Title:
細胞画像および映像の分類
Document Type and Number:
Japanese Patent JP2018517188
Kind Code:
A
Abstract:
細胞分類を実行する方法は、複数の局所的特徴記述（２２０）を入力画像のセット（２１０）から抽出するステップと、符号化プロセスを適用し、複数の局所的特徴記述の各々を多次元符号（２２５）に変換するステップと、を含む。特徴プーリング動作（２３０）は、複数の局所的特徴記述の各々に適用され、複数の画像表現を生成し、各画像表現は、複数の細胞タイプ（２４０）の１つとして分類される。
Inventors:
Shaohua One
Shan Hui Sun
Stephan Kluckner
Terence Chen
Ali Carmen
Shan Hui Sun
Stephan Kluckner
Terence Chen
Ali Carmen
Application Number:
JP2017546131A
Publication Date:
June 28, 2018
Filing Date:
March 30, 2015
Export Citation:
Assignee:
Siemens Aktiengesellschaft
International Classes:
G06T7/00; G06V10/764; A61B1/00; A61B1/045; G02B23/24
Domestic Patent References:
| JP2011525009A | 2011-09-08 | |||
| JP2004110448A | 2004-04-08 | |||
| JP2005087728A | 2005-04-07 | |||
| JP2015505983A | 2015-02-26 | |||
| JP2012515576A | 2012-07-12 |
Other References:
SIYAMALAN MANIVANNAN, WENQI LI, SHAZIA AKBER, RUIXUAN WANG, JIANGUO ZHANG AND STEPHEN J. MCKENNA: "HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs", 2014 1ST WORKSHOP ON PATTERN RECOGNITION TECHNIQUES FOR INDIRECT IMMUNOFLUORESCENCE IMAGES, JPN6019002486, 24 August 2014 (2014-08-24), US, pages 37 - 40, XP032696821, ISSN: 0004115714, DOI: 10.1109/I3A.2014.18
JINJUN WANG, JIANCHAO YANG, KAI YU, FENGJUN LV, THOMAS HUANG AND YIHONG GONG: "Locality-constrained Linear Coding for Image Classification", 2010 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, JPN6019002491, June 2010 (2010-06-01), US, pages 3360 - 3367, XP031725847, ISSN: 0004115715
JINJUN WANG, JIANCHAO YANG, KAI YU, FENGJUN LV, THOMAS HUANG AND YIHONG GONG: "Locality-constrained Linear Coding for Image Classification", 2010 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, JPN6019002491, June 2010 (2010-06-01), US, pages 3360 - 3367, XP031725847, ISSN: 0004115715
Attorney, Agent or Firm:
Einzel Felix-Reinhard
Morita Taku
Junichi Maekawa
Hiroyasu Ninomiya
Ueshima
Morita Taku
Junichi Maekawa
Hiroyasu Ninomiya
Ueshima