Object Recognition

Deep Vision's data abstraction technology delivers real-time object recognition.

Deep Vision's novel concept of data abstraction quickly transforms abundant sensor data into a form that is easily classified and efficiently analysed.

The abstractions created from the raw data accurately describe the content of the data. By utilising the descriptive properties of the abstractions, couple with their invariant properties (e.g. Rotation, skew and scale) the perception, recognition, and differentiation of objects is enabled.

Deep Vision's data abstraction technology operates with a throughput of 100+ frames per second in complex and cluttered environments and under diverse lighting conditions, both spatial and temporal.

Exploitation Value
  • Target detection, recognition and locking
  • Automatic Target Cueing (ATC)
  • Operator Assistance
  • Moving platform, moving target relative location and velocity estimation.
  • Target locking
  • Motion Analysis and Prediction

Features

  • Real-time object recognition and tracking
  • Simultaneous recognition and tracking of multiple objects
  • Operates in complex and cluttered environments
  • Context-based motion analysis
  • Sensor and object independent
  • Moving platform and moving target
  • Designation of a specific target whilst maintaining awareness of all others.
  • Recognition across disparate sensor type and modalities.

Example Imagery and Videos


Aerial Recognition of Ground Vehicles

These videos demonstrate the use of Deep Vision's sensor exploitation technology in the recognition of ground vehicles irrespective of sensor modality (e.g. Visual and/or IR).

The user designates a ground vehicle. That vehicle is tracked whilst maintaining awareness of all other similar vehicles in the scene.


The user designates a ground vehicle. That vehicle is tracked whilst maintaining awareness of all other similar vehicles in the scene.