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Overview
Affiliations
AffiliationRoom numberTelephone
Assistant Professor in the Department of Computer ScienceMCS 2060+44 (0) 191 33 44556

Biography

Background

Research interests

  • Image Processing and Computer Vision
  • Scene Understanding and Image Analysis
  • Semantic Segmentation and Object Detection
  • Depth Estimation and 3D Reconstruction
  • Machine Learning / Deep Learning
  • Multi-Task Learning and Neural Architecture Search
  • Domain Adaptation and Data Augmentation
  • Text Ranking and Classification
  • Topic Modelling and Sentiment Analysis
  • Robotic Navigation and Autonomy

Publications

Chapter in book

Conference Paper

Doctoral Thesis

  • Atapour-Abarghouei, Amir (2019). Immaculate Depth Perception: Recovering 3D Scene Information via Depth Completion and Prediction. PhD.

Journal Article

Masters Thesis

  • Atapour-Abarghouei, Amir (2010). A Novel Solution to Travelling Salesman Problem using Fuzzy Sets, Gravitational Search Algorithm, and Genetic Algorithm. Masters.

Supervision students