Ever-changing security industry requirements cause challenges for cameras to evolve from single-data-source processing to multi-dimensional data integration and from labor-intensive management to artificial intelligence.

Software-defined cameras can be applied in a wide variety of security scenarios such as face checkpoint, situation awareness, vehicle checkpoint, and Intelligent Transportation Su