Over the years, tremendous progress has been achieved in many areas of multimedia research. Multimedia technology is widely applied everywhere and there exists a need for improvement due to the emerging technology and increase of data. In this paper we look into few of the many areas of research like Pose Estimation and Gesture Recognition, Medical Segmentation, Object Tracking etc.