Structure-aware multimodal feature fusion for RGB-D scene classification and beyond

• Main Authors: Wang, Anran, Cai, Jianfei, Lu, Jiwen, Cham, Tat-Jen
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Feature Fusion; Multimodal Analytics
• Online Access: https://hdl.handle.net/10356/138263
• Institution: Nanyang Technological University

While convolutional neural networks (CNNs) have been excellent for object recognition, the greater spatial variability in scene images typically means that the standard full-image CNN features are suboptimal for scene classification. In this article, we investigate a framework allowing greater spati...