Hironobu FUJIYOSHI


Training of CNN with Heterogeneous Learning for Multiple Pedestrian Attributes Recognition Using Rarity Rate
Hiroshi FUKUI Takayoshi YAMASHITA Yuji YAMAUCHI Hironobu FUJIYOSHI Hiroshi MURASE 
Publication:   
Publication Date: 2018/05/01
Vol. E101-D  No. 5  pp. 1222-1231
Type of Manuscript:  Special Section PAPER (Special Section on Machine Vision and its Applications)
Category: Machine Vision and its Applications
Keyword: 
pedestrian attributes recognitionheterogeneous learningrarity rate
 Summary | Full Text:PDF(3.9MB)

Boosted Random Forest
Yohei MISHINA Ryuei MURATA Yuji YAMAUCHI Takayoshi YAMASHITA Hironobu FUJIYOSHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/09/01
Vol. E98-D  No. 9  pp. 1630-1636
Type of Manuscript:  Special Section PAPER (Special Section on Optimization and Learning Algorithms of Small Embedded Devices and Related Software/Hardware Implementation)
Category: 
Keyword: 
BoostingRandom Forestmachine learningpattern recognition
 Summary | Full Text:PDF(744.9KB)

FPGA Hardware with Target-Reconfigurable Object Detector
Yoshifumi YAZAWA Tsutomu YOSHIMI Teruyasu TSUZUKI Tomomi DOHI Yuji YAMAUCHI Takayoshi YAMASHITA Hironobu FUJIYOSHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/09/01
Vol. E98-D  No. 9  pp. 1637-1645
Type of Manuscript:  Special Section PAPER (Special Section on Optimization and Learning Algorithms of Small Embedded Devices and Related Software/Hardware Implementation)
Category: 
Keyword: 
dynamic reconfiguration of detection targetobject detectionFPGA
 Summary | Full Text:PDF(1.7MB)

Keypoint Recognition with Two-Stage Randomized Trees
Shoichi SHIMIZU Hironobu FUJIYOSHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/07/01
Vol. E95-D  No. 7  pp. 1766-1774
Type of Manuscript:  Special Section PAPER (Special Section on Machine Vision and its Applications)
Category: Matching
Keyword: 
keypoint matchingviewpoint estimationrandomized trees
 Summary | Full Text:PDF(2MB)

Layered Detection for Multiple Overlapping Objects
Hironobu FUJIYOSHI Takeo KANADE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/12/01
Vol. E87-D  No. 12  pp. 2821-2827
Type of Manuscript:  PAPER
Category: Image Processing and Video Processing
Keyword: 
object detectionvideo surveillanceactivity recognition
 Summary | Full Text:PDF(630.2KB)

Real-Time Human Motion Analysis by Image Skeletonization
Hironobu FUJIYOSHI Alan J. LIPTON Takeo KANADE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/01/01
Vol. E87-D  No. 1  pp. 113-120
Type of Manuscript:  Special Section PAPER (Special Section on Machine Vision Applications)
Category: Face
Keyword: 
image skeletonizationhuman motion analysisactivity recognition
 Summary | Full Text:PDF(970.8KB)

A Method for Monitoring Activities of Multiple Objects by Using Stochastic Model
Nobuyoshi ENOMOTO Takeo KANADE Hironobu FUJIYOSHI Osamu HASEGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2001/12/01
Vol. E84-D  No. 12  pp. 1705-1712
Type of Manuscript:  Special Section PAPER (Special Issue on Machine Vision Applications)
Category: 
Keyword: 
video surveillanceactivity monitoringMarkov model
 Summary | Full Text:PDF(3.8MB)