12-5 k-Nearest Neighbor Classification using Metric Learning for Image Attributes Recognition

• SHIBATA Tomoyuki

  Toshiba Corporation

• IMOTO Kazunori

  Toshiba Corporation

• MIHARA Isao

  Toshiba Corporation

Bibliographic Information

Other Title

• 12-5 画像の属性認識のための計量学習を用いた最近傍識別器(第12部門メディア解析)

Abstract

We propose an image attribute classification method that employs a k-nearest neighbor (k-NN) classification. The proposed method employs color CoHOG to represent each image and classifies by using large margin discriminative hashing. Experiments indicate that the proposed method exhibits high accurate classification performance.

Journal

• PROCEEDINGS OF THE ITE ANNUAL CONVENTION

  PROCEEDINGS OF THE ITE ANNUAL CONVENTION 2013 (0), 12-5-1-_12-5-2_, 2013

  The Institute of Image Information and Television Engineers

Details

• CRID: 1390001204555227648
• NII Article ID: 110009738381
• DOI: 10.11485/iteac.2013.0_12-5-1
• ISSN: 24242292
• ISSN: 13431846
• Text Lang: ja
• Data Source:
  • JaLC
  • CiNii Articles
• Abstract License Flag: Disallowed