Paper ID: 2306.15218

Semantic Segmentation Using Super Resolution Technique as Pre-Processing

Chih-Chia Chen, Wei-Han Chen, Jen-Shiun Chiang, Chun-Tse Chien, Tingkai Chang

Combining high-level and low-level visual tasks is a common technique in the field of computer vision. This work integrates the technique of image super resolution to semantic segmentation for document image binarization. It demonstrates that using image super-resolution as a preprocessing step can effectively enhance the results and performance of semantic segmentation.

Submitted: Jun 27, 2023