Adaptive Image Processing Algorithms for Printing
Nonfiction, Computers, Application Software, Computer Graphics, Science & Nature, Technology, Electronics
| Author: | Ilya V. Kurilin, Ekaterina V. Tolstaya, Michael N. Rychagov, Ilia V. Safonov | ISBN: | 9789811069314 |
| Publisher: | Springer Singapore | Publication: | October 31, 2017 |
| Imprint: | Springer | Language: | English |
| Author: | Ilya V. Kurilin, Ekaterina V. Tolstaya, Michael N. Rychagov, Ilia V. Safonov |
| ISBN: | 9789811069314 |
| Publisher: | Springer Singapore |
| Publication: | October 31, 2017 |
| Imprint: | Springer |
| Language: | English |
This book presents essential algorithms for the image processing pipeline of photo-printers and accompanying software tools, offering an exposition of multiple image enhancement algorithms, smart aspect-ratio changing techniques for borderless printing and approaches for non-standard printing modes. All the techniques described are content-adaptive and operate in an automatic mode thanks to machine learning reasoning or ingenious heuristics. The first part includes algorithms, for example, red-eye correction and compression artefacts reduction, that can be applied in any photo processing application, while the second part focuses specifically on printing devices, e.g. eco-friendly and anaglyph printing. The majority of the techniques presented have a low computational complexity because they were initially designed for integration in system-on-chip. The book reflects the authors’ practical experience in algorithm development for industrial R&D.
This book presents essential algorithms for the image processing pipeline of photo-printers and accompanying software tools, offering an exposition of multiple image enhancement algorithms, smart aspect-ratio changing techniques for borderless printing and approaches for non-standard printing modes. All the techniques described are content-adaptive and operate in an automatic mode thanks to machine learning reasoning or ingenious heuristics. The first part includes algorithms, for example, red-eye correction and compression artefacts reduction, that can be applied in any photo processing application, while the second part focuses specifically on printing devices, e.g. eco-friendly and anaglyph printing. The majority of the techniques presented have a low computational complexity because they were initially designed for integration in system-on-chip. The book reflects the authors’ practical experience in algorithm development for industrial R&D.
