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Aryaman Gupta

2 accepted papers

2024

Detecting and Mitigating System-Level Anomalies of Vision-Based Controllers

ICRA 2024poster

Autonomous systems, such as self-driving cars and drones, have made significant strides in recent years by leveraging visual inputs and machine learning for decision-making and control. Despite their impressive performance, these vision-based controllers can make erroneous predictions when faced wit…

Cited by 5SourcecodeScholar
2019

Nose, Eyes and Ears: Head Pose Estimation by Locating Facial Keypoints

ICASSP 2019accepted

Monocular head pose estimation requires learning a model that computes the intrinsic Euler angles for pose (yaw, pitch, roll) from an input image of human face. Annotating ground truth head pose angles for images in the wild is difficult and requires ad-hoc fitting procedures (which provides only co…

Cited by 0SourceScholar