A few years back, when the image processing hardware and software were created, it was limited, and most of the time, object detection would fail., But as with time, the advancement in technology has significan
Why Object Detection Is Important Object detection, a key technology used in advanced driver assistance systems (ADAS), enables cars to detect driving lanes and pedestrians to improve road safety. Object detection is also an essential component in applications such as visual inspection, robotics, ...
[64].Y. Wang, W.-L. Chao, D. Garg,B. Hariharan, M. Camp- bell, and K. Q. Weinberger, “Pseudo-lidar from visualdepth estimation: Bridging the gap in 3d object detection for autonomousdriving,” in CVPR, 2019. [65].Y. You, Y. Wang, W. Chao, D.Garg, G. Pleiss, B. Hari...
2021, Artificial Intelligence for Future Generation RoboticsTad Gonsalves, Jaychand Upadhyay Review article A review of video surveillance systems 6.3 Motion detection Motion detection is a very important task for many computer vision applications especially in video surveillance systems analysis. Its purpose...
Labeling Ground Truth for Object Detection From the series: Perception Quality ground truth data is crucial for developing algorithms for autonomous systems. To generate quality ground truth data, Sebastian Castro and Connell D'Souza demonstrate how to use...
The importance of object detection within computer vision, especially in the context of detecting small objects, has notably increased. This thorough survey extensively examines small object detection across various applications, consolidating and outlining the available methodologies. Traditional papers on sma...
Object detection and object recognition are similar techniques for identifying objects, but they vary in their execution.Object detectionis the process of finding instances of objects in images. In the case of deep learning, object detection is a subset of object recognition, where the object is ...
The unmanned aerial vehicle (UAV) city patrol is of great significance in ensuring the safety of residents’ lives and properties, as well as maintaining the normal operation of the city. However, the detection of UAV images faces challenges such as numerous small-scale objects, complex background...
Benefitting from the naturally evolved tactile sensing organs (Eimer’s organs) on the 22 epidermal appendages around the nostrils, the star-nosed mole combines the senses of touch and smell together perfectly for rapid detection and predation in dark underground environments with little contribution ...
Benefiting from this modular design, we can reuse a mass of existing works which have been proved effective in other areas and still expect a long way to upgrade this paradigm specific for the task of 3D object detection. Though simple in constructing the framework of BEVDet, it is non...