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This work was supported in part by National Natural Science Foundation of China(U21B2023);DEGP Innovation Team(2022KCXTD025);Shenzhen Science and Technology Program(KQTD20210811090044003,RCJC20200714114435012);Guangdong Laboratory of Artificial Intelligence and Digital Economy(SZ).
Exemplar-based image translation involves converting semantic masks into photorealistic images that adopt the style of a given exemplar.However,most existing GAN-based translation methods fail to produce photorealisti...
supported by Research Team Development Funds of L.Xue and Z.H.Ouyang,Electronic Countermeasure Institute,National University of Defense Technology。
Affinity propagation(AP)is a widely used exemplar-based clustering approach with superior efficiency and clustering quality.Nevertheless,a common issue with AP clustering is the presence of excessive exemplars,which l...
This work was supported in part by the National Natural Science Fund for Outstanding Young Scholars of China(No.61922072);the National Natural Science Foundation of China(Nos.61876169,61276238,61806179,and 61976237);Key Research and Development and Promotion Projects in Henan Province(No.192102210098).
To address complex single objective global optimization problems,a new Level-Based Learning Differential Evolution(LBLDE)is developed in this study.In this approach,the whole population is sorted from the best to the ...
This work was supported by National Science Foundation of China(Nos.61401150,61602157 and 61872311);Key Science and Technology Program of Henan Province(Nos.182102210053 and 202102210167);Excellent Young Teachers Program of Henan Polytechnic University(No.2019XQG-02).
In the exemplar-based image inpainting approach,there are usually two major problems:the unreasonable calculation of priority and only considering the color features in the patch lookup strategy.In this paper,we propo...
Understanding and detecting the intended meaning in social media is challenging because social media messages contain varieties of noise and chaos that are irrelevant to the themes of interests.For example,conventiona...
This paper probes into the category fruit, aiming at revealing the categorization of fruit to find them prototype in under 35-year-old women's cognitions at present. And author uses related category theories, such as ...
supported in part by grants from the National Natural Science Foundation of China(Nos.61303101 and 61572328);the Shenzhen Research Foundation for Basic Research,China(Nos.JCYJ20150324140036846,JCYJ20170302153551588,CXZZ20140902160818443,CXZZ20140902102350474,CXZZ20150813151056544,JCYJ20150630105452814,JCYJ20160331114551175,and JCYJ20160608173051207);the Startup Research Fund of Shenzhen University(No.2013-827-000009)
Texture synthesis is widely used for modeling the appearance of virtual objects. However, traditional texture synthesis techniques eInphasize creation of optimal target textures, and pay insufficient attention to choi...
In this paper, we present machine learning algorithms and systems for similar video retrieval. Here, the query is itself a video. For the similarity measurement, exemplars, or representative frames in each video, are ...
HAIXI Mongolian and Tibetan Autonomous Prefecture of Qinghai Province is located on the Qinghai-Tibet Plateau.Desert lands in the prefecture are on average over 3,000 meters above sea level.Haixi,with its harsh natura...