Seyed Mahdi Roostaiyan

M.SC. in ARTIFICIAL INTELLIGENCE (2014) · COMPUTER ENGINEERING

Machine Learning Lab (Dr. Mahdieh Soleymani Lab) , Room 408-3, Department of Computer

Engineering, Sharif University of Technology, Azadi Avenue, Tehran, Iran

 (+989) 01-3090-412

Email: mahdiroostaiyan@ce.sharif.edu

Skype: mips00@gmail.com

MACHINE LEARNING AND PATTERN RECOGNITION

Distance Metric Learning (Similarity Measure Learning)
Multi-Modal Models
Deep Learning, Graphical Model (Shallow and Deep), Neural Networks
Probabilistic Learning and Inference, Representation Learning, Transfer Learning
Feature Transform Techniques, Sparse Dictionary Learning and Sparse Representation, Matrix Completion, Image Annotation

Optimization

Applications

(Image, Text, Speech, Speaker and Multi-Modal Data) Classification
Content-based (Image, Text, Speech and Multi-Modal Data) Retrieval
Image Annotation (Multi-Label Data)
Clustering
Image Enhancement (Spatial and Spectral Image Fusion, Patch-based and Self-Similarity-based Approaches, Probabilistic Modeling, Sparse Representation)
Augmented Reality, Object Tracking, Camera Calibration

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