Research interests

Computer Vision, Machine Learning, 3D Vision, Object Recognition, Neural Networks

PUBLICATIONS

nyc0_test_3d_cropCNN-based Object Segmentation in Urban LIDAR With Missing Points
A. Zelener and I. Stamos, International Conference on 3D Vision (3DV 2016), October 25 – 28 2016, Stanford University, CA. PDF.

sedan_smallClassification of Vehicle Parts in Unstructured 3D Point Clouds
A. Zelener, P. Mordohai and I. Stamos, International Conference on 3D Vision (3DV 2014), December 8 – 11 2014, University of Tokyo, Tokyo, Japan. PDF.

TEACHING

Csci 335 – Software Design and Analysis III
Fall 2012 – Spring 2015
Topics: Algorithmic complexity, self-balancing binary search trees, hash tables, priority queues, sorting, graph algorithms, divide and conquer, dynamic programming, complexity theory and the question of P vs NP.

Csci 265 – Computer Theory
Spring 2015
Topics: Regular expressions, finite automata, context-free grammars, pushdown automata, Turing machines, computability theory and the halting problem.

Advisor

Ioannis Stamos – Professor of Computer Science, Hunter College and the Graduate Center of CUNY

Service