ICME 2017 Special Session on Advances in Object Visual Search

Description:

Traditional text-based search has limited capability in describing real-world objects. As mobile devices such as smartphones and tablets proliferate, searching via images or videos becomes much more attractive because of the rich visual information of images and videos. Especially in the current big data era, searching for the desired object from huge amount of multimedia data (cloud, Internet, etc.) is quite challenging. Rapid and rich object visual search is highly demanded for both academia and industry. In recent years, numerous object visual search techniques have been developed for object search. However, a lot of challenges remain.

To further advance the development of object visual search, this special session aims to bring researchers together to discuss new methodologies and techniques. This special session seeks original submissions concerning the latest technology developments for object visual search. These include machine learning/deep learning models for object search, compact descriptors for visual search, feature compression methods, mobile object search, object retrieval in intelligent video surveillance, etc. We also welcome submissions related to practical applications and object search based advanced image/video analytics.

This special session solicits contributions in the broad area of object visual search
  • - Deep learning methods for object recognition and retrieval
  • - Object re-identification in image and video
  • - Feature extraction, selection and representation
  • - Hashing for large-scale object search
  • - Visual search for mobile applications
  • - Compact descriptors for visual search
  • - Cross-domain object retrieval
  • - Object visual search for smart city applications
  • - Weakly supervised learning for visual object localization
  • - Preprocessing techniques for visual search

    Timeline:
    Abstract submission:November 25, 2016, extended to December 09, 2016
    Full paper submission:December 02, 2016, extended to December 16, 2016
    Notification of acceptance:February 24, 2017
    Special session date:July 10-14, 2017

    Submission system: https://cmt.research.microsoft.com/ICME2017/Default.aspx?ReturnUrl=%2fICME2017

    Organizers:
  • Gang Wang, Nanyang Technological University, Singapore, WangGang@ntu.edu.sg
  • Lingyu Duan, Peking University, China, lingyu@pku.edu.cn
  • Alex C. Kot, Nanyang Technological University, Singapore, eackot@ntu.edu.sg