pyconph 2014 - image analysis in python
DESCRIPTION
This is what I presented on PyconPH 2014 last February 22,2014. It was a great experience. Email me if you have questions :)TRANSCRIPT
IMAGE ANALYSIS IN PYTHONCharmyne Mamador
OBJECTIVE
Python
Geomatics Image processing
Awesome!
Senior BS Geodetic Engineering in UP Diliman
Student Assistant, UP3dGIS Project, Department of Geodetic Engineering
Dormer
OVERVIEW
WHAT IS AN IMAGE?
R
G
B
Your Image Have pixels
Each pixels
Values
USES OF AN IMAGE
SECURITY
USES OF AN IMAGE
DISASTER MIGATION AND ASSESSMENT
USES OF AN IMAGE
Advertisements, Business and more!
WHAT IS GEOMATICS?
Geomatics Engineering is a modern discipline, which integrates acquisition, modelling, analysis, and management of spatially referenced data, i.e. data identified according to their locations. Based on the scientific framework of geodesy, it uses terrestrial, marine, airborne, and satellite-based sensors to acquire spatial and other data. It includes the process of transforming spatially referenced data from different sources into common information systems with well-defined accuracy characteristics.
PHOTOGRAMMETRY
REMOTE SENSING
REMOTE SENSING
IMAGE PROCESSING TECHNIQUES
RECTIFICATION/TRANSFORMATION
IMAGE PROCESSING TECHNIQUES
RECTIFICATION/TRANSFORMATION
IMAGE PROCESSING TECHNIQUES
CLASSIFICATION
IMAGE PROCESSING TECHNIQUES
MASKING
IMAGE PROCESSING TECHNIQUES
MASKING
IMAGE PROCESSING TECHNIQUES
CORRELATION
IMAGE PROCESSING TECHNIQUES
CORRELATION
IMAGE PROCESSING TECHNIQUES
FILTERING
IMAGE PROCESSING TECHNIQUES
BAND MATH
IMAGE PROCESSING TECHNIQUES
BAND MATH
IMAGING LIBRARIES
Python Imaging Library
Optik
OpenCV
Translator library for raster geospatial data formats that is released under an X/MIT style Open Source license by the Open Source Geospatial Foundation.
SOFTWARES/PROJECTS IN GDAL
NUMPY
ar·ray [uh-rey]
BASIC IMAGE MANIPULATION
Median Filter
Sepia Filter
Grayscale Filter
Vignette
Resampling
GDAL SCRIPT PROCESS
Import libraries
Load drivers
Open File
Read Files (by block)
Manipulate using Numpy
Create output file
Write Files (Don’t forget to flush)
ACKNOWLEDGEMENTS
Asst. Prof. Marx Tupas
Asst. Prof. Wilfredo Rada
Engr. Ranel Padon a.k.a. Dark Templar
Ian Panganiban
Random Inspirational Videos on YouTube :)
DILNET for internet connection
Owners of the pictures I used <3 You guys are awesome!
REFERENCES
GmE 205 Lectures/Exercises
The Internet for pictures and everything
Random people I talked to :)
IMAGE ANALYSIS IN PYTHONCharmyne Mamador
MERCI!