Shawn Newsam

Best Publications

• Bag-of-visual-words and spatial extensions for land-use classification

  Yi Yang;Shawn Newsam

  2948
  Citations

• PatternNet: A benchmark dataset for performance evaluation of remote sensing image retrieval

  Weixun Zhou;Shawn D. Newsam;Congmin Li;Zhenfeng Shao

  500
  Citations

• Improving Semantic Segmentation via Video Propagation and Label Relaxation

  Yi Zhu;Karan Sapra;Fitsum A. Reda;Kevin J. Shih

  453
  Citations

• Geographic Image Retrieval Using Local Invariant Features

  Yi Yang;S. Newsam

  405
  Citations

• Spatial pyramid co-occurrence for image classification

  Yi Yang;Shawn Newsam

  378
  Citations

• A texture descriptor for browsing and similarity retrieval

  Peng Wu;B. S. Manjunath;Shawn D. Newsam;H. D. Shin

  352
  Citations

• Hidden Two-Stream Convolutional Networks for Action Recognition

  Yi Zhu;Zhen-Zhong Lan;Shawn D. Newsam;Alexander G. Hauptmann

  326
  Citations

• Comparing SIFT descriptors and gabor texture features for classification of remote sensed imagery

  Yi Yang;S. Newsam

  202
  Citations

• Cloud and cloud shadow detection in Landsat imagery based on deep convolutional neural networks

  Dengfeng Chai;Dengfeng Chai;Shawn Newsam;Hankui K. Zhang;Yifan Qiu

  193
  Citations

• Deep Local Video Feature for Action Recognition

  Zhenzhong Lan;Yi Zhu;Alexander G. Hauptmann;Shawn Newsam

  141
  Citations

• Feature selection in scientific applications

  Erick Cantú-Paz;Shawn Newsam;Chandrika Kamath

  129
  Citations

• Towards Universal Representation for Unseen Action Recognition

  Yi Zhu;Yang Long;Yu Guan;Shawn Newsam

  117
  Citations

• Retrieval using texture features in high-resolution multispectral satellite imagery

  Shawn D. Newsam;Chandrika Kamath

  113
  Citations

• Motion-Aware Feature for Improved Video Anomaly Detection.

  Yi Zhu;Shawn D. Newsam

  109
  Citations

• Motion-Aware Feature for Improved Video Anomaly Detection

  Yi Zhu;Shawn Newsam

  99
  Citations

• Using texture to analyze and manage large collections of remote sensed image and video data

  Shawn Newsam;Lei Wang;Sitaram Bhagavathy;Bangalore S. Manjunath

  78
  Citations

• A texture descriptor for image retrieval and browsing

  P. Wu;B.S. Manjunanth;S.D. Newsam;H.D. Shin

  70
  Citations

• Proximate sensing: Inferring what-is-where from georeferenced photo collections

  Daniel Leung;Shawn Newsam

  66
  Citations

• Multi-scale adversarial network for vehicle detection in UAV imagery

  Ruiqian Zhang;Shawn Newsam;Zhenfeng Shao;Xiao Huang

  64
  Citations

• Hidden Two-Stream Convolutional Networks for Action Recognition

  Yi Zhu;Zhenzhong Lan;Shawn Newsam;Alexander G. Hauptmann

  58
  Citations