Person Re-Identification based Visual Survilience System

Title Person Re-Identification based Visual Surveillance System Description Large networks of cameras are increasingly deployed in public places like airports, railway stations, college campuses and office buildings. These cameras typically span large geospatial areas and have non-overlapping fields-of-views (FOVs) to provide enhanced coverage. Such networks provide huge amounts of video data, which is either manually […]


Vehicle Re-Identification

In an Intelligent traffic monitoring system vehicle re-id plays an import role as vehicle re-id is a process in which we are going to detect a vehicle and then re-identify the vehicle from our database of vehicles. This can play an important role in the field of live monitoring or tracking the vehicles or doing […]


Application of Deep learning Techniques for Diagnostic Retinal Image Analysis

Title: Application of Deep learning Techniques for Retinal Anatomical Structure Detection/Segmentation Description Retinal imaging has rapidly grown within ophthalmology in the past twenty years. The availability of low cost fundus cameras to take direct images of the retina, fundus photography, makes it possible to examine the eye for the presence of many different eye diseases […]


Automated Traffic Surveillance

Intelligent transportation systems (ITS) have attracted considerable research attention in areas such as vehicle detection, recognition, and counting, and traffic parameter estimation. In light of the anticipated availability of low-cost hardware, as well as continuing progress in algorithmic research, computer vision has become a promising base technology for traffic sensing systems. Since vision sensors provide […]


Proactive Road Safety

The project aims to implement smart solutions which are proactive in anticipating safety incidents and potential accidents to take necessary corrective actions by alerting the driver on their risky driving habits rather than being reactive through conducting analysis post accidents with losses assets or even worse leading to driver’s or passengers injuries or deaths. Below […]


Natural language descriptions of images and their regions

To develop a model/framework that generates natural language descriptions of images and their regions. A quick glance at an image is sufficient for a human to point out and describe an immense amount of details about the visual scene. However, this remarkable ability has proven to be an elusive task for our visual recognition models. We […]


Autonomous Driving Using NVIDIA Jetson TX1

Driving has become an essential part of our daily life; going to work, getting errands done and getting to the nearest hospital in case of emergency. We are in an era where getting to places is faster than ever but the sheer speed of our commutes is not the only arena where we are innovating, […]


Vision Based Violence Detection System

A shot is considered violent if a bared weapon could be seen, if physical violence such as punching or kicking occurred. For the past decade, terrorism has been on the rise, growing at an exponential rate. There have been countless measures that are put in place to stop it or even minimize the effect. The […]


Person Re-Identification in Multi-Camera Networks

Person re-identification consists in matching observations of individuals across disjoint views in a network of surveillance cameras (this task is some times also referred to as multi-camera single person tracking). This is a non-trivial problem because the appearance of individuals varies greatly through the scenes, due to possibly different acquisition devices and ambient illuminant, changes […]