Scene recognition by semantic visual words

• Main Authors: Farahzadeh, Elahe, Sluzek, Andrzej, Cham Tat Jen (SCE)
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2015
• Subjects: Scene recognition; Semantic vocabulary; Visual words
• Online Access: https://hdl.handle.net/10356/80983; http://hdl.handle.net/10220/38975
• Institution: Nanyang Technological University

In this paper, we propose a novel approach to introduce semantic relations into the bag-of-words framework. We use the latent semantic models, such as latent semantic analysis (LSA) and probabilistic latent semantic analysis (pLSA), in order to define semantically rich features and embed the visual...