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Author (up) Angel Morera; Angel Sanchez; Angel Sappa; Jose F. Velez edit   pdf
url  openurl
  Title Robust Detection of Outdoor Urban Advertising Panels in Static Images Type Conference Article
  Year 2019 Publication 18th International Conference on Practical Applications of Agents and Multi-Agent Systems Abbreviated Journal  
  Volume Issue Pages 246-256  
  Keywords Object detection; Urban ads panels; Deep learning; Single Shot Detector (SSD) architecture; Intersection over Union (IoU) metric; Augmented Reality  
  Abstract One interesting publicity application for Smart City environments is recognizing brand information contained in urban advertising panels. For such a purpose, a previous stage is to accurately detect and locate the position of these panels in images. This work presents an effective solution to this problem using a Single Shot Detector (SSD) based on a deep neural network architecture that minimizes the number of false detections under multiple variable conditions regarding the panels and the scene. Achieved experimental results using the Intersection over Union (IoU) accuracy metric make this proposal applicable in real complex urban images.  
  Address Aquila; Italia; June 2019  
  Corporate Author Thesis  
  Publisher Place of Publication Editor  
  Language Summary Language Original Title  
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  Series Volume Series Issue Edition  
  ISSN ISBN Medium  
  Area Expedition Conference PAAMS  
  Notes MSIAU; 600.130; 600.122 Approved no  
  Call Number Admin @ si @ MSS2019 Serial 3270  
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