--- abstract: |- A prerequisite to the design of future Advanced Driver Assistance Systems for cars is a sensing system providing all the information required for high-level driving assistance tasks. In particular, target tracking is still challenging in urban trafc situations, because of the large number of rapidly maneuvering targets. The goal of this paper is to present an original way to perform target position and velocity, based on the occupancy grid framework. The main interest of this method is to avoid the decision problem of classical multi-target tracking algorithms. Obtained occupancy grids are combined with danger estimation to perform an elementary task of obstacle avoidance with an electric car. altloc: - http://www-laplace.imag.fr/publications/Rayons/coue03.pdf chapter: ~ commentary: ~ commref: ~ confdates: 'July 14-16, 2003' conference: Int. Conf. on Field and Service Robotics confloc: Lake Yamanaka (Japan) contact_email: ~ creators_id: [] creators_name: - family: Coue given: C honourific: '' lineage: '' - family: Pradalier given: C honourific: '' lineage: '' - family: Laugier given: C honourific: '' lineage: '' date: 2003 date_type: published datestamp: 2004-08-10 department: ~ dir: disk0/00/00/37/54 edit_lock_since: ~ edit_lock_until: ~ edit_lock_user: ~ editors_id: [] editors_name: [] eprint_status: archive eprintid: 3754 fileinfo: /style/images/fileicons/application_pdf.png;/3754/1/coue03.pdf full_text_status: public importid: ~ institution: ~ isbn: ~ ispublished: pub issn: ~ item_issues_comment: [] item_issues_count: 0 item_issues_description: [] item_issues_id: [] item_issues_reported_by: [] item_issues_resolved_by: [] item_issues_status: [] item_issues_timestamp: [] item_issues_type: [] keywords: 'Bayesian reasonning, multi-sensor target tracking' lastmod: 2011-03-11 08:55:39 latitude: ~ longitude: ~ metadata_visibility: show note: ~ number: ~ pagerange: ~ pubdom: TRUE publication: ~ publisher: ~ refereed: FALSE referencetext: ~ relation_type: [] relation_uri: [] reportno: ~ rev_number: 12 series: ~ source: ~ status_changed: 2007-09-12 16:53:16 subjects: - comp-sci-robot succeeds: ~ suggestions: ~ sword_depositor: ~ sword_slug: ~ thesistype: ~ title: 'Bayesian Programming Multi-Target Tracking: an Automotive Application' type: confpaper userid: 4357 volume: ~