6 papers
Efficient Human Pose Estimation: Leveraging Advanced Techniques with MediaPipe
Sandeep Singh Sengar, Abhishek Kumar, Owen Singh
This study presents significant enhancements in human pose estimation using the MediaPipe framework. The research focuses on improving accuracy, computational efficiency, and real-…
VigilEye -- Artificial Intelligence-based Real-time Driver Drowsiness Detection
Sandeep Singh Sengar, Aswin Kumar, Owen Singh
This study presents a novel driver drowsiness detection system that combines deep learning techniques with the OpenCV framework. The system utilises facial landmarks extracted from…
Robust compressive tracking via online weighted multiple instance learning
Sandeep Singh Sengar
Developing a robust object tracker is a challenging task due to factors such as occlusion, motion blur, fast motion, illumination variations, rotation, background clutter, low reso…
Generative Artificial Intelligence: A Systematic Review and Applications
Sandeep Singh Sengar, Affan Bin Hasan, Sanjay Kumar +1
In recent years, the study of artificial intelligence (AI) has undergone a paradigm shift. This has been propelled by the groundbreaking capabilities of generative models both in s…
RepVGG-GELAN: Enhanced GELAN with VGG-STYLE ConvNets for Brain Tumour Detection
Thennarasi Balakrishnan, Sandeep Singh Sengar
Object detection algorithms particularly those based on YOLO have demonstrated remarkable efficiency in balancing speed and accuracy. However, their application in brain tumour det…
BetterNet: An Efficient CNN Architecture with Residual Learning and Attention for Precision Polyp Segmentation
Owen Singh, Sandeep Singh Sengar
Colorectal cancer contributes significantly to cancer-related mortality. Timely identification and elimination of polyps through colonoscopy screening is crucial in order to decrea…