Image restoration by advanced parallel inertial forward–backward splitting methods

• Published in: Soft computing (Berlin, Germany) Vol. 25; no. 8; pp. 6029 - 6042
• Main Authors: Yambangwai, Damrongsak, Khan, Suhel Ahmad, Dutta, Hemen, Cholamjiak, Watcharaporn
• Format: Journal Article
• Language: English
• Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.04.2021
• Subjects: Artificial Intelligence; Computational Intelligence; Control; Engineering; Mathematical Logic and Foundations; Mechatronics; Methodologies and Application; Robotics; Forward–backward algorithms; Hybrid algorithms; Variational inclusion problems; Image restorations

The paper proposes an advanced inertial forward–backward splitting algorithm in combination with a parallel hybrid method for approximating solutions of common variational inclusion problems. Strong convergence results have been obtained in real Hilbert spaces subject to certain suitable conditions....