Surround-view fisheye camera perception for automated driving: Overview, survey & challenges
Surround-view fisheye cameras are commonly used for near-field sensing in automated
driving. Four fisheye cameras on four sides of the vehicle are sufficient to cover 360° around …
driving. Four fisheye cameras on four sides of the vehicle are sufficient to cover 360° around …
SynWoodScape: Synthetic surround-view fisheye camera dataset for autonomous driving
Surround-view cameras are a primary sensor for automated driving, used for near-field
perception. It is one of the most commonly used sensors in commercial vehicles primarily …
perception. It is one of the most commonly used sensors in commercial vehicles primarily …
X-Align: Cross-Modal Cross-View Alignment for Bird's-Eye-View Segmentation
Abstract Bird's-eye-view (BEV) grid is a common representation for the perception of road
components, eg, drivable area, in autonomous driving. Most existing approaches rely on …
components, eg, drivable area, in autonomous driving. Most existing approaches rely on …
Robust data augmentation and ensemble method for object detection in fisheye camera images
In recent years traffic surveillance systems have begun leveraging fisheye lenses to
minimize the requisite number of cameras for comprehensive coverage of streets and …
minimize the requisite number of cameras for comprehensive coverage of streets and …
Optical flow for autonomous driving: Applications, challenges and improvements
Optical flow estimation is a well-studied topic for automated driving applications. Many
outstanding optical flow estimation methods have been proposed, but they become …
outstanding optical flow estimation methods have been proposed, but they become …
Adversarial attacks on multi-task visual perception for autonomous driving
Deep neural networks (DNNs) have accomplished impressive success in various
applications, including autonomous driving perception tasks, in recent years. On the other …
applications, including autonomous driving perception tasks, in recent years. On the other …
Improved wearable devices for dietary assessment using a new camera system
An unhealthy diet is strongly linked to obesity and numerous chronic diseases. Currently,
over two-thirds of American adults are overweight or obese. Although dietary assessment …
over two-thirds of American adults are overweight or obese. Although dietary assessment …
An online learning system for wireless charging alignment using surround-view fisheye cameras
Electric Vehicles are increasingly common, with inductive chargepads being considered a
convenient and efficient means of charging electric vehicles. However, drivers are typically …
convenient and efficient means of charging electric vehicles. However, drivers are typically …
Resilience of Spatial Environment Perception Towards Fully Automated Driving: A Review
Advanced driver assistance systems (ADASs) rely heavily on the resilient spatial perception
of the surrounding environment of vehicles enabled by sensor systems, such as radio …
of the surrounding environment of vehicles enabled by sensor systems, such as radio …
Impact of Video Compression Artifacts on Fisheye Camera Visual Perception Tasks
Autonomous driving systems require extensive data collection schemes to cover the diverse
scenarios needed for building a robust and safe system. The data volumes are in the order …
scenarios needed for building a robust and safe system. The data volumes are in the order …