Video retrieval system, method and computer program for surveillance of moving objects
Video surveillance systems are used to monitor public places, streets, buildings, cities and other premises or surroundings and comprise a multitude of cameras which are monitoring relevant points in the surroundings. One of the problems of surveillance systems is, that the multitude of cameras produce a large amount of video data to be monitored, which requires a lot of human observers resulting in high personnel costs. A video retrieval system ( 1 ) connectable to a plurality of surveillance cameras ( 2 ) for monitoring a surroundings is proposed, the video retrieval system ( 1 ) comprising: displaying means ( 12 ) realized to display a graphical overall description ( 100, 130, 140 ) of the surroundings under surveillance, whereby the graphical overall description ( 100, 130, 140 ) comprises a plurality of monitored areas ( 110 ), whereby the areas are allocated to different surveillance cameras ( 2 ) and whereby the graphical overall description ( 100, 130, 140 ) is displayed in a single perspective view, and querying means ( 10 ) realized to formulate a trajectory-specific search ( 150, 160 ) query adapted to retrieve data about a moving object in the surroundings with a matching trajectory.
1. Video retrieval system connectable to a plurality of surveillance cameras for monitoring a surroundings, the video retrieval system comprising:
displaying means for displaying a graphical overall description of the surroundings under surveillance, whereby the graphical overall description comprises a plurality of monitored areas that are allocated to different surveillance cameras and whereby the graphical overall description is displayed in a single perspective view, and
querying means comprising a graphical user interface configured to enable a user to formulate a trajectory-specific search query graphically and/or interactively on the graphical overall description, the search query adapted to retrieve data about a moving object in the surroundings with a matching trajectory, and
wherein the graphical user interface enables users to draw any of the group consisting of lines, curves, circles, hand-drawn lines, a spline generated by a plurality of single interpolation points of the graphical overall description and any combination thereof, thereby formulating the search query, wherein the video retrieval system is characterized by merging means for merging object-related information of the video data of the plurality of cameras into object-related meta-data, and wherein the video retrieval system is characterized in that the merging means is realized to merge the video data into the overall description and to extract object-related meta-data from the overall description and/or to extract object-related information from the video data of the plurality of cameras and to link and/or merge the object-related information to generate the object-related meta-data.
2. Video retrieval system according to claim 1 , characterized in that the graphical overall description of the surroundings is realized as a context aware map comprising images from the plurality of cameras and/or as an overview representation and/or a combination thereof.
3. Video retrieval system according to claim 2 , characterized in that the context aware map is generated by an addition of perspective-corrected and/or rescaled images from the plurality of cameras.
4. Video retrieval system according to claim 1 , characterized in that the object-related information and/or meta-data comprises and/or consists of trajectory data and/or object tracking information of the related object.
5. Video retrieval system according to claim 1 , characterized in that the meta-data is indexing and/or referring to the video data of the related object.
6. Video retrieval system according to claim 1 , characterized in that the querying means is adapted for performing the trajectory-specific search query on the meta-data.
7. Video retrieval system according to claim 1 , characterized in that the graphical user interface is realized to directly select the object-related meta-data and/or trajectory of a desired object on the overall description.
8. The video retrieval system as set forth in claim 1 , further comprising
merging means for merging object-related information of video data from the plurality of cameras into object-related metadata, the object-related metadata comprising trajectory data or object-tracking information or both and described in global coordinates referring to the surroundings,
wherein the querying means enables a user to formulate a trajectory-specific search query selected from the group consisting of trajectory-by-sketch query and trajectory-by-example query, wherein the matching trajectory is defined as a trajectory of a moving object that matches the trajectory-specific search query and wherein the querying means enables access to the object-related metadata in order to perform the search queries.
9. Method for retrieval of video data of one or more moving objects from a plurality of surveillance cameras comprising steps of:
displaying a graphical overall description of a surroundings under surveillance, whereby the graphical overall description comprises a plurality of monitored areas allocated to different surveillance cameras and whereby the graphical overall description is displayed in a single perspective view, and
formulating a trajectory-specific search query adapted to retrieve data about a moving object in the surroundings with a matching trajectory, the search query formulated graphically and/or interactively on the graphical overall description using a graphical user interface that enables users to draw any of the group consisting of lines, curves, circles, hand-drawn lines, a spline generated by a plurality of single interpolation points of the graphical overall description, and any combination thereof, thereby formulating the search query.
10. A computer program comprising program code means stored on a non-transitory medium and programmed for performing all the steps of claim 9 when said program is run on a computer and/or on a video retrieval system as set forth in claim 1 .
11. Video retrieval system connectable to a plurality of surveillance cameras for monitoring a surroundings, the video retrieval system comprising:
displaying means for displaying a graphical overall description of the surroundings under surveillance comprising a single perspective view of a plurality of monitored areas that are allocated to different surveillance cameras,
merging means for merging object-related information of video data from the plurality of cameras into object-related metadata, the object-related metadata comprising trajectory data or object-tracking information or both and, described in global coordinates referring to the surroundings, and
querying means comprising a graphical user interface configured to enable a user to formulate a trajectory-specific search query selected from the group consisting of trajectory-by-sketch query and trajectory-by-example query,
wherein the trajectory-specific search query is adapted to retrieve data about a moving object in the surroundings with a matching trajectory and the matching trajectory is defined as a trajectory of a moving object that matches with the trajectory-specific search query, and
wherein the querying means accesses the object-related metadata in order to perform the search queries.