Scale-Balanced Real-Time Object Detection With Varying Input-Image Resolution
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3198329
Abstract: Current object-detection methods for small-scale objects are often marred by poor performance. Using relatively high-resolution input images can be considered a remedy for this issue, but it usually leads to performance degeneration for large-scale objects.… read more here.
Keywords: scale objects; performance; detection; resolution ... See more keywords
A Multibranch Object Detection Method for Traffic Scenes
Sign Up to like & getrecommendations! Published in 2019 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2019/3679203
Abstract: The performance of convolutional neural network- (CNN-) based object detection has achieved incredible success. Howbeit, existing CNN-based algorithms suffer from a problem that small-scale objects are difficult to detect because it may have lost its… read more here.
Keywords: object detection; traffic; detection; traffic scenes ... See more keywords