M Tech Computer Science

Department of Computer Science, University of Kerala has engraved a strong post graduate culture in computer studies. It provides four streams in Master level programmes: M. Tech Computer Science with specialization in Digital Image Computing, M.Sc. Computer Science, M.Sc. Computer Science with specialization in AI, and M.Sc. Computer Science with specialization in ML. The department offers research-oriented programmes, guided by renowned faculty, ina conducive environment for learning, thinking and achieving program specific goals. The M. Tech programme was introduced in the year 2000. This is a two-year postgraduate program designed to equip students with cutting-edge knowledge, research capabilities, and industry-relevant skills in Computer Vision and Artificial Intelligence. The world is witnessing rapid advancements in artificial intelligence (AI) and machine learning (ML), leading to innovations in Image Processing and Natural Language Processing (NLP).This specialization focuses on equipping students with the skills to develop various AI based computer vision architectures. The curriculum typically covers methodologies such as convolutional neural networks (CNNs) for image feature extraction and transformer models for language processing, providing a strong foundation for tackling complex visual and textual data challenges. This programme blends theory and practical applications to provide students with expertise in handling images, videos, text data through AI and ML techniques. The curriculum is structured to prepare students for careers in research, Artificial Intelligence and Deep Learning.

Program Specific Objectives

• Develop the ability to pragmatically apply mathematical and computing skills to solve image processing problems.
• Inculcate advanced technical skills in Image Processing and Machine Learning models that enable students to perform better through their critical and analytical skills.
• Develop an ability to design, develop and implement advanced algorithms on different image processing applications and solve real-world problems using Artificial Intelligence based methods.
• Acquire the flair of research by enriching students to undertake research oriented projects and develop the skillset to work in R&D institutions.
• Possess insight and good understanding of the selected topics in analyzing, compressing and processing of images and videos.
• Create competence to specialize in Image Processing, Signal Processing and Computation models, including Machine Learning and Deep learning.
• Develop the research skills for writing technical and scientific publications and enable them to understand publication ethics.
• Demonstrates the capability of doing a dissertation in advanced image processing by exploiting cutting-edge technologies.
• Develop specialized skills in computer vision, speech-based applications that use image analysis, speech recognition and natural language processing
• Possess the competence to process medical images, analyse cyber crimes and security issues to find solutions and acquire a sense of social commitment.
• Develop skillset for leading a pathway towards pursuing doctoral programme by acquiring the expertise in image processing domain.
• Promote and develop the skill set to apply data science and machine learning techniques to solve interdisciplinary problems.