Resource-efficient, sensor-based human activity recognition with lightweight deep models boosted with attention

S Agac, OD Incel - Computers and Electrical Engineering, 2024 - Elsevier
With their automatic feature extraction capabilities, deep learning models have become
more widespread in sensor-based human activity recognition, particularly on larger …

Self-supervised anomaly detection and localization for X-ray cargo images: Generalization to novel anomalies

B Gaikwad, A Patra, CR Crawford, EL Miller - Engineering Applications of …, 2025 - Elsevier
Robust detection of illicit items using X-ray inspection methods has gained increasing
importance in recent years due to the large volume of cargo crossing international borders …

Self-Supervised Anomaly Detection and a New Benchmark for X-Ray Cargo Images

B Gaikwad, A Patra, C Crawford… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Robust detection of illicit items using X-ray inspection methods has gained increasing
importance in recent years due to the large volume of cargo crossing borders. Viewing this …

Amultistage Approach For Object Detection And Efficient Parsing Of Video Content

G Sharma, D Jatain, S Malik… - 2024 International …, 2024 - ieeexplore.ieee.org
This research paper aims to introduce a new system that can efficiently parse video content
by detecting and storing objects in each frame. The system utilizes advanced computer …