Analysis of Physiological Signals for Emotion Charting
Analysis of Physiological Signals for Emotion Charting Several studies have proved that emotional health has direct impact on humans physical and psychological health. Globally there are more than 300 million and about 260 million people are suffering from depression and anxiety respectively. A survey from World Health Organization (WHO) found that these types of disorders […]
Early Detection of Neurological Disorders through Computerized Analysis of Handwriting – An Application to Parkinson’s Disease
Early Detection of Neurological Disorders through Computerized Analysis of Handwriting – An Application to Parkinson’s Disease The project is aimed at early prediction of Parkinson’s disease through computerized analysis of online handwriting. While a number of clinical evaluations are carried out to diagnose the Parkinson’s disease, most of these tests are effective only once the […]
Handwriting for Assessment of Cognitive Development in Children
Handwriting for Assessment of Cognitive Development in Children This research is aimed at early detection of Intellectual Disabilities (ID) through computerized analysis of drawing samples of children. Experts agree that signs of intellectual disabilities are mostly evident at an early stage and can be measured by means of simple non-verbal drawing based psychometric tests. Scoring […]
Terrain Classification from Satellite Imagery
Terrain Classification from Satellite Imagery Geographics Information System (GIS) is a structure for collecting, overseeing, and examining information. Established in the study of geography, GIS incorporates numerous kinds of data. Terrain segmentation and classification is a vital step of any GIS based application. It can be used to determine the various landforms in a region. […]
Detection and Classification of Malware
Detection and Classification of Malware The proliferation of malware and the increased availability of computation devices has made malware detection an important task. Large quantities of malware belonging to various families are produced every day. Modern methods like polymorphism and metamorphism are being used to obfuscate malware which makes them difficult to detect using static […]
3D image Generation
3D image Generation Generating and understanding the 3D shape of objects is considered as a significant step in many vision applications. This project aims at generating 3D models from 2D images. The architecture of the developed model, employs 3D Vectorization and Generation. It forms 3D objects using the probabilistic space and by taking advantages from […]
A Smart Conversational Agent for Medical Diagnosis
A Smart Conversational Agent for Medical Diagnosis Artificial intelligence-based solutions are slowly yet steadily integrating into the healthcare domain. This project was conceptualized to train an AI-based disease diagnosing conversational agent or chatbot that converses with the patient, identifies keywords for possible symptoms and maps them with associated diseases. The agent is trained to converse […]
Image Authentication and Forensics
Image Authentication and Forensics Images play a vital role in this era of social media, but now a days, it is very easy to tamper or manipulate an image. The rapid growth of tampering techniques also pose a challenge for researchers regarding detection of these fake images. Deep learning and vision techniques are being used […]
Classification of Demographic Attributes from Facial Images
Classification of Demographic Attributes from Facial Images Human facial appearance is strongly influenced by demographical characteristics such as categorical age, ethnicity, and gender. However, automatic classification of demographic attributes of an individual from his/her facial images is a challenging task. The project team developed a system that could automatically classify three demographic attributes from the […]
Analysis of Historical Manuscripts
Analysis of Historical Manuscripts Historical handwritten documents carry rich information providing useful insights into the past. Hand-drawn shapes, letters, drop caps and signatures not only provide write-specific details but, in a broader perspective, the influence of various cultural and social attributes is also reflected in the writing style as well as its evolution. The study […]