Keywords:

• Visual information and image processing

• Visual and statistical pattern recognition

• Machine learning

• Computer vision

• Micro processing and embedded systems

• Fuzzy logic and logic programming

• Remote sensing

• Modeling and simulation

• Computational graphics

• Mobile robotics

• Assistive technology
   

Research interests:

I am interested in working on studies related to real-time data analysis in general with more focus on visual recognition and machine learning. I like applications related to assitive  technology and mobile robotics.

In my research I like to use video camera/ smartphones embedded camera to detect human faces and gestures, road related objects/obstacles, driver behavior and safety aspects .

I like yo use/modify/develop algorithms and techniques related to image processing, pattern recognition and color segmentation, conversion among different color coordinate systems, multi-threshold pixel labeling, opponent color  filters,  seeded region growing, histogram discriminant analysis, structuring dilation morphology, decision tree classification based on  geometrical-features, neighborhood edge tracking, region of interest  expansion, random sample consensus, convex hull, principal component  analysis subspace method and histogram of oriented gradient features.

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What I like most is to use the output of Visual and statistical pattern recognition, Machine learning and Computer vision algorithms in real electronic and robotics applications. For example: Intelligent transportation systems, safety driving applications, collision avoidance in wheel chairs and vehicles, patient/driver monitoring.