Title:
生成装置、生成方法、及び生成プログラム
Document Type and Number:
Japanese Patent JP6960722
Kind Code:
B2
Abstract:
A generating apparatus according to an embodiment of the present application includes an obtaining unit and a generating unit. The obtaining unit obtains intermediate images in an intermediate layer of a neural network that recognizes the quantity of objects contained in an image. The generating unit generates a combination image by combining together the intermediate images obtained by the obtaining unit. For example, the generating unit generates the combination image by combining together the intermediate images to which a weight has been applied on the basis of a change in the recognition of the quantity of objects corresponding to a process applied to each of the intermediate images.
Inventors:
Tomohiro Tanaka
Naoaki Yamashita
Naoaki Yamashita
Application Number:
JP2016106559A
Publication Date:
November 05, 2021
Filing Date:
May 27, 2016
Export Citation:
Assignee:
Yahoo Japan Corporation
International Classes:
G06T7/00; G06T9/00
Other References:
Matthias Kummererら,“DEEP GAZE I: BOOSTING SALIENCY PREDICTION WITH FEATURE MAPS TRAINED ON IMAGENET”,International Conference on Learning Representations(ICLR)2015,米国,ICLR,2015年4月9日,pp.1-12.
Jianming Zhangら,”Salient Object Subitizing”,IEEE Conference on Computer Vision and Pattern Recognition(CVPR)2015,米国,IEEE,2015年6月7日,pp.4045-4054.
Peng Wangら,”Salient object detection for searched web images via globalsaliency”,IEEE Conference on Computer Vision and Pattern Recognition(CVPR)2012,米国,IEEE,2012年6月16日,pp.3194-3201.
Jianming Zhangら,”Salient Object Subitizing”,IEEE Conference on Computer Vision and Pattern Recognition(CVPR)2015,米国,IEEE,2015年6月7日,pp.4045-4054.
Peng Wangら,”Salient object detection for searched web images via globalsaliency”,IEEE Conference on Computer Vision and Pattern Recognition(CVPR)2012,米国,IEEE,2012年6月16日,pp.3194-3201.
Attorney, Agent or Firm:
Sakai International Patent Office