Abnormal event detection and localization in surveillance videos

The main objective of this system is to detect and localize unusual objects, suspicious behaviors or irregular events in a scene. The proposed method should detects anomalous regions in a video and it is fast enough for real-time applications. It codes video as a compact set of spatio-temporal video volumes while considering uncertainties in the […]


Detection and Grading of Diabetic Macular Edema

Diabetic retinopathy (DR) and diabetic macular edema (DME) are leading causes of blindness in the working-age population of most developing countries like Pakistan. The increasing number of individuals with diabetes worldwide suggests that DR and DME will continue to be major contributors to vision loss and associated functional impairment for years to come. Early detection […]


Artery-Venous Classification

Retinal vessel morphology parameters such as vessel diameter, vessel shape, branching pattern, bifurcation angles and tortuosity can be studied to diagnose the different disease which manifests themselves through changes in the retina. The effect of various diseases is different on veins and arteries, so it is very essential to classify retinal vessels correctly as arteries […]

Glaucoma detection

Glaucoma detection

Glaucoma¬†is an eye disease that is second largest cause of blindness in the world. It can lead to permanent loss of vision. As it has no real cure, the only solution that is available is its early detection because if detected at an early state, the permanent loss of blindness can be avoided. Some of […]