| 查看: 1252 | 回复: 5 | |||
[交流]
【Call for paper 】【Image and Vision Computing】Special issue on ...
|
|||
|
http://www.journals.elsevier.com ... s-for-high-dimensio Call for paper of a special issue of Image and Vision Computing Title: Regularization Techniques for High-Dimensional Data Analysis The explosive growth of high-dimensional visual data in computer vision requires effective techniques to reveal the underlying low-dimensional structure and discover the latent knowledge. Over the past decades, a variety of approaches for visual data modeling and analysis have been proposed, and representative methods include manifold learning, matrix factorization, subspace learning,sparse coding, and deep learning. However, these methods don’t perform well inmany practical applications when visual data contain various corruptions.Moreover, some of them are less theoretically interpretable. Recentdevelopments in regularization techniques have proven their effectiveness inhigh-dimensional visual data analysis, which are also with good interpretabilitiesin statistics. However, numerous problems in regularization techniques arestill unsolved and promising results may be achieved by incorporating theregularization techniques into the classical data modelling methods. Boththeoretical and technical developments are desirable to provide new insightsand tools in modelling the complexity of real world. Thisspecial issue provides a forum for researchers all over the world to discusstheir works and recent advances in theory, algorithms, and applications forhigh-dimensional visual data analysis. we will invite one survey paper, whichwill undergo peer review. Papers addressing interesting real-world visualcomputing applications are especially encouraged. Topics relevant to thisspecial issue include, but are not limited to l Modellinghigh-dimensional visual data with sparse, low rank, and other regularizedmethods l Unsupervised,semi-supervised, and supervised regularized methods l Dimensionreduction and subspace clustering with regularized methods l Deepextensions of the existing regularized methods l Largescale high-dimensional visual data modelling and analysis methods l Robustrepresentation learning in high-dimensional data l Multipledata modelling methods integration l Real-worldapplications based on learning a compact model, e.g., face verification, metriclearning, object classification, scene recognition, multi-media dataabstraction, motion segmentation, etc. l Novelmachine learning approaches for recovering the underlying low-dimensionalstructure from high-dimensional data, e.g., model selection, data completion,intrinsic dimensionality analysis, etc. l Surveypapers regarding the topic of visual data analysis with regularization methods Tentative Timetable: l Paper submission: Apr. 15, 2016 l First notification: Jun. 30, 2016 l Revision: Aug. 1,2016 l Final decision: Sep. 1, 2016 l Publication: Dec.15, 2016 Instructions for submission: l The submission website for this journal is located at: http://ees.elsevier.com/imavis/default.asp l To ensure that all manuscripts are correctly identified for inclusion into the special issue you are editing, it is important that authors select ‘SI:Regularization Techniques’ when they reach the “Article Type” step in the submission process. Please make sure authors are given this instruction when you send out invitation letters and/or instructions to potential authors. Guest Editors: Jiwen Lu, TsinghuaUniversity, China, E-mail: elujiwen@gmail.com Xi Peng, Institute for Infocomm., Research Agency for Science, Technology andResearch (A*STAR) Singapore, Email: pangsaai@gmail.com Weihong Deng, Beijing University of Posts and Telecommunications,China, Email: whdeng@bupt.edu.cn Ajmal Mian, School of Computer Science andSoftware Engineering, The University of Western Australia, Australia, Email: ajmal.mian@uwa.edu.au |
回复此楼» 猜你喜欢
澳大利亚 Murdoch University 全奖博士招生（3个名额）地质化工冶金领域
已经有70人回复
-
欢迎发来filecode的Mz6后的代码验证其规律
已经有30人回复
-
我的国基提前知道中了，可是同事的操作让我实在接受不了，怎么会有这样的人
已经有15人回复
-
关于Filecode分析方法
已经有12人回复
-
咱们一起用铁证分析2026国家社科基金中标与否
已经有11人回复
-
小木虫上这么多卖论文的，真有人买论文么？感觉没必要啊
已经有10人回复
-
阿姨
已经有4人回复
-
一作与独作在应聘高校教师时区别大吗
已经有4人回复
-
静等基金结果
已经有21人回复
-
FileCode能看出啥？
已经有28人回复
» 抢金币啦！回帖就可以得到:
-
上海男征女 条件优秀可加微信联系
+1/448
-
诚征女友，坐标江西
+2/220
-
东南大学杰青/海优团队招聘催化方向博士后
+1/98
-
中国科学院空天院精密干涉测量团队 精密机械结构工程师招聘启事
+1/86
-
中国科学院空天院精密干涉测量团队招聘光学/算法/机械方向博士后/特别研究助理
+1/86
-
中国科学院空天院精密干涉测量团队 精密机械结构工程师招聘启事
+1/84
-
北京信息科技大学机电工程学院硕士研究生招生线上宣讲会——8月16日
+1/83
-
中国科学院空天院精密干涉测量团队招聘光学/算法/机械方向博士后/特别研究助理
+1/82
-
别研究filecode了，祝都有一个好结果：）
+2/54
-
无机非金属材料科学相关 实习研发人员招聘
+1/31
-
天津大学环境学院童银栋教授招收博士后（生源要素循环/温室效应/新污染物方向）
+1/30
-
中国石油大学（华东）计算机科学与技术学院/智能化新能源系统设计和开发方向 特聘副教
+2/26
-
哈工大（深圳）何自开团队诚招化学工程与技术专业博士生
+1/24
-
硕士毕业9年的我，读博的想法日益强烈。。。。
+1/9
-
27推免-广州医科大学封红亮教授招收精神医学应用心理学推免生
+1/5
-
北理工集成电路杰青团队 | 诚招科助理
+1/4
-
夏尽秋来，蓄力沉淀，静待硕果成文
+1/2
-
中国科学技术大学环境学院招聘招生
+1/2
-
Luminex+ELISA 挖掘克罗恩病血清标志物
+1/1
-
北京理工大学-集成电路与电子学院杰青团队-招博士后
+1/1
2楼2016-05-23 14:57:48
5楼2016-05-24 08:07:53
简单回复
nono20093楼
2016-05-24 07:03
回复
joe8767(金币+1): 谢谢参与
·
yuanmd4楼
2016-05-24 08:03
回复
joe8767(金币+1): 谢谢参与
谢谢分享！ 发自小木虫Android客户端
gorgan6楼
2016-05-24 10:53
回复
joe8767(金币+1): 谢谢参与
祝福 [ 发自手机版 http://muchong.com/3g ]
