3 papers
cs.CV2026
Unsupervised Detection of Entry and Exit Regions from Vehicle Trajectories for Camera-Agnostic Turning Movement Counts
Parikshit Singh Rathore, Vishwajeet Pattanaik, Punit Rathore
Turning movement counts are essential for intersection-level traffic management, yet their collection remains predominantly manual due to the cost of per-camera region annotation.…
cs.CV2024
STEAM: Squeeze and Transform Enhanced Attention Module
Rishabh Sabharwal, Ram Samarth B B, Parikshit Singh Rathore +1
Channel and spatial attention mechanisms introduced in earlier work enhance the representational capabilities of deep convolutional neural networks (CNNs) but often increase parame…
cs.CV2023
QWID: Quantized Weed Identification Deep neural network
Parikshit Singh Rathore
In this paper, we present an efficient solution for weed classification in agriculture. We focus on optimizing model performance at inference while respecting the constraints of th…