Semi-supervised subject recognition in low-modal sensor data

• Published in: Ad hoc networks Vol. 115; p. 102472
• Main Authors: Tiwari, Shivam, Dhekane, Sourish Gunesh, Vajra, Krishnam, Banerjee, Dip Sankar
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 15.04.2021
• Subjects: Pseudo label generation; Semi-supervised learning; Subject Recognition; Transfer learning; Subject Recognition; Semi-supervised learning; Pseudo label generation; Transfer learning

Subject Recognition (SR) refers to the task of identifying persons performing activities in a smart environment using the data captured by the sensors installed in it. The existing literature mainly concentrates on supervised SR using the sensor data captured through multiple modalities. However, ma...