Image and Video Analytics
Mayachitra Inc. offers a suite of solutions for object detection, recognition, and tracking, activity detection and analysis, and user interactions targeted for data smog reduction in aerial video sensor feeds.
Object Detection and Recognition in overhead video streams
Exorbitant volumes of collected video and imagery data require advanced technology to analyze the content in real time. Low resolution quality of operational data, size of objects of interest, view occlusions, and crowded scenes degrade the performance of state-of-art region saliency and object recognition approaches when applied to overhead sensor data.
User Interaction and Activity Modeling
The technology comes with the suite of the support modules that enhance user interaction and modeling. The focus is to allow analysts to let the system take over the tedious and error prone task of tracking objects of interest across multiple videos that are distributed across large swaths of space and time. The system alerts the analyst on specific events relating to those objects, and learns from its mistakes by seeking active feedback from the analyst and will use the latest techniques in machine learning to minimize user feedback while maintaining precision and accuracy.
Mayachitra Inc. has worked on Video Activity Detection and Recognition, as highlighted in this demo.
This work has been supported by NAVAIR and the Office of Naval Research.