no code implementations • 10 Nov 2023 • Chuanxin Song, Hanbo Wu, Xin Ma
Leveraging object information within scenes to enhance the distinguishability of feature representations has emerged as a key approach in this domain.
no code implementations • 11 Aug 2023 • Chuanxin Song, Hanbo Wu, Xin Ma, Yibin Li
Due to the high inter-class similarity caused by the complex composition and the co-existing objects across scenes, numerous studies have explored object semantic knowledge within scenes to improve scene recognition.
no code implementations • 22 May 2023 • Chuanxin Song, Hanbo Wu, Xin Ma
Firstly, the Semantic Spatial Relation Module (SSRM) is constructed to model scene spatial features.
1 code implementation • 15 May 2023 • Chuanxin Song, Xin Ma
Despite the remarkable success of convolutional neural networks in various computer vision tasks, recognizing indoor scenes still presents a significant challenge due to their complex composition.
Ranked #1 on Scene Recognition on MIT Indoor Scenes (10-stage average accuracy metric)