Multimodal Fusion: A Review, Taxonomy, Open Challenges, Research Roadmap and Future Directions

• Published in: Neutrosophic sets and systems Vol. 45; pp. 96 - 120
• Main Authors: Wajid, Mohd Anas, Zafar, Aasim
• Format: Journal Article
• Language: English
• Published: Neutrosophic Sets and Systems 01.12.2021; University of New Mexico
• Subjects: fuzzy logic; imperfections; Machine learning; Machine vision; multimodal data; multimodal fusion; neutrosophic logic; Smarandache, Florentin

The present work collects a plethora of previous research work in the field of multimodal fusion which despite a lot of research could not handle the imperfections. These imperfections could be at any stage initiating from the imperfections in data and its sources to imperfections in fusion strategi...