Umair Haroon

I am a Predoctoral scholar at the Mathematics and Computer Sciences Department of the University of Barcelona specialising in computer vision and deep learning.

Moreover, I completed my Master's Degree in Software Convergence from Sejong University, Seoul, South Korea. I have achieved an expert level of conceptual and implementation skills in Deep Learning for various computer vision applications. Apart from my Master's research, I designed different kinds of Machine Learning and Deep Learning models including 2D-CNNs, 3D- CNNs, autoencoders, LSTM and its variants, and GRU for action, interaction and activity recognition, object detection, Anomaly detection, image retrieval applications, surveillance video summarization, and electricity energy consumption prediction data. Currently, I am working on Food and Nutrition data for Neural Radiance Feild (NeRF), 3D Reconstruction and Food Volume Estimation applications.

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I'm interested in computer vision, deep learning, and image processing. My supervisors are:

	Professor Petia Radeva is a Full Professor with the Universitat de Barcelona (UB), Barcelona, Spain, the Head of the Consolidated Research Group “Computer Vision and Machine Learning” with the Computer Vision and Machine Learning at the University of Barcelona (CVMLUB), UB, and a Senior Researcher with Computer Vision Center, Barcelona, Spain.
	Professor Ricardo Marques, a Serra Húnter Lecturer at the Department of Mathematics and Informatics of the Universitat de Barcelona (UB), Barcelona, Spain.