Dynamic Pose Diagnosis with BlazePose and LSTM for Spinal Dysfunction Risk Estimation
This contribution features a novel technique of abstracting dynamic heat-map as the sequential input to custom LSTMs and implements a spinal health index estimator using only an input video of patients performing predetermined tasks.
4th International Conference on Smart Systems and Inventive Technology (ICSSIT 2022)
Preprint + Acceptance
Rudramani Singha
Manan Lad
Gaurav Shipurkar
Anish Rohekar
Chandar Chauhan
Nilesh Rathod
Vehicle Speed Detection Using Multi-Branch Networks From Temporal Image Pairs
This paper presents an end-to-end learning-based system that utilizes a multi-branched network architecture to estimate the speed of vehicles from only two time-varied, unprocessed images. And further proposes an optimized method for dataset generation and license detection
4th International Conference on Smart Systems and Inventive Technology (ICSSIT 2022)
Preprint + Acceptance
Rudramani Singha
Manan Lad
Gaurav Shipurkar
Anish Rohekar
Chaitanya Thombare
Sunil Wankhade