The interest of the sports analytics has significantly grown higher recently. Manual analysis of the sports videos like extracting required shots and motion tracking of the player is very time consuming. Automatic motion tracking of players is useful for broadcasters and sportsmen's at individual level of player so can improve quality of game and automatic shot detection and extraction useful to extract only required shots from video. The proposed approach used in this project is to extracts selective events in cricket video. Pitch shots i.e., bowling and batting shots are extracted using RGB histogram technique and Replay and Non Replay shots are extracted using score card detection where score card is detection using median filtering background modeling method. Bowler and batsman from the pitch shots are extracted using Kalman filter motion estimation technique.