Robert Varga

teaching and research assistant at

Technical University of Cluj-Napoca

Teaching

Research

Member of the Image Processing and Pattern Recognition Research Group
Research activities in the field of Computer Vision, Image Processing, Camera Calibration, Pattern Recognition, Automatic Image Annotation, Pedestrian Detection.
Research Projects:

PhD Thesis: Object detection based on candidate generation and classification pdf

Publications

  1. Robert Varga, Arthur Costea, Horatiu Florea, Ion Giosan, Sergiu Nedevschi, "Super-sensor for 360-degree Environment Perception: Point Cloud Segmentation Using Image Features", ITSC 2017, Yokohama - best student paper [ pdf ]
  2. Robert Varga, Sergiu Nedevschi, "Lazy Feature Extraction and Boosted Classifier for Object Detection", ICCP 2017, Cluj-Napoca, [ pdf ]
  3. Arthur Daniel Costea, Robert Varga, Sergiu Nedevschi, "Fast Boosting based Detection using Scale Invariant Multimodal Multiresolution Filtered Features", CVPR 2017, Honolulu, Hawaii [ pdf ]
  4. Robert Varga, Sergiu Nedevschi, "Robust Pallet Detection for Automated Logistics Operations", VISAPP 2016, Rome, [ pdf ]
  5. Robert Varga, Arthur Costea, Sergiu Nedevschi, "Improved Autonomous Load Handling with Stereo Cameras", ICCP 2015, Cluj-Napoca, [ pdf ]
  6. Robert Varga, Sergiu Nedevschi, "Vision-based Automatic Load Handling for Automated Guided Vehicles", ICCP 2014, Cluj-Napoca, pp. 239 - 244 [ pdf ]
  7. Robert Varga, Andreea Valeria Vesa, Pangyu Jeong, Sergiu Nedevschi, "Real-time Pedestrian Detection in Urban Scenarios", ICCP 2014, Cluj-Napoca, pp. 113 - 118 [ pdf ]
  8. Robert Varga, Sergiu Nedevschi, "Gradient-based Region of Interest Selection for Faster Pedestrian Detection", ICCP 2013, Cluj-Napoca, pp. 147 - 152 [ pdf ]
  9. Robert Varga and Sergiu Nedevschi, "Label Transfer by Measuring Compactness", IEEE Transactions on Image Processing, Vol. 22, No. 12, Dec. 2013, pp 4711 - 4723 [ pdf ] [ src ]
  10. Robert Varga, Arthur Costea, Istvan Szakats, Sergiu Nedevschi, "Efficient Real-time Contour Matching", ICCP 2012, Cluj-Napoca, pp. 193 - 199 [ pdf ]
  11. Arthur Costea, Robert Varga, Tiberiu Marita, Sergiu Nedevschi, "Refining Object Recognition Using Scene Specific Object Appearance Frequencies", ICCP 2011, Cluj-Napoca, pp. 179-185, [ pdf ]
  12. Robert Varga, Mihai Hulea, "Comparative Analysis of Urban Traffic Control Algorithms", AQTR 2010, Student Session, [ pdf ]

About

Languages: Hungarian, Romanian, English, German

Interests:

Contact info


Technical University of Cluj-Napoca
Computer Science Department
G. Baritiu street, nr. 26-28, room D02
robert dot varga at cs dot utcluj dot ro