Benchmarking Single-Image Reflection Removal Algorithms

• Published in: IEEE transactions on pattern analysis and machine intelligence Vol. 45; no. 2; pp. 1424 - 1441
• Main Authors: Wan, Renjie, Shi, Boxin, Li, Haoliang, Hong, Yuchen, Duan, Ling-Yu, Kot, Alex C.
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.02.2023; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; benchmark dataset; Benchmark testing; Benchmarks; Cameras; Datasets; Deep learning; Glass; Image quality; Mathematical models; Reflection; Reflection removal; Reflectivity; State-of-the-art reviews; Taxonomy

Reflection removal has been discussed for more than decades. This paper aims to provide the analysis for different reflection properties and factors that influence image formation, an up-to-date taxonomy for existing methods, a benchmark dataset, and the unified benchmarking evaluations for state-of...