phd research thesis

Matlab Projects

Abstract: Because of the smaller size of mobile devices, text entry with on-screen keyboards becomes inefficient. Therefore, we present CamK, a camera-based text-entry method, which can use a panel (e.g., a piece of paper) with a keyboard layout to input text into small devices. With the built-in camera of the mobile device, CamK captures images during the typing process and utilizes image processing techniques to recognize the typing behavior, i.e., extract the keys, track the user's fingertips, detect and locate keystrokes. To achieve high accuracy of keystroke localization and low false positive rate of keystroke detection, CamK introduces the initial training and online calibration. To reduce the time latency, CamK optimizes computation-intensive modules by changing image sizes, focusing on target areas, introducing multiple threads, removing the operations of writing or reading images. Finally, we implement CamK on mobile devices running Android. Our experimental results show that CamK can achieve above 95% accuracy in keystroke localization, with only a 4.8% false positive rate. When compared with on-screen keyboards, CamK can achieve a 1.25X typing speedup for regular text input and 2.5X for random character input. In addition, we introduce word prediction to further improve the input speed for regular text by 13.4%.


VLSI Phd Research,phd VLSI research topics,VLSI phd research proposal,phd VLSI research thesis,VLSI Phd research in Bangalore

matlab projects Mtech Projects IEEE Projects ECE Projects EEE projects Mechanical Projects Biomedical Projects FPGA Projects Simulink Projects VLSI Projects Matlab Projects OpticDisc Imagetampering Spatialmutual Sparse VisualAttribute Contentbased Imageclassification Salientobject HISTOGRAM SHIFTING Verilog Projects Bayesian Matlab Projects EEE Project Matlab Projects Matlab Projects Matlab Projects Matlab Projects Matlab Projects Matlab Projects Final year Projects VHDL Projects IEEE Project Matlab Project IEEE 2017 Project 2016 IEEE Project Matlab Projects Matlab projects in bangalore Latest matlab projects ieee matlab projects ieee matlab projects for eee ieee matlab projects on image processing ieee matlab projects free download ieee matlab projects with source code ieee matlab projects for ece ieee matlab projects 2018-2019 ieee matlab projects assignments ieee matlab project topics latest ieee matlab projects for eee ieee projects in matlab along with code ieee matlab based projects matlab ieee projects source code ieee communication projects in matlab Matlab Projects for Engineering Students Matlab Projects for Electrical Engineering Students Simulink Projects for ECE vlsi projects vlsi projects in bangalore vlsi projects using cadence tool vlsi projects for final year ece vlsi projects for mtech vlsi projects 2018 vlsi projects ieee vlsi projects using vhdl vlsi projects using fpga ieee vlsi projects ieee vlsi projects 2018 ieee vlsi projects abstracts ieee vlsi projects 2017 ieee vlsi projects free download Latest biomedical projects biomedical projects biomedical projects in bangalore biomedical projects for ece biomedical projects ideas biomedical projects 2018 biomedical projects using arduino biomedical projects for final year ece biomedical projects ieee biomedical projects arduino biomedical projects abstract mtech projects mtech projects in bangalore mtech projects for cse mtech projects for ecev mtech projects vlsi mtech projects for eee mtech projects for structural engineering mtech projects on embedded systems mtech projects on image processing mtech matlab projects mtech projects based on matlab matlab projects for mtech students m tech projects in matlab m.tech matlab projects mtech projects using matlab mtech vlsi projects 2018 m tech vlsi projects institutes in bangalore m tech vlsi projects list m tech vlsi project source code m.tech vlsi project abstracts m.tech projects in vlsi and embedded systems mtech vlsi based projects mtech embedded system projects mtech embedded system projects 2018 m.tech embedded systems projects in hyderabad m.tech vlsi and embedded systems projects embedded system based mtech projects m.tech embedded system projects embedded system projects for mtech m.tech embedded systems ieee projects Latest mechanical projects 2018-2019 Mechanical Projects mechanical projects in bangalore mechanical projects for engineering mechanical projects on agriculture mechanical projects for final year mechanical projects pdf mechanical projects at low cost mechanical projects related to agriculture 2018-2019 Mechanical Projects Latest Mechanical Projects Mechanical projects for Engineering Mechanical Projects in bangalore mechanical projects related to agriculture Mechanical Projects on Agriculture Mechanical Projects for Final Year mechanical projects pdf Latest eee projects eee projects bangalore eee projects for final year eee projects for final year pdf eee projects for final year diploma electrical projects for final year eee ieee projects for eee final year matlab projects for eee final year arduino projects for final year eee innovative projects for final year eee students innovative projects for final year eee mini projects for final year eee electrical projects electrical projects for final year electrical projects pdf electrical projects for diploma electrical projects in bangalore electrical projects based on agriculture electrical projects 2018 electrical projects in india electrical projects company electrical projects topics electrical projects for engineering electrical projects australia electrical projects and solutions electrical projects at home electrical projects at low cost electrical projects autocad electrical projects and services ltd electrical automation projects electrical arduino projects electrical amazing projects how to make a electrical projects electrical projects book electrical projects book pdf electrical projects based on power system electrical projects based on solar energy electrical projects based on matlab electrical projects based on scada electrical projects based on arduino electrical projects buy online electrical projects based on microcontroller b tech electrical projects b.e electrical projects b&l electrical projects b.tech electrical projects download b tech projects electrical engineering pdf b.tech electrical mini projects Latest iot projects iot projects iot projects 2018-2019 iot projects,iot projects for cse iot projects using raspberry pi iot projects using arduino iot projects in bangalore iot projects ideas iot projects means iot projects pdf iot projects ieee iot projects list iot projects arduino iot projects applications iot projects android iot projects abstract iot projects agriculture iot projects and ideas arduino projects Latest arduino projects arduino projects 2018-2019 arduino projects bangalore arduino projects for beginners arduino projects pdf arduino projects ideas arduino projects for kids arduino projects 2018 arduino projects bangalore arduino projects for beginners with code arduino projects using bluetooth arduino projects advanced arduino projects automation arduino projects agriculture arduino projects arduino.cc arduino projects abstracts arduino projects automotive arduino projects artificial intelligence 2018-2019 raspberry pi projects Latest raspberry pi projects raspberry pi projects raspberry pi projects pdf raspberry pi projects for kids raspberry pi projects 2018 raspberry pi projects ideas raspberry pi projects using python raspberry pi projects book raspberry pi projects for computer science students raspberry pi projects for beginners raspberry pi projects github raspberry pi projects ai raspberry pi projects agriculture raspberry pi projects abstract raspberry pi projects audio raspberry pi projects automation raspberry pi projects adafruit power electronics projects ieee power electronics projects power electronics projects for mtech power electronics projects pdf power electronics projects for engineering students power electronics projects using scr power electronics projects 2018-2019 power electronics projects ieee power electronics projects with circuit diagram power electronics projects using arduino power electronics projects ideas power electronics applications projects mtech power electronics projects m.tech power electronics ieee projects mtech projects in power electronics and drives power electronics based mtech projects power electronics projects for mtech ieee projects for m.tech power electronics m.tech power electronics projects m.tech projects on power electronics m.tech power electronics project topics mtech power system projects m tech power system projects m tech electrical power system projects power system projects for mtech ieee projects for mtech power system power system projects 2018-2019 power system projects for final year power system projects ieee power system projects using matlab simulink power system projects for eee power system projects for mtech power system projects-psp-elsewedy careers power system projects for b.tech power system projects company power system projects using matlab pdf power system analysis projects power system automation projects ieee power system projects with abstract power system analysis matlab projects power system operation and control projects ece projects 2018 ece projects in bangalore ece projects pdf ece projects for 2nd year ece projects final year ece projects quora ece projects based on iot ece projects for final year ece projects abstracts ece projects abstract free download ece projects arduino ece advanced projects ece automation projects ece antenna projects ece academic projects ece agriculture projects ece projects based on vlsi ece projects based on arduino ece projects based on microcontroller ece projects based on embedded systems ece projects based on robotics b tech ece projects b tech ece projects free download b tech ece projects on embedded systems b.e ece projects for final year b tech ece projects free download pdf telecommunication projects 2018-2019 telecommunication projects for students telecommunication projects in tcs telecommunication projects for final year students telecommunication projects for final year students pdf telecommunication projects list telecommunication projects for engineering students telecommunication projects pdf telecommunication projects ideas telecommunication projects using matlab telecommunication based projects telecommunication best projects electronics and telecommunication be projects comsol projects comsol mems projects comsol based projects comsol projects download comsol multiphysics projects projects on comsol comsol simulation projects comsol projects bangalore 2018 comsol projects comsol projects chennai labview projects labview projects 2018-2019 labview projects bangalore labview projects pdf labview projects using arduino labview projects for beginners labview projects for students pdf labview projects using daq labview projects download labview projects with arduino labview projects using mydaq labview projects in communication labview projects without hardware labview arduino projects labview automation projects labview arduino projects pdf labview based automation projects labview based arduino projects labview interface for arduino projects labview based projects labview biomedical projects labview beginner projects instrumentation engineering projects instrumentation engineering projects 2018 instrumentation engineering projects bangalore instrumentation engineering projects pdf instrumentation engineering mini projects biomedical instrumentation engineering projects instrumentation project engineering jobs