Author

A. S. Kushwaha

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Conference Aug 2026

ViTBN: A Vision Transformer with Batch Normalization for Crowd Behaviour and Anomaly Detection in Surveillance Videos

Intelligent crowd behaviour analysis is critical for modern video surveillance systems to enhance public safety and enable timely anomaly detection. This study presents ViTBN, a vision transformer-based framework augmented with batch normalization to improve feature robustness and the stability of training. The propose...

Ayushi Tiwari, A. S. Kushwaha · International Conference Com... · 0 citations

Conference Aug 2026

A Comprehensive Survey on Livestock Behavior Detection: From Traditional and Sensor-Based Methods to Deep Learning Approaches

Precise Livestock Farming (PLF) is reliant on basic Behavior diagnosis of livestock; since livestock's Behavior is well recognised for assessing their health, welfare and productivity. Manual observation and wearable sensor-based approaches are limited in scalability, subjectivity, ease of maintenance, and/or animal di...

Ishwar, A. S. Kushwaha · International Conference Com... · 0 citations

Conference Aug 2026

Occlusion-Aware GCN-Transformer Framework for Robust Skeleton-Based Human Activity Recognition

There has been a lot of development in “skeleton-based human activity recognition” due to its emphasis on human joint actions, which eliminates the effect of background noises such as lighting, body appearance changes, or other environmental aspects. However, there are limitations in the skeleton data that can be cause...

A. S. Kushwaha, M. Naik, Amit Baghel · International Conference Com... · 0 citations