This paper may look like a glossary of the fusion rules and we also introduce new ones presenting their formulas and examples: Conjunctive, Disjunctive, Exclusive Disjunctive, Mixed Conjunctive-Disjunctive rules, Conditional rule, Dempster's, Yager's, Smets' TBM rule, Dubois-Prade's, Dezert-Smarandache classical and hybrid rules, Murphy's average rule, Inagaki-Lefevre-Colot-Vannoorenberghe Unified Combination rules [and, as particular cases: Iganaki's parameterized rule, Weighting Average Operator, minC (M. Daniel), and newly Proportional Conflict Redistribution rules (Smarandache-Dezert) among which PCR5 is the most exact way of redistribution of the conflicting mass to non-empty sets following the path of the conjunctive rule], Zhang's Center Combination rule, Convolutive x-Averaging, Consensus Operator (Josang), Cautious Rule (Smets), ?-junctions rules (Smets), etc. and three new T-norm & T-conorm rules adjusted from fuzzy and neutrosophic sets to information fusion (Tchamova-Smarandache). Introducing the degree of union and degree of inclusion with respect to the cardinal of sets not with the fuzzy set point of view, besides that of intersection, many fusion rules can be improved. There are corner cases where each rule might have difficulties working or may not get an expected result.
RDFC-GAN: RGB-Depth Fusion CycleGAN for Indoor Depth Completion
State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China(网络与交换技术国家重点实验室,北京邮电大学,中国);Midea Group, China(美的集团,中国);School of Computer Science, Beijing University of Posts and Telecommunications, China(计算机科学学院,北京邮电大学,中国)
Robust Depth Enhancement via Polarization Prompt Fusion Tuning
KTH Royal Institute of Technology(瑞典皇家理工学院);CUHK(香港中文大学);Princeton University(普林斯顿大学);CAIR, HKISI-CAS(香港中文大学(深圳)先进人工智能与机器人研究院(中国科学院香港中文大学深圳先进集成技术研究所));CASIA(中国科学院自动化研究所);HKUST(香港科技大学)
REL-SF4PASS: Panoramic Semantic Segmentation with REL Depth Representation and Spherical Fusion
School of Electronic and Information Engineering, Shanghai DianJi University(电子信息学院,上海电机大学);College of Computer Science and Technology, Zhejiang University(计算机科学与技术学院,浙江大学)