Search Results for author: Chuanxin Song

Found 4 papers, 1 papers with code

Inter-object Discriminative Graph Modeling for Indoor Scene Recognition

no code implementations10 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.

Object Scene Recognition

Semantic-embedded Similarity Prototype for Scene Recognition

no code implementations11 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.

Object object-detection +3

SRRM: Semantic Region Relation Model for Indoor Scene Recognition

1 code implementation15 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)

Relation Scene Recognition +1

Cannot find the paper you are looking for? You can Submit a new open access paper.