OCR BASED PLAYER JERSEY NUMBER IDENTIFICATION FOR GENERATING COMMENTARY FROM VIDEO
Abstract
Commentary is the explication of a
particular game or an event. In cricket, the
commentary plays an important role in entertaining
the viewers. Without commentary the game won’t
be much effective. The system proposes a solution
which is an AI based approach that generates playby-play
commentary and automated color
commentary from any video clip given, by
extracting different features. For generating color
commentary the most important feature is the
player identification using the jersey numbers.
Using Optical Character Recognition and with the
help of pattern matching algorithm the numbers are
identified. The methodologies used for the system
are video processing, Human detection, Player
identification and jersey number identification,
Construction of stories related to game and players,
matching the identified player with the story
constructed, and finally generating commentary.
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