Learning Proposal Distributions in Simulated Annealing via Template Networks: A Case Study in Nanophotonic Inverse Design.

Becker, Marlon; Butz, Marco; Lemli, David; Schuck, Carsten; Risse, Benjamin

Research article (book contribution) | Peer reviewed

Abstract

The multi-volume set of LNCS books with volume numbers 15301-15333 constitutes the refereed proceedings of the 27th International Conference on Pattern Recognition, ICPR 2024, held in Kolkata, India, during December 1–5, 2024. The 963 papers presented in these proceedings were carefully reviewed and selected from a total of 2106 submissions. They deal with topics such as Pattern Recognition; Artificial Intelligence; Machine Learning; Computer Vision; Robot Vision; Machine Vision; Image Processing; Speech Processing; Signal Processing; Video Processing; Biometrics; Human-Computer Interaction (HCI); Document Analysis; Document Recognition; Biomedical Imaging; Bioinformatics.

Details about the publication

PublisherApostolos Antonacopoulos; Subhasis Chaudhuri; Rama Chellappa; Cheng-Lin Liu; Saumik Bhattacharya; Umapada Pal
Book titlePattern Recognition (Volume 8)
Page range188-202
Publishing companySpringer
Place of publicationKolkata, India
Title of series27th International Conference ICPR 2024 (ISSN: 0302-9743)
Volume of series27
StatusPublished
Release year2024 (29/11/2024)
ISBN978-3-031-78185-8
DOIhttps://doi.org/10.1007/978-3-031-78186-5_13
KeywordsPattern Recognition; Artificial Intelligence; Machine Learning; Computer Vision; Robot Vision; Machine Vision; Image Processing; Speech Processing; Signal Processing; Video Processing; Biometrics; Human-Computer Interaction (HCI); Document Analysis; Document Recognition; Biomedical Imaging; Bioinformatics

Authors from the University of Münster

Becker, Marlon
Professorship of Geoinformatics for Sustainable Development (Prof. Risse)
Butz, Marco
Junior professorship for integration and manipulation of quantum emitters (Prof. Schuck)
Department for Quantum Technlogy
Lemli, David
Department for Quantum Technlogy
Risse, Benjamin
Professorship of Geoinformatics for Sustainable Development (Prof. Risse)
Center of Interdisciplinary Sustainability Research (ZIN)
Schuck, Carsten
Junior professorship for integration and manipulation of quantum emitters (Prof. Schuck)
Center for Soft Nanoscience
Münster Nanofabrication Facility (MNF)
Department for Quantum Technlogy