• Step-wise Integration of Deep Class-specific Learning for Dermoscopic Image Segmentation 

      Bi, Lei; Kim, Jinman; Ahn, Euijoon; Kumar, Ashnil; Feng, Dagan; Fulham, Michael
      Published 2018-01-01
      The segmentation of abnormal regions on dermoscopic images is an important step for automated computer aided diagnosis (CAD) of skin lesions. Recent methods based on fully convolutional networks (FCN) have been very ...
      Open Access
      Article
    • Improving Skin Lesion Segmentation via Stacked Adversarial Learning 

      Bi, Lei; Feng, Dagan; Fulham, Michael; Kim, Jinman
      Published 2019-01-01
      Segmentation of skin lesions is an essential step in computer aided diagnosis (CAD) for the automated melanoma diagnosis. Recently, segmentation methods based on fully convolutional networks (FCNs) have achieved great ...
      Open Access
      Conference paper
    • A Political Economy of Access: Infrastructure, Networks, Cities, and Institutions 

      Levinson, David M.; King, David A.
      Published 2019-03-01
      Why should you read another book about transport and land use? This book differs in that we won’t focus on empirical arguments – we present political arguments. We argue the political aspects of transport policy shouldn’t ...
      Open Access
      Book
    • The 30-Minute City: Designing for Access 

      Levinson, David M.
      Published 2019-12-01
      This book describes how to implement The 30-Minute City. The first part of the book explains accessibility. We next consider access through history (chapter 2). Access is the driving force behind how cities were built. ...
      Open Access
      Book
    • Elements of Access: Transport Planning for Engineers, Transport Engineering for Planners 

      Levinson, David M.; Marshall, Wesley; Axhausen, Kay
      Published 2017-01-01
      Transport cannot be understood without reference to the location of activities (land use), and vice versa. To understand one requires understanding the other. However, for a variety of historical reasons, transport and ...
      Open Access
      Book