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IEICE Trans

Shuoyan LIU

D2PT: Density to Point Transformer with Knowledge Distillation for Crowd Counting and Localization
Fan LI Enze YANG Chao LI Shuoyan LIU Haodong WANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2025/02/01
Vol. E108-D  No. 2  pp. 165-168
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
crowd counting, head point localization, vision transformer, knowledge distillation, 
 Summary | Full Text:PDF
SH-YOLO: Small Target High Performance YOLO for Abnormal Behavior Detection in Escalator Scene
Shuoyan LIU Chao LI Yuxin LIU Yanqiu WANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2024/11/01
Vol. E107-D  No. 11  pp. 1468-1471
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
escalator, small target detection, attitude detection, YOLO, 
 Summary | Full Text:PDF
PSTNet: Crowd Flow Prediction by Pyramidal Spatio-Temporal Network
Enze YANG Shuoyan LIU Yuxin LIU Kai FANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2021/10/01
Vol. E104-D  No. 10  pp. 1780-1783
Type of Manuscript:  LETTER
Category: Biocybernetics, Neurocomputing
Keyword: 
crowd flow prediction, spatial encoding, multi-scale feature extraction, neural architecture search, 
 Summary | Full Text:PDF
Self-Learning pLSA Model for Abnormal Behavior Detection in Crowded Scenes
Shuoyan LIU Enze YANG Kai FANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2021/03/01
Vol. E104-D  No. 3  pp. 473-476
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
video surveillance, abnormal behavior detection, action transfer rules, pLSA, 
 Summary | Full Text:PDF
Adaptive Updating Probabilistic Model for Visual Tracking
Kai FANG Shuoyan LIU Chunjie XU Hao XUE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2017/04/01
Vol. E100-D  No. 4  pp. 914-917
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
visual tracking, transition probability matrix, expectation-maximization, 
 Summary | Full Text:PDF
Common and Adapted Vocabularies for Face Verification
Shuoyan LIU Kai FANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/12/01
Vol. E98-D  No. 12  pp. 2337-2340
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
face verification, bag-of-words, concatenation histogram, 
 Summary | Full Text:PDF
Face Verification Based on the Age Progression Rules
Kai FANG Shuoyan LIU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/05/01
Vol. E98-D  No. 5  pp. 1112-1115
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
face verification, age progression rules, Bag-of-Visual-Words, difference matrix, 
 Summary | Full Text:PDF
A Novel Saliency-Based Graph Learning Framework with Application to CBIR
Hong BAO Song-He FENG De XU Shuoyan LIU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/06/01
Vol. E94-D  No. 6  pp. 1353-1356
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
localized CBIR, graph learning, visual attention, relevance feedback, 
 Summary | Full Text:PDF
Scene Categorization with Classified Codebook Model
Xu YANG De XU Songhe FENG Yingjun TANG Shuoyan LIU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/06/01
Vol. E94-D  No. 6  pp. 1349-1352
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
codebook model, codebook generation, visual words, classified vector quantization, scene categorization, 
 Summary | Full Text:PDF
Predicting DataSpace Retrieval Using Probabilistic Hidden Information
Gile Narcisse FANZOU TCHUISSANG Ning WANG Nathalie Cindy KUICHEU Francois SIEWE De XU Shuoyan LIU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/07/01
Vol. E93-D  No. 7  pp. 1991-1994
Type of Manuscript:  LETTER
Category: Data Engineering, Web Information Systems
Keyword: 
information retrieval, probabilistic algorithm, DataSpace, 
 Summary | Full Text:PDF
Discriminating Semantic Visual Words for Scene Classification
Shuoyan LIU De XU Songhe FENG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/06/01
Vol. E93-D  No. 6  pp. 1580-1588
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
scene classification, information bottleneck, Gaussian mixture modeling, semantic visual words, semantic interpretation, 
 Summary | Full Text:PDF
How the Number of Interest Points Affect Scene Classification
Wenjie XIE De XU Shuoyan LIU Yingjun TANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/04/01
Vol. E93-D  No. 4  pp. 930-933
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
bag-of-words, feature selection, SIFT, 
 Summary | Full Text:PDF
Adaptive Non-linear Intensity Mapping Based Salient Region Extraction
Congyan LANG De XU Shuoyan LIU Ning LI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/04/01
Vol. E92-D  No. 4  pp. 753-756
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
visual attention, contextual texture, feature extraction, salient region, salient map, 
 Summary | Full Text:PDF
Category Constrained Learning Model for Scene Classification
Yingjun TANG De XU Guanghua GU Shuoyan LIU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/02/01
Vol. E92-D  No. 2  pp. 357-360
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
scene classification, pLSA, LDA, CC-LDA, 
 Summary | Full Text:PDF
Adaptively Combining Local with Global Information for Natural Scenes Categorization
Shuoyan LIU De XU Xu YANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/07/01
Vol. E91-D  No. 7  pp. 2087-2090
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
scene classification, pLSA, bag-of-visterms, 
 Summary | Full Text:PDF