WebYawning is an important indicator of drivers’ drowsiness or fatigue. Techniques for automatic detection of driver’s yawning have been developed for use as a component of driver fatigue monitoring system. However, detecting driver’s yawning event accurately in real-time is still a challenging task, in particular in applications such as driver fatigue … WebMar 18, 2024 · The convention standard for object detection uses a bounding box to represent each individual object instance. However, it is not practical in the industry …
Frontiers Improving the Robustness of Object Detection Through …
WebNov 3, 2024 · As the crowd-sourcing labeling process and the ambiguities of the objects may raise noisy bounding box annotations, the object detectors will suffer from the … WebFeb 11, 2024 · For example, cat and dog in the images below are camouflaged with the rug they are sitting/lying on. In these cases, object detector will face challenges detecting the cats and dogs. Left ( Source ), Middle ( Source ), Right ( Source) Left ( Source ), Middle ( Source ), Right ( Source) 6. Intra-class variation. handle cane
A Robust Learning Approach to Domain Adaptive Object …
WebRobust Object Detection With Inaccurate Bounding Boxes. In ECCV, 2024. [Paper] Shuaiyuan Du$^1$, Kewei Wang$^1$, Zhiguo Cao. From Characteristic Response to Target Edge … WebWe propose a robust object detection framework that is re-silient to noise in bounding box class labels, locations and size annotations. To adapt to the domain shift, the model ... instances detected in the target domain may be inaccurate, a robust detection framework (which accommodates these inaccuracies) must be used during retraining. bus honiton