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  1. On The Impact Of Varying Region Proposal Strategies For Raindrop Detection And Classification Using Convolutional Neural Networks - Supporting Materials

    Title: On The Impact Of Varying Region Proposal Strategies For Raindrop Detection And Classification Using Convolutional Neural Networks - Supporting Materials
    Contributors: Data collector: Guo, Tiancheng (Durham Univesity, UK)
    Data curator: Guo, Tiancheng (Durham Univesity, UK)
    Creator: Breckon, Toby (Durham University, UK)
    Data collector: Breckon, Toby (Durham University, UK)
    Data curator: Breckon, Toby (Durham University, UK)
    Editor: Breckon, Toby (Durham University, UK)
    Description:
    Keywords: Computer vision, Convolutional neural networks (CNN), Raindrop detection, Rain detection, Rain removal, Rain noise removal, Rain interference, Scene context, Raindrop saliency, Rain classification, Deep learning
    Date Uploaded:
  2. Pretrained Neural Network Models for Guo 2018 study - TensorFlow format [Download]

    Title: Pretrained Neural Network Models for Guo 2018 study - TensorFlow format
    Contributors: Creator: Guo, Tiancheng (Durham University, UK)
    Data collector: Guo, Tiancheng (Durham University, UK)
    Data curator: Guo, Tiancheng (Durham University, UK)
    Contact person: Breckon, Toby (Durham University, UK)
    Data curator: Breckon, Toby (Durham University, UK)
    Editor: Breckon, Toby (Durham University, UK)
    Description:
    Keywords: Computer vision, Raindrop detection, Rain detection, Rain removal, Rain noise removal, Rain interference, Scene context, Raindrop saliency, Rain classification, Convolutional neural network (CNN), Deep learning
    Date Uploaded: 25 November 2018
  3. Rain Drop Image Data Set for Guo 2018 study - still image set [Download]

    Title: Rain Drop Image Data Set for Guo 2018 study - still image set
    Contributors: Creator: Guo, Tiancheng (Durham University, UK)
    Data collector: Guo, Tiancheng (Durham University, UK)
    Data curator: Guo, Tiancheng (Durham University, UK)
    Contact person: Breckon, Toby (Durham University, UK)
    Data curator: Breckon, Toby (Durham University, UK)
    Editor: Breckon, Toby (Durham University, UK)
    Description:
    Keywords: Computer vision, Raindrop detection, Rain detection, Rain removal, Rain noise removal, Rain interference, Scene context, Raindrop saliency, Rain classification, Convolutional neural network (CNN), Deep learning
    Date Uploaded: 25 November 2018
  4. Experimentally Defined Convolutional Neural Network Architecture Variants for Non-temporal Real-time Fire Detection - supporting materials

    Title: Experimentally Defined Convolutional Neural Network Architecture Variants for Non-temporal Real-time Fire Detection - supporting materials
    Contributors: Creator: Breckon, Toby (Durham University, UK)
    Editor: Breckon, Toby (Durham University, UK)
    Data curator: Dunnings, Andy (Durham University, UK)
    Data curator: Deshmukh, Atharva (Durham University, UK)
    Description:
    Keywords: fire detection, deep learning, machine learning , convolution neural network, computer vision, video analysis
    Date Uploaded:
  5. Extending Deep Neural Network Trail Navigation for Unmanned Aerial Vehicle Operation within the Forest Canopy - Evaluation [dataset] [Download]

    Title: Extending Deep Neural Network Trail Navigation for Unmanned Aerial Vehicle Operation within the Forest Canopy - Evaluation [dataset]
    Contributors: Creator: Maciel-Pearson, Bruna G. (Durham University)
    Creator: Breckon, Toby P. (Durham University)
    Description:
    Keywords: Deep learning, Trail detection, Autonomous Unmanned Aerial Vehicle, Unstructured environment, Drone, Convolutional Neural Network, UAV
    Date Uploaded: 4 May 2018
  6. Generalized Dynamic Object Removal for Dense Stereo Vision Based Scene Mapping using Synthesised Optical Flow - Evaluation Dataset [Download]

    Title: Generalized Dynamic Object Removal for Dense Stereo Vision Based Scene Mapping using Synthesised Optical Flow - Evaluation Dataset
    Contributors: Creator: Hamilton, O.K. (Durham University, UK)
    Creator: Breckon, Toby P. (Durham University, UK)
    Contact person: Breckon, Toby P. (Durham University, UK)
    Description:
    Keywords: computer vision, image processing, 3D, object removal, scene mapping, automotive vision, stereo vision
    Date Uploaded: 11 May 2016
  7. Improved Raindrop Detection using Combined Shape and Saliency Descriptors with Scene Context Isolation - Evaluation Dataset [Download]

    Title: Improved Raindrop Detection using Combined Shape and Saliency Descriptors with Scene Context Isolation - Evaluation Dataset
    Contributors: Creator: Breckon, Toby P. (Durham University, UK)
    Contact person: Breckon, Toby P. (Durham University, UK)
    Creator: Webster, Dereck D. (Cranfield University, UK)
    Description:
    Keywords: aindrop detection, rain detection, rain removal, rain noise removal, rain interference, scene context, raindrop saliency, rain classification, image processing, computer vision
    Date Uploaded: 21 January 2016
  8. Real-time traversable surface detection by colour space fusion and temporal analysis - Evaluation Dataset [Download]

    Title: Real-time traversable surface detection by colour space fusion and temporal analysis - Evaluation Dataset
    Contributors: Contact person: Breckon, Toby P. (Durham University, UK)
    Creator: Breckon, Toby P. (Durham University, UK)
    Creator: Katramados, Ioannis (Cranfield University, UK)
    Description: Data set from research paper: Real-Time Traversable Surface Detection by Colour Space Fusion and Temporal Analysis (I. Katramados, S. Crumpler, T.P. Breckon), In Proc. International Conference on Computer Vision Systems, Springer, Volume 5815, pp. 265-274, 2009. Previously released (2009-2015) as zip file download from personal web page of the authors (Katramados / Breckon).
    Keywords: computer vision, image processing, image analysis, robotics, path detection, robot guidance, traversable pathway, terrain classification, road following, robotic navigation
    Date Uploaded: 3 December 2015