Queue Management The AI based engine already detects people and tracks them over. Factoring in meta data like duration, free slots etc., and applying those along with divert mechanics and more, the automated engine can be used for queue management, queue distribution and waiting time analysis as well
Tailgating Vehicle Tailgating – Combination of vehicle detection and classic tracking algorithms in image processing. The AI engine first detects the actual vehicle and using tracking algorithms keeps track of it until the object is out of view. Also, the history of vehicle location is measured in comparison to objects around it. This results in…
Vandalism and Graffiti Detection Based on the scenery, the Secura AI software uses different algorithms like background subtraction, Cascade/Template matching to detect Graffiti. Apart from Graffiti detection, based on the location, the software uses Pose estimation to detect the culprit during the act of vandalism. This feature of Vandalism and Graffiti Detection can be provided…
Garbage Detection and Management The Secura AI suite for solid waste management can detect garbage or litter in a scene and send an alert to the authorities along with the location coordinates of the debris. It can also record attendance of sanitation worker by facial recognition using designated Cameras placed at specific locations. It can…
Crowd Management An AI based object detection to determine a crowd gathering can be used to determine ‘density’, and with tracking algorithms implemented, the engine is also able to identify it’s ‘direction’. A more superior technique then Crowd Density detector, the Secura AI engine creates various heat / density maps for a scene. So cumulative…
Overcrowding detection/ conflicts in crowd The Secura AI software uses Behaviour Matrix and Multi Pose estimation to deeply analyse the situation in a crowded area to detect a threat or some anomaly in the crowd. This feature can be provided based on Geographic Location, Topology, positioning of Cameras and Camera View. The Secura Analytics software…
Face Recognition Cloud computing structure can be deployed to handle fast matching and sizing can be made dynamic to suit actual foot traffic instead of depending on just number of video channels Deep learning engine can be trained to detect humans more easily than traditional set ups Smart exposure – self-adaptive snapshot in complex lighting…
Person Collapsing The Secura AI Suite uses Pose estimation and processes Images frame by frame. The AI architecture returns heat map and offset vectors which is decoded to get pose key points (right knee, left elbow, head, chest etc.). Each heat map is a 3D tensor of a particular grid size. By benchmarking the pattern…
Use of Mobile phones by Driver while driving The Secura AI software processes the image that includes generating a global descriptor describing the entire image using a process selected from a group consisting of: Successive Mean Quantization Transform (SMQT), Scale-Invariant Feature Transform (SIFT), Histogram of Gradients (HOG), a Bag-of-Visual-Words Representation, a Fisher Vector (FV) Representation…
Driver’s Smoking in Four Wheel vehicles while driving The Secura AI ITS Suite processes the image that includes generating a global descriptor describing the entire image using a process selected from a group consisting of: Successive Mean Quantization Transform (SMQT), Scale-Invariant Feature Transform (SIFT), Histogram of Gradients (HOG), a Bag-of-Visual-Words Representation, a Fisher Vector (FV)…