alexa Center for Image Analysis (OGAM)

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Center for Image Analysis (OGAM)

Image Analysis can be defined as the complete process for automatic/semi-automatic detection of the semantic information within a pre-processed visual data captured by various sensors. Based on the scientific literature, image analyis can be related with the fields of compter vision, pattern recognition, remote sensing, multimedia retrieval, visual tracking, as well as many other areas.

Due to the enormous increase of visual data, automatic inspection of this data by computers is extremely necessary. Increase in visual sensors in systems in both civilian and military applications, consumer products with visual data generation capability, as well as sharing such data through internet makes automatic analyis is inevitable. METU Center for Image Analysis (OGAM) was founded on 14 August 2014 by the mission of fostering interdisciplinary research between researchers in the field of image analysis at various departments, institutes and faculties of the university and giving support to project proposals as well as ongoing projects by full-time dedicated researchers in this center.

Research areas:

Analysis for Multimedia

• Image Analysis for Consumer Electronics

• Multimedia Retrieval, multimedia databases and data mining

• Multimedia Wireless Networks

• Video analytics • Virtual and augmented reality

• Image Analysis for Mobile Applications

• Cognitive Vision

• High Dynamic Range Imaging

• Computational Visual Perception

• Video Compression

• Color Theory and Applications

Biomedical Image Analysis

• Functional Magnetic Resonance Imaging (fMRI)

• Resting state Functional Magnetic resonance imaging (rsfMRI)

• Diffusion Tensor Imaging (DTI)

• Magnetic Resonance Imaging (MRI)

• Biologically-motivated vision

• Microscopic image analyisis

• Small Animal image analysis

Earth Observation

• Geo-spatial Object Detection and Recognition from Aerial and Satellite Images

• Geophysical imaging

• Estimation Water Cycle components using remote sensing techniques

• Remote Sensing of Precipitation

• Determintation of Flood Extent using remotely sensed data

• Water quality and quantity monitoring

Image Analysis for Defense & Security

• Visual Surveillance Systems

• Hyperspectral Target Detection and Recognition

• Vision-based Intelligent Transportation Systems

• Analysis of Active Sensor data (SAR, LIDAR)

• Visual Target Tracking

• Forensic Ä°mage and Video Analysis

• Biometrics

Machine Vision

• Visual inspection

• SLAM

• 3D Scene Analysis

Micro/Nanoscale Image Analysis

• Multidimensional spectro-microscopic data and image analysis

• Nanoscale feature recognition and statistics

• Diffusion phenomena PDE methods, shape metrics

• Context and prior guided filtering and segmentation

• Structure preserving image processing

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