Image processing training in Bangalore
Jun 19, 2015
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MATLAB, WEKA, JAVA, J2EE Solutions, .NET Solutions (Windows Forms, C#, ASP), Mobile
Solutions (J2ME, Android),....
While providing writing assistance, our experts focus on the research findings, references used,
related articles from the journals, including the execution of their years of expertise. How our
experts are contributing the writing needs of academic students, have a glance over it which
follows as:
• Abstract containing hypothesis, methods, brief summary of the findings including the
conclusion
• Introduction having statement of the problem, background, rationale, purpose, methods, and
limitations
• Literature review enumerating on discussion and analysis of research and purpose of the
study, level of understanding over research with several in-depth reviews including the mini-
reviews
• Material and methods used, precedent, and reason of using
• Results having significance to presentation of the findings with statistics, tables, and figures
• Discussion with concise restatement of research study purpose entailing with background
information and the way to interpret the result
• Conclusion involving summarization of results and discussion and so on.
This is only the highlights and the way our experts develop the write-up with attributes of
critical and analytical aspects. Moreover, the developed write-up is spruced up through editing
and proofreading, for which we have another bunch of experts. Your academic goal is the prime
concern of our writing services and how you would stand out apart from the crowd is the focus.
Address
Opp. Phagwara Bus Stand, Above Bella
Pizza, Handa City Center, Phagwara
Engage us today at our [email protected]
[email protected]
visit our web site-www.e2matrix.com
CONTACT NUMBER --
09041262727
7508509709
7508509730
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IMAGE PROCCESSING
• INTRODUCTION• ACQUIRING IMAGES
– HUMAN RELIANCE ON IMAGES FOR INFORMATION
– ELECTRONICS AND BANDWIDTH LIMITATIONS
– HIGH RESOLUTION IMAGING– COLOR IMAGING– COLOR SPACES– COLOR DISPLAYS– IMAGE TYPES
• ITS TIME FOR DEMO• CONCLUSION• BIBLIOGRAPHY
SYNOPSIS
IMAGE PROCESSING INVOLVES PROCESSING OR ALTERING AN EXISTING IMAGE IN A DESIRED MANNER.
THE NEXT STEP IS OBTAINING AN IMAGE IN A READABLE FORMAT.
THE INTERNET AND OTHER SOURCES PROVIDE COUNTLESS IMAGES IN STANDARD FORMATS.
INTRODUCTION
IMAGE PROCESSING ARE OF TWO ASPECTS..
IMPROVING THE VISUAL APPEARANCE OF IMAGES TO A HUMAN VIEWER
PREPARING IMAGES FOR MEASUREMENT OF THE FEATURES AND STRUCTURES PRESENT.
CONTD…
SINCE THE DIGITAL IMAGE IS “INVISIBLE” IT MUST BE PREPARED FOR VIEWING ON ONE OR MORE OUTPUT DEVICE (LASER PRINTER,MONITOR,ETC)
THE DIGITAL IMAGE CAN BE OPTIMIZED FOR THE APPLICATION BY ENHANCING OR ALTERING THE APPEARANCE OF STRUCTURES WITHIN IT (BASED ON: BODY PART, DIAGNOSTIC TASK, VIEWING PREFERENCES,ETC)
IT MIGHT BE POSSIBLE TO ANALYZE THE IMAGE IN THE COMPUTER AND PROVIDE CUES TO THE RADIOLOGISTS TO HELP DETECT IMPORTANT/SUSPICIOUS STRUCTURES (E.G.: COMPUTED AIDED DIAGNOSIS, CAD)
WHY DO WE NEED IMAGE PROCESSING?…
SCIENTIFIC INSTRUMENTS COMMONLY PRODUCE IMAGES TO COMMUNICATE RESULTS TO THE OPERATOR, RATHER THAN GENERATING AN AUDIBLE TONE OR EMITTING A SMELL.
SPACE MISSIONS TO OTHER PLANETS AND COMET HALLEY ALWAYS INCLUDE CAMERAS AS MAJOR COMPONENTS, AND WE JUDGE THE SUCCESS OF THOSE MISSIONS BY THE QUALITY OF THE IMAGES RETURNED.
ACQUIRING IMAGE…
IMAGE-TO-IMAGE TRANSFORMATIONS
IMAGE-TO-INFORMATION TRANSFORMATIONS
INFORMATION-TO-IMAGE TRANSFORMATIONS
TYPES OF IMAGE PROCESSING
ENHANCEMENT (MAKE IMAGE MORE USEFUL, PLEASING)
RESTORATION
EGG. DEBLURRING ,GRID LINE REMOVAL
GEOMETRY
(SCALING, SIZING , ZOOMING, MORPHING ONE OBJECT TO ANOTHER).
IMAGE-TO-IMAGE TRANSFORMATIONS
IMAGE STATISTICS (HISTOGRAMS)HISTOGRAM IS THE FUNDAMENTAL TOOL FOR ANALYSIS AND IMAGE PROCESSING
IMAGE COMPRESSION
IMAGE ANALYSIS (IMAGE SEGMENTATION, FEATURE EXTRACTION, PATTERN RECOGNITION)
COMPUTER-AIDED DETECTION AND DIAGNOSIS (CAD)
IMAGE-TO-INFORMATION TRANSFORMATIONS
DECOMPRESSION OF COMPRESSED IMAGE DATA.
RECONSTRUCTION OF IMAGE SLICES FROM CT OR MRI RAW DATA.
COMPUTER GRAPHICS, ANIMATIONS AND VIRTUAL REALITY (SYNTHETIC OBJECTS).
INFORMATION-TO-IMAGE TRANSFORMATIONS
THE PROCESS OF OBTAINING AN HIGH RESOLUTION (HR) IMAGE OR A SEQUENCE OF HR IMAGES FROM A SET OF LOW RESOLUTION (LR) OBSERVATIONS.
HR TECHNIQUES ARE BEING APPLIED TO A VARIETY OF FIELDS, SUCH AS OBTAINING
IMPROVED STILL IMAGES
HIGH DEFINITION TELEVISION,
HIGH PERFORMANCE COLOR LIQUID CRYSTAL DISPLAY (LCD) SCREENS,
VIDEO SURVEILLANCE,
REMOTE SENSING, AND
MEDICAL IMAGING.
HIGH RESOLUTION IMAGING
CONVERSION FROM RGB (THE BRIGHTNESS OF THE INDIVIDUAL RED, GREEN, AND BLUE SIGNALS AT DEFINED WAVELENGTHS) TO YIQ/YUV AND TO THE OTHER COLOR ENCODING SCHEMES IS STRAIGHTFORWARD AND LOSES NO INFORMATION.
Y, THE “LUMINANCE” SIGNAL, IS JUST THE BRIGHTNESS OF A PANCHROMATIC MONOCHROME IMAGE THAT WOULD BE
DISPLAYED BY A BLACK-AND-WHITE TELEVISION RECEIVER
COLOR SPACES
• MOST COMPUTERS USE COLOR MONITORS THAT HAVE MUCH HIGHER RESOLUTION THAN A TELEVISION SET BUT OPERATE ON ESSENTIALLY THE SAME PRINCIPLE.
• SMALLER PHOSPHOR DOTS, A HIGHER FREQUENCY SCAN, AND A SINGLE PROGRESSIVE SCAN (RATHER THAN INTERLACE) PRODUCE MUCH GREATER SHARPNESS AND COLOR PURITY.
COLOR DISPLAYS
IMAGE SENSORS
Digital processing requires images to be obtained in the form of electrical signals. These signals can be digitized into sequences of numbers which then can be processed by a computer. There are many ways to convert images into digital numbers. Here, we will focus on video technology, as it is the most common and affordable approach.
• MULTIPLE IMAGES MAY CONSTITUTE A SERIES OF VIEWS OF THE SAME AREA, USING DIFFERENT WAVELENGTHS OF LIGHT OR OTHER SIGNALS.
• EXAMPLES INCLUDE THE IMAGES PRODUCED BY SATELLITES, SUCH AS
– THE VARIOUS VISIBLE AND INFRARED WAVELENGTHS RECORDED BY THE LANDSAT THEMATIC MAPPER(TM), AND
– IMAGES FROM THE SCANNING ELECTRON MICROSCOPE (SEM) IN WHICH AS MANY AS A DOZEN DIFFERENT ELEMENTS MAY BE REPRESENTED BY THEIR X-RAY INTENSITIES.
• THESE IMAGES MAY EACH REQUIRE PROCESSING.
MULTIPLE IMAGES
HARDWARE REQUIREMENTS
A general-purpose computer to be useful for image processing, four key demands must be met: high-resolution image display, sufficient memory transfer bandwidth, sufficient storage space, and sufficientcomputing power. A 32-bit computer can addressup to 4GB of memory(RAM).
• ADOBE PHOTOSHOP
• COREL DRAW
• SERIF PHOTOPLUS
SOFTWARE REQUIREMENTS
CONCLUSION
In electrical engineering and computer science, image processing is any form of signal processing for which the input is an image, such as photographs or frames of video; the output of image processing can be either an image or a set of characteristics or parameters related to the image. Most image-processing techniques involve treating the image as a two-dimensional signal and applying standard signal-processing techniques to it.
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