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 […]
Semantic Video Retrieval
Semantic Video Retrieval This project aims to develop a semantic video retrieval system accepting natural language queries and retrieving the relevant videos. We focus on key individuals appearing in certain scenarios as queries in the current study. Persons appearing in a video are recognized by tuning FaceNet to our set of images while caption generation […]
Video Forgery Detection
Video Forgery Detection Digital media has numerous benefits and has changed our lives for the better in many ways. There is however a growing concern for the authenticity of the content being shared. This project aims at judging the authenticity of video data by the detection of video forgery. In recent years intelligent systems like […]
Analysis and Verification of Hyper-Spectral Signature Images
Analysis and Verification of Hyper-Spectral Signature Images Signature verification is one of the most widely employed authentication mechanisms all over the world. Thanks to the advancements in different areas of image analysis and pattern classification, a number of computerized signature verification systems have been developed over the last three decades. Existing techniques for signature verification […]