preliminary object detection and segmentation using YOLOv8, 2) transformation of the segmented object into an embedding vector for matching with vectors in the available database based on 3D models.

Abstract: In this paper, we present a novel object ... a single model. Furthermore, we also exploit the additional information of the aspect ratio during the training of the Joint ...

In recent decades, image processing and computer vision models have played a vital role in moving object ... region-based convolutional neural network (RCNN), and RetinaNet. Li et al. (2021) ...

This repository includes the implentation of the methods in Representation Based Regression for Object ... 46.1 The left color images of object dataset and the corresponding training labels can be ...

Recently, several 3D object detection methods adopt IoU-based optimization ... IoU to model the intersection of two rotated 3D bounding boxes. This design is further set as the optimization target to ...