Guy Erez Email & Phone Number

I recently completed my master's degree under the supervision of Dr. Oren Freifeld, the Vision, Inference, and Learning group. Thesis title: ``DeepMCBM: A Deep Moving-camera Background Model".Research Synopsis: an end-to-end deep-learning method for background estimation based on a novel framework for joint alignment of video frames and a conditional auto-encoder. The method was designed with focus on scalability and robustness and set new state-of-the-art results.Our paper (Erez et al.) is currently under review at ECCV 2022.During my research I used deep learning (DL) , image processing, classic computer vision, statistics, manifolds and group theory.I enjoy challenges and learning new things. I love computer science, physics, and math.I especially enjoy solving new problems by harnessing my analytical strength and technical skills for developing new algorithms, implementing them, and testing how they work not just in theory but also with real data.Expertise areas: Machine Learning, Deep Learning, Statistics, Random Processes, Data Analysis, Computer Vision.I am also interested in signal processing as well as various areas of Mathematics.I'm looking for a challenging position in algorithm development.