at the stage

More information

Practice Guide Sonata in F Minor, Op. 2, No. 1, I. Allegro Ludwig van Beethoven

Practice Guide Sonata in F Minor, Op. 2, No. 1, I. Allegro Ludwig van Beethoven Practice Guide Soata i F Mior, O 2, No 1, I Allegro Ludwig va Beethove Comosed i 1795, the Soata i F Mior, O 2, No 1 was dedicated to Hayd, whom Beethove admired ad had briefly studied with three years

More information

Chapter 7 Registers and Register Transfers

Chapter 7 Registers and Register Transfers Logic ad Computer Desig Fudametals Chapter 7 Registers ad Register Trasfers Part 2 Couters, Register Cells, Buses, & Serial Operatios Charles Kime & Thomas Kamiski 28 Pearso Educatio, Ic (Hyperliks are

More information

For children aged 5 7

For children aged 5 7 For childre aged THE BEACH, THE CHILDREN AND THE TURTLE Childre thik about special places, special people ad people, their feeligs ad the wishes they make. Throughout, the term childre refers to those

More information

DIGITAL DISPLAY SOLUTION REAL ESTATE POINTS OF SALE (POS)

DIGITAL DISPLAY SOLUTION REAL ESTATE POINTS OF SALE (POS) DIGITAL DISPLAY SOLUTION REAL ESTATE POINTS OF SALE (POS) TABLE OF CONTENTS Digital services p. 3 Coected services p. 4 Maagemet p. 5 Commuicatio Stadards p. 6 Image wall p.8 A solutio tailored to your

More information

Logistics We are here. If you cannot login to MarkUs, me your UTORID and name.

Logistics We are here. If you cannot login to MarkUs,  me your UTORID and name. Logistics We are here 8 Week If you caot logi to arkus, email me your UTORID ad ame. heck lab marks o arkus, if it s recorded wrog, cotact Larry withi a week after the lab. Quiz average: 8% Assembly Laguage

More information

Bibliometric Characteristics of Political Science Research in Germany

Bibliometric Characteristics of Political Science Research in Germany Bibliometric Characteristics of Political Science Research y Pei-Shan Chi ifq Institute for Research Information and Quality Assurance Schützenstraße 6a, 10117 Berl (y) chi@forschungsfo.de ABSTRACT This

More information

Elizabeth H. Phillips-Hershey and Barbara Kanagy Mitchell

Elizabeth H. Phillips-Hershey and Barbara Kanagy Mitchell a You Have Choice! Elizabeth H. Phillips-Hershey ad Barbara Kaagy Mitchell GRADE 5 BOOK CLUB UNIT: BULLY-FREE ZONE SHARED READING 6 Pages 9 780779 176663 No-fictio: magazie article 2008 Scholastic Caada

More information

Motivation. Analysis-and-manipulation approach to pitch and duration of musical instrument sounds without distorting timbral characteristics

Motivation. Analysis-and-manipulation approach to pitch and duration of musical instrument sounds without distorting timbral characteristics Aalysis-ad-maipulatio approach to pitch ad duratio of musical istrumet souds without distortig timbral characteristics Takehiro Abe Katsutoshi Itoyama Kazuyoshi Yoshii Kazuori Komatai Tetsuya Ogata Hiroshi

More information

AMP-LATCH* Ultra Novo mm [.025 in.] Ribbon Cable 02 MAR 12 Rev C

AMP-LATCH* Ultra Novo mm [.025 in.] Ribbon Cable 02 MAR 12 Rev C AMP-LATCH* Ultra Novo Applcaton Specfcaton Receptacle Connectors for 114-40056 0.64 mm [.025 n.] Rbbon Cable 02 MAR 12 All numercal values are n metrc unts [wth U.S. customary unts n brackets]. Dmensons

More information

2 Specialty Application Photoelectric Sensors

2 Specialty Application Photoelectric Sensors SMARTEYE X-PRO XP10 XP10 -- Extremely High Speed Sesor 2 Specialty Applicatio Photoelectric Sesors 2-119 Specialty Applicatio Photoelectric Sesors 2 SMARTEYE X-PRO XP10 Extremely High Speed (10µs) Photoelectric

More information

tj tj D... '4,... ::=~--lj c;;j _ ASPA: Automatic speech-pause analyzer* t> ,. "",. : : :::: :1'NTmAC' I

tj tj D... '4,... ::=~--lj c;;j _ ASPA: Automatic speech-pause analyzer* t> ,. ,. : : :::: :1'NTmAC' I ASPA: Automatc speech-pause analyzer* D. GERVERt and G. DNELEY Unversty of Durham, Durham, England ASPA: The Programs Snce the actual detals of nterface samplng, dsk storage routnes, etc., wll depend upon

More information

Hybrid Transcoding for QoS Adaptive Video-on-Demand Services

Hybrid Transcoding for QoS Adaptive Video-on-Demand Services 732 IEEE Transactons on Consumer Electroncs, Vol. 50, No. 2, MAY 2004 Hybrd Transcodng for QoS Adaptve Vdeo-on-Demand Servces Ilhoon Shn and Kern Koh Abstract Transcodng s a core technque that s used n

More information

Basic Operations App Guide

Basic Operations App Guide Basic Operations App Guide Table of Contents 1. Outline 2. Items to Prepare 3. User Registration 4. Login 5. Connect Camera 6. Change or Delete Camera Name 7. Customer Analysis 7.1 Customer Analysis Main

More information

Illumination Models and Surface Rendering Methods

Illumination Models and Surface Rendering Methods Illmato Illmato Models ad Srface Rederg Methods L dffse reflecto φ R V P lght sorces basc model ambet lght dffse shadg speclar hghlghts shadg terpolato Gorad Shadg Phog Shadg Werer Prgathofer / Comptergraph

More information

Part II: Derivation of the rules of voice-leading. The Goal. Some Abbreviations

Part II: Derivation of the rules of voice-leading. The Goal. Some Abbreviations Presetatio by Aaro Yag Huro: Toe ad Voice Part II Toe ad Voice: A Derivatio of the Rules of Voice-Leadig from Perceptual Priciples Part II: Derivatio of the rules of voice-leadig By David Huro Presetatio

More information

BesTrans AOC (Active Optical Cable) Spec and Manual

BesTrans AOC (Active Optical Cable) Spec and Manual BesTras AOC (Active Optical Cable) Spec ad Maual A. Techology: BesTras Active Optical Cable (AOC) is a easy-to-use, secure coectio for home video distributio, coferece room presetatio systems, classroom

More information

Cost-Aware Fronthaul Rate Allocation to Maximize Benefit of Multi-User Reception in C-RAN

Cost-Aware Fronthaul Rate Allocation to Maximize Benefit of Multi-User Reception in C-RAN Cost-Aware Fronthaul Rate Allocaton to Maxmze Beneft of Mult-User Recepton n C-RAN Dora Bovz, Chung Shue Chen, Sheng Yang To cte ths verson: Dora Bovz, Chung Shue Chen, Sheng Yang. Cost-Aware Fronthaul

More information

References and quotations

References and quotations CHAPTER 1.8 Refereces ad quotatios Academic writig depeds o the research ad ideas of others, so it is vital to show which sources you have used i your work, i a acceptable maer. This uit explais the format

More information

T541 Flat Panel Monitor User Guide ENGLISH

T541 Flat Panel Monitor User Guide ENGLISH T541 Flat Panel Montor User Gude ENGLISH Frst Edton (June / 2002) Note : For mportant nformaton, refer to the Montor Safety and Warranty manual that comes wth ths montor. Ths publcaton could contan techncal

More information

Simple VBR Harmonic Broadcasting (SVHB)

Simple VBR Harmonic Broadcasting (SVHB) mple VBR Harmonc Broadcastng (VHB) Hsang-Fu Yu ab, Hung-hang Yang a, Y-Mng hen c, -Mng Tseng a, and hen-y Kuo a a Dep. of omputer cence & Informaton Engneerng, atonal entral Unversty, Tawan b omputer enter,

More information

Lost on the Web: Does Web Distribution Stimulate or Depress Television Viewing?

Lost on the Web: Does Web Distribution Stimulate or Depress Television Viewing? Lost on the Web: Does Web Dstrbuton Stmulate or Depress Televson Vewng? Joel Waldfogel The Wharton School Unversty of Pennsylvana August 10, 2007 Prelmnary comments welcome Abstract In the past few years,

More information

TERRESTRIAL broadcasting of digital television (DTV)

TERRESTRIAL broadcasting of digital television (DTV) IEEE TRANSACTIONS ON BROADCASTING, VOL 51, NO 1, MARCH 2005 133 Fast Initialization of Equalizers for VSB-Based DTV Transceivers in Multipath Channel Jong-Moon Kim and Yong-Hwan Lee Abstract This paper

More information

Read Only Memory (ROM)

Read Only Memory (ROM) ECE 545 igital System esig with VHL Lecture A igital Logic Reresher Part A Combiatioal Logic Buildig Blocks Cot. Problem 2 What is a size o ROM with a 4-bit address iput ad a 8-bit data output? What is

More information

Background Manuscript Music Data Results... sort of Acknowledgments. Suite, Suite Phylogenetics. Michael Charleston and Zoltán Szabó

Background Manuscript Music Data Results... sort of Acknowledgments. Suite, Suite Phylogenetics. Michael Charleston and Zoltán Szabó Suite, Suite Phylogeetics /5 Suite, Suite Phylogeetics Michael Charlesto ad Zoltá Szabó michael.charlesto@sydey.edu.au November 5th, 20 Suite, Suite Phylogeetics 2/5 S Bach oha Sebastia Bach was bor i

More information

SONG STRUCTURE IDENTIFICATION OF JAVANESE GAMELAN MUSIC BASED ON ANALYSIS OF PERIODICITY DISTRIBUTION

SONG STRUCTURE IDENTIFICATION OF JAVANESE GAMELAN MUSIC BASED ON ANALYSIS OF PERIODICITY DISTRIBUTION SOG STRUCTURE IDETIFICATIO OF JAVAESE GAMELA MUSIC BASED O AALYSIS OF PERIODICITY DISTRIBUTIO D. P. WULADARI, Y. K. SUPRAPTO, 3 M. H. PUROMO,,3 Insttut Teknolog Sepuluh opember, Department of Electrcal

More information

Statistics AGAIN? Descriptives

Statistics AGAIN? Descriptives Cal State Northrdge Ψ427 Andrew Answorth PhD Statstcs AGAIN? What do we want to do wth statstcs? Organze and Descrbe patterns n data Takng ncomprehensble data and convertng t to: Tables that summarze the

More information

Conettix D6600/D6100IPv6 Communications Receiver/Gateway Quick Start

Conettix D6600/D6100IPv6 Communications Receiver/Gateway Quick Start Conettx / Communcatons Recever/Gateway Quck Start.0 Parts Lst able : Conettx System Components Qty. Descrpton Conettx Communcatons Recever/Gateway AC power cord Battery cable P660 I/O cable P660 Rack mount

More information

Color Monitor. L200p. English. User s Guide

Color Monitor. L200p. English. User s Guide Color Montor L200p User s Gude Englsh Frst Edton (February / 2003) Note : For mportant nformaton, refer to the Montor Safety and Warranty manual that comes wth ths montor. Contents ENGLISH Safety (Read

More information

Chapter 3: Sequential Logic

Chapter 3: Sequential Logic Elements of Computg Systems, Nisan & Schocken, MIT Press, 2005 www.idc.ac.il/tecs Chapter 3: Sequential Logic Usage and Copyright Notice: Copyright 2005 Noam Nisan and Shimon Schocken This presentation

More information

Index. LV Series. Multimedia Projectors FULL LINE PRODUCT GUIDE. usa.canon.com/projectors. REALiS LCOS Projectors. WUX10 Mark II D WUX10 Mark II...

Index. LV Series. Multimedia Projectors FULL LINE PRODUCT GUIDE. usa.canon.com/projectors. REALiS LCOS Projectors. WUX10 Mark II D WUX10 Mark II... Multimedia Projectors FULL LINE PRODUCT GUIDE Idex REALiS Projectors Mark II D Mark II.... 1 D...... 2 Mark II D Mark II..... 4 Mark II D Mark II..... 5......... 6........ 7......... 8 LV Series LCD Projectors

More information

University Student Design and Applied Solutions Competition

University Student Design and Applied Solutions Competition To Protect People, Assets ad the Eviromet from Corrosio Uiversity Studet Desig ad Applied Solutios Competitio 2017 Sposorship Opportuities Housto, TX USA For more iformatio, please visit usdasc.com/sposorships

More information

Decision Support by Interval SMART/SWING Incorporating. Imprecision into SMART and SWING Methods

Decision Support by Interval SMART/SWING Incorporating. Imprecision into SMART and SWING Methods Decson Support by Interval SMART/SWING Incorporatng Imprecson nto SMART and SWING Methods Abstract: Interval judgments are a way of handlng preferental and nformatonal mprecson n multcrtera decson analyss.

More information

Turn it on. Your guide to getting the best out of BT Vision

Turn it on. Your guide to getting the best out of BT Vision Avalable n Bralle, large prnt and audo CD. Please call FREE on 8 8 15 for your copy. Turn t on Your gude to gettng the best out of www.bt.com/btvson V.2 28656 Enchantng flms to entertan all the famly Flms

More information

Small Area Co-Modeling of Point Estimates and Their Variances for Domains in the Current Employment Statistics Survey

Small Area Co-Modeling of Point Estimates and Their Variances for Domains in the Current Employment Statistics Survey Small Area Co-Modelng of Pont Estmates and Ther Varances for Domans n the Current Employment Statstcs Survey Jule Gershunskaya, Terrance D. Savtsky U.S. Bureau of Labor Statstcs FCSM, March 2018 Dsclamer:

More information

Product Bulletin 40C 40C-10R 40C-20R 40C-114R. Product Description For Solvent, Eco-Solvent, UV and Latex Inkjet and Screen Printing 3-mil vinyl films

Product Bulletin 40C 40C-10R 40C-20R 40C-114R. Product Description For Solvent, Eco-Solvent, UV and Latex Inkjet and Screen Printing 3-mil vinyl films Product Bulletn 40C Revson D, Effectve February 2016 (Replaces C, Apr. 15) 40C-10R 40C-20R 40C-114R Product Descrpton For Solvent, Eco-Solvent, UV and Latex Inkjet and Screen Prntng 3-ml vnyl flms Quck

More information

Quality improvement in measurement channel including of ADC under operation conditions

Quality improvement in measurement channel including of ADC under operation conditions Quality improvemet i measuremet chael icludig of ADC uder operatio coditios 1 Romuald MASNICKI, 2 Jausz MINDYKOWSKI 1, 2 Gdyia Maritime iversity, ul. Morska 81-83, 81-225 Gdyia, POLAND, tel. (+48 58) 6109

More information

Perspectives AUTOMATION. As the valve turns By Jim Garrison. The Opportunity to make Misteaks By Doug Aldrich, Ph.D., CFM

Perspectives AUTOMATION. As the valve turns By Jim Garrison. The Opportunity to make Misteaks By Doug Aldrich, Ph.D., CFM AUTOMATION Perspectives Lessos leared from the field As the valve turs By Jim Garriso The Opportuity to make Misteaks By Doug Aldrich, Ph.D., CFM As the Valve Turs By Jim Garriso AUTOMATION PERSPECTIVES

More information

Product Information. Universal swivel units SRU-plus

Product Information. Universal swivel units SRU-plus Product Informaton Unversal swvel unts SRU-plus SRU-plus Unversal swvel unts Robust. Fast. Hgh Performance. SRU-plus unversal rotary actuator Unversal unt for pneumatc swvel and turnng movements. Feld

More information

Optimized PMU placement by combining topological approach and system dynamics aspects

Optimized PMU placement by combining topological approach and system dynamics aspects Optmzed PU placement by combnng topologcal approach and system dynamcs aspects Jonas Prommetta, Jakob Schndler, Johann Jaeger Insttute of Electrcal Energy Systems Fredrch-Alexander-Unversty Erlangen-Nuremberg

More information

PROJECTOR SFX SUFA-X. Properties. Specifications. Application. Tel

PROJECTOR SFX SUFA-X. Properties. Specifications. Application.  Tel ifo@extgeeratioled.be www.extgeeratioled.be Tel + 32 53 71 09 42 PROJECTOR SFX SUFA-X Properties Lifespa L70 %: > 50.000 hours Eergy savigs up to 65% Boosted istallatio efficiecy thaks to the slimmed-dow

More information

The Communication Method of Distance Education System and Sound Control Characteristics

The Communication Method of Distance Education System and Sound Control Characteristics 36 IJCSNS Iteratioal Joural of Computer Sciece ad Network Security, VO.6 No.7A, July 006 The Commuicatio ethod of Distace Educatio System ad Soud Cotrol Characteristics aabu Ishihara, Departmet of Electrical

More information

Automatic Commercial Monitoring for TV Broadcasting Using Audio Fingerprinting

Automatic Commercial Monitoring for TV Broadcasting Using Audio Fingerprinting Automatic Commercial Monitoring for TV Broadcasting Using Audio Fingerprinting Dalwon Jang 1, Seungjae Lee 2, Jun Seok Lee 2, Minho Jin 1, Jin S. Seo 2, Sunil Lee 1 and Chang D. Yoo 1 1 Korea Advanced

More information

Movies are great! Within a passage, words or phrases can give clues to the meaning of other words. This

Movies are great! Within a passage, words or phrases can give clues to the meaning of other words. This Movies are great! SUBJECT READING SKILL TEXT TYPE Culture ad People Uderstadig vocabulary i cotext Movie review Uderstadig vocabulary i cotext Withi a passage, words or phrases ca give clues to the meaig

More information

A Quantization-Friendly Separable Convolution for MobileNets

A Quantization-Friendly Separable Convolution for MobileNets arxv:1803.08607v1 [cs.cv] 22 Mar 2018 A Quantzaton-Frendly Separable for MobleNets Abstract Tao Sheng tsheng@qt.qualcomm.com Xaopeng Zhang parker.zhang@gmal.com As deep learnng (DL) s beng rapdly pushed

More information

The Selfish Giant for flute and storyteller

The Selfish Giant for flute and storyteller The Selish Giat or lute ad storyteller 2009 rev. 2011 (ca. 12:00) Christoher Gaiey (b. 1981) with text adated rom "The Selish Giat" (1888) by Oscar Wilde Program Note: The Selish Giat (2009 rev. 2011)

More information

REF-1801 HD/SD Frame Reference Module

REF-1801 HD/SD Frame Reference Module DENSITÉ series REF-1801 HD/SD Frame Reference Module Guide to Installation and Operation M845-9900-100 13 Jul 2007 Miranda Technologies Inc. 3499 Douglas-B.-Floreani St-Laurent, Québec, Canada H4S 1Y6

More information

Bachelor s Degree Programme (BDP)

Bachelor s Degree Programme (BDP) EEG-01/ BEGE-101 Bachelor s Degree Programme (BDP) ASSIGNMENT (for July 2018 and January 2019 Sessons) EEG-01/BEGE-101 ELECTIVE COURSE IN ENGLISH School of Humantes Indra Gandh Natonal Open Unersty Madan

More information

Product Information. Manual change system HWS

Product Information. Manual change system HWS Product Informaton HWS HWS Flexble. Compact. Productve. HWS manual change system Manual tool change system wth ntegrated ar feed-through and optonal electrc feed-through Feld of applcaton Excellently sutable

More information

CRAYON. The crayons for the digital generation

CRAYON. The crayons for the digital generation The crayos for the digital geeratio ABOUT BENEFITS is a iteractive multi-touch table desiged specifically for kids. With a appealig ad fu desig, comes complete with eight games that ecourage childre to

More information

SWS 160. Moment loading. Technical data. M x max Nm M y max Nm. M z max Nm

SWS 160. Moment loading. Technical data. M x max Nm M y max Nm. M z max Nm Moment loadng M x max. 7170 Nm M y max. 7170 Nm M z max. 3800 Nm Ths s the max. sum of all forces and moments (from acceleraton forces and moments, process forces or moments, emergency stop stuatons, etc.)

More information

2 Specialty Application Photoelectric Sensors

2 Specialty Application Photoelectric Sensors SMARTEYE STEALTH-UV UVS Aalog/Digital Lumiescece Sesor 2 Specialty Applicatio Photoelectric Sesors 2-93 Specialty Applicatio Photoelectric Sesors 2 SMARTEYE STEALTH-UV UVS Aalog/Digital Lumiescece Sesor

More information

Analysis of Subscription Demand for Pay-TV

Analysis of Subscription Demand for Pay-TV Analyss of Subscrpton Demand for Pay-TV Manabu Shshkura Researcher Insttute for Informaton and Communcatons Polcy 2-1-2 Kasumgasek, Chyoda-ku Tokyo 110-8926 Japan m-shshkura@soumu.go.jp Tel: 03-5253-5496

More information

THE Internet of Things (IoT) is likely to be incorporated

THE Internet of Things (IoT) is likely to be incorporated This is the author's versio of a article that has bee published i this oural. Chages were made to this versio by the publisher prior to publicatio. IEEE INTERNET OF THINGS JOURNAL, VOL. 5, NO. 1, FEBRUARY

More information

Product Information. Manual change system HWS

Product Information. Manual change system HWS Product Informaton HWS HWS Flexble. Compact. Productve. HWS manual change system Manual tool change system wth ntegrated ar feed-through and optonal electrc feed-through Feld of applcaton Excellently sutable

More information

S Micro--Strip Tool in. S Combination Strip Tool ( ) S Cable Holder Assembly (Used only

S Micro--Strip Tool in. S Combination Strip Tool ( ) S Cable Holder Assembly (Used only Instructon Sheet LghtCrmp* Plus LC 408-10103 (for Jacketed Cable) Connectors 18 AUG 09 Rear Protectve Cap Termnaton CoverG Boot Connector Assembly Crmp Eyelet Duplex Clp G Connector kt s shpped wth these

More information

RELIABILITY EVALUATION OF REPAIRABLE COMPLEX SYSTEMS AN ANALYZING FAILURE DATA

RELIABILITY EVALUATION OF REPAIRABLE COMPLEX SYSTEMS AN ANALYZING FAILURE DATA It. J. Mech. Eg. & Rob. Res. 2013 G Gurumahesh et al., 2013 Research Paper ISSN 2278 0149 www.ijmerr.com Vol. 2, No. 1, Jauary 2013 2013 IJMERR. All Rights Reserved RELIABILITY EVALUATION OF REPAIRABLE

More information

A Scalable HDD Video Recording Solution Using A Real-time File System

A Scalable HDD Video Recording Solution Using A Real-time File System H. L et al.: A Scalable HDD Vdeo Recordng Soluton Usng A Real-tme Fle System A Scalable HDD Vdeo Recordng Soluton Usng A Real-tme Fle System Hong L, Stephen R. Cumpson Member, IEEE, Robert Jochemsen, Jan

More information

Apollo 360 Map Display User s Guide

Apollo 360 Map Display User s Guide Apollo 360 Map Display User s Guide II Morrow Ic. 2345 Turer Road S.E. Salem, Orego 97309 November 1996 P/N 560-0119-00 Apollo 360 Map Display No part of this documet may be reproduced i ay form or by

More information

Block Diagram. RGB or YCbCr. pixin_vsync. pixin_hsync. pixin_val. pixin_rdy. clk

Block Diagram. RGB or YCbCr. pixin_vsync. pixin_hsync. pixin_val. pixin_rdy. clk Rev. 3. Synthesizable, technology dependent IP Core for FPGA, ASIC and SoC Fully programmable scale parameters Fully programmable RGB channel widths allow support for any RGB format (or greyscale if only

More information

Incidence and Progression of Astigmatism in Singaporean Children METHODS

Incidence and Progression of Astigmatism in Singaporean Children METHODS Icidece ad Progressio of Astigmatism i Sigaporea Childre Louis Tog, 1,2 Seag-Mei Saw, 1,2,3,4 Yu Li, 2 Kee-Seg Chia, 3 David Koh, 3 ad Doald Ta 1,2,4 PURPOSE. This study ivestigated the icidece ad progressio,

More information

CONNECTIONS GUIDE. To Find Your Hook.up Turn To Page 1

CONNECTIONS GUIDE. To Find Your Hook.up Turn To Page 1 CONNECTIONS GUIDE To Fnd Your Hook.up Turn To Page 1 Connectng TV to Antenna (or Cable Wthout Cable Box) and No VCR (Hook-up 1A)...2 Monaural VCR (Hook-up 1B)...3 Stereo VCR (Hook-up 1C)... 4 Cable Wth

More information

ABSTRACT. woodwind multiphonics. Each section is based on a single multiphonic or a combination thereof distributed across the wind

ABSTRACT. woodwind multiphonics. Each section is based on a single multiphonic or a combination thereof distributed across the wind ABRACT ii Mikel Kueh, Advisor Masks, scored for flute, oboe, clariet, violi, cello, percussio, ad piao, is orgaized ito eight sectios that are based upo woodwid multiphoics. Each sectio is based o a sigle

More information

US Al (19) United States (12) Patent Application Publication (10) Pub. No.: US 2014/ A1 ABE (43) Pub. Date: Jun.

US Al (19) United States (12) Patent Application Publication (10) Pub. No.: US 2014/ A1 ABE (43) Pub. Date: Jun. . US 20140178045Al (19) United States (12) Patent Application Publication (10) Pub. No.: US 2014/0178045 A1 ABE (43) Pub. Date: Jun. 26, 2014 (54) VDEO PLAYBACK DEVCE, VDEO Publication Classi?cation PLAYBACK

More information