Piece-wise linearity based method for text frame classification in video

作者:

Highlights:

• A new piece-wise linearity based method is proposed for text frame classification.

• New method for text candidate selection has been proposed utilising RGB information.

• The method is capable of handling curved/arbitrarily oriented video text.

• Efforts have been made to overcome the limitation of the state-of-the-art methods.

• Proposed method is computationally less expensive and outperformed existing methods.

摘要

Highlights•A new piece-wise linearity based method is proposed for text frame classification.•New method for text candidate selection has been proposed utilising RGB information.•The method is capable of handling curved/arbitrarily oriented video text.•Efforts have been made to overcome the limitation of the state-of-the-art methods.•Proposed method is computationally less expensive and outperformed existing methods.

论文关键词:Video document processing,Component centroid linearity,Text frame classification,Video text processing,Video text detection

论文评审过程:Received 7 February 2014, Revised 6 August 2014, Accepted 13 September 2014, Available online 22 September 2014.

论文官网地址:https://doi.org/10.1016/j.patcog.2014.09.012