… Zheng et al., "Enhancinggeometricfactors in modellearning and inference for object detection and instance segmentation," IEEE Transactions on Cybernetics, vol. 52, no. 8, pp. …
… For examples, photometric distortions and geometric distortions are two … only increase the inference cost by a small amount but can significantly improve the accuracy of objectdetection, …
… the training model,improve the accuracy of the algorithm, and achieve faster identification of the … You only look once:unified,real-time objectdetection[C]. IEEE Conference on Computer …
… version of Linux environment in this study. The industrial IPC, the … The main purpose of this paper is to develop a recognition … establish a set of objectrecognition and gripping system. …
… 1997] inferobject centers based on local image features in a … also made to improve performance of detection methods. These … and advances in visual objectdetection in Section 2.3 …
… Abstract: To address the low detection accuracy and poor … objectdetection network YOLO-MIR(YOLO for multiscale IR images) for infrared images is proposed. First, to increase the …
… choose deep-learning techniques to improve the credibility … improvement reducing much training time and inference time. … for objectdetection and can also be applied in face detection. …
… quickly capture multi-scale features of the object. The model introduces a small object detection layer to increase the original three scale detection layer to four scale. It …
… a few representative algorithms for objectdetection and labeling. … study the way to combine image analysis with the inference … In order to improve the performance, some region-level …