Understanding and Improving Channel Attention for Human Activity Recognition by Temporal-Aware and Modality-Aware Embedding

Author:

Han Chaolei1ORCID,Zhang Lei1ORCID,Tang Yin1ORCID,Xu Shige1ORCID,Min Fuhong1ORCID,Wu Hao2ORCID,Song Aiguo3ORCID

Affiliation:

1. School of Electrical and Automation Engineering, Nanjing Normal University, Nanjing, China

2. School of Information Science and Engineering, Yunnan University, Kunming, China

3. School of Instrument Science and Engineering, Southeast University, Nanjing, China

Funder

National Science Foundation of China

Industry-Academia Cooperation Innovation Fund Projection of Jiangsu Province

Natural Science Foundation of Jiangsu Province

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Instrumentation

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2. BiSPD-YOLO: Surface Defect Detection Method for Small Features and Low-resolution Images;2023 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM);2023-06-28

3. Modaldrop: Modality-Aware Regularization for Temporal-Spectral Fusion in Human Activity Recognition;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04

4. Attention Mechanism-Based Bidirectional Long Short-Term Memory for Cycling Activity Recognition Using Smartphones;IEEE Access;2023

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