Call for Papers on "Behaviours in Video", Neurocomputing SCOPE Video cameras have been commonly used in our daily life. With a significant increment of the number of CCD cameras used for various purposes, there is a demanding call for advanced video analysis techniques that can be used to systematically interpret and understand the semantics of video contents, which have been recorded in security surveillance, intelligent transportation, health care, video retrieving and summarization. Understanding and interpreting human behaviours based on video analysis have observed competitive challenges due to non-rigid human motion, self and mutual occlusions, and changes of lighting conditions. To solve these problems, advanced image and signal processing technologies such as neural network, fuzzy logic, probabilistic estimation theory and statistical learning have been overwhelmingly investigated. The primary purpose of this special issue is to organise a collection of recently developed video analysis techniques for understanding/interpreting human behaviours, starting from human detection and tracking, segmentation, spatial and temporal features extraction, human body modelling and synthesis, event detection and behaviour learning, including the applications of these techniques. The special issue is intended to become an international forum for researches to report the recent developments in this field in an original research paper style. The topics include, but are not limited to: . Human object detection and segmentation . Tracking of human objects . Detection and tracking using sensor networks . Crowd estimation and crowd behaviour analysis . Occlusions and segmentation errors handling . 2D/3D articulated human body modelling . Modelling and learning of human behaviours . Knowledge interpretations of human behaviours . Applications and user studies . Other behaviours in videos SUBMISSION GUIDELINES Before submission authors should carefully read over the journal's Author Guidelines, which are located at http://www.elsevier.com/wps/find/journaldescription.cws_home/505628/authorinstructions . Prospective authors should submit an electronic copy of their complete manuscript (6-15 pages in the Neurocomputing publishing format) through the journal manuscript tracking system at the web site: http://ees.elsevier.com/neucom/ , indicating that their contribution is for the special issue "Behaviours in Video". Submitted manuscripts will be reviewed according to the peer review policy of Neurocomputing. IMPORTANT DATES Manuscript Due April 15, 2011 First Round of Reviews June 15, 2011 Second round of Reviews July 15, 2011 Publication Date TBD GUEST EDITORS Huiyu Zhou, PhD, Institute of Electronics, Communications and Information Technology, Queen's University Belfast, U.K. E-mail: mailto:H.Zhou@ecit.qub.ac.uk. Yuan Yuan, PhD, School of Engineering and Applied Science, Aston University, U.K. E-mail: mailto:yuan1@aston.ac.uk Eliza Yingzi Du, PhD, Department of Electrical and Computer Engineering, Purdue School of Engineering and Technology, Indiana University-Purdue University Indianapolis (IUPUI), USA. E-mail: mailto:yidu@iupui.edu Pingkun Yan, PhD, Philips Research North America, 345 Scarborough Rd, Briarcliff Manor, NY, USA. E-mail: mailto:pingkun@gmail.com