A survey of 3D object detection algorithms for intelligent vehicles developmentdoi:10.1007/s10015-021-00711-0With the rapid development of Artificial Intelligent algorithms on Computer Vision, 2D object detection has greatly succeeded and been applied in various industrial products. In the past several ...
[6].M. M. Rahman,Y. Tan, J. Xue, and K. Lu, “Recent advances in 3d object detection in the eraof deep neural networks: A survey,” TIP, 2019. [7].E. Arnold, O.Y. Al-Jarrah, M. Dianati, S. Fallah, D. Oxtoby, and A. Mouzakitis, “A survey on3d object detection method...
3D detection as multi-task learning,3D检测可以看作是一个多任务学习问题,因为它需要一起输出类标签、位置、维度和方向,可以动态调整每个任务的学习权重,以实现平衡学习。 联合训练,2D检测可以作为单目3D检测的辅助任务,并为神经网络提供额外的几何线索。额外的关键点估计任务可以进一步丰富CNN的特征,并利用估计的关键...
In many real-time applications such as autonomous driving and robotics, 3D object detection algorithms represented by PointPillars have great potential to ... HS Li,YL Lu - 《Multimedia Tools & Applications》 被引量: 0发表: 2024年 A Survey on Deep-Learning-Based LiDAR 3D Object Detection for...
This paper reviews the advances in 3D object detection for autonomous driving. First, we introduce the background of 3D object detection and discuss the challenges in this task. Second, we conduct a comprehensive survey of the progress in 3D object detection from the aspects of models and ...
When Object Detection Meets Knowledge Distillation: A Survey Object detection (OD) is a crucial computer vision task that has seen the development of many algorithms and models over the years. While the performance o... Z Li,P Xu,X Chang,... - 《IEEE Transactions on Pattern Analysis & Mac...
A Survey on Text Simplification. arXiv 2020 paper bib Punardeep Sikka, Vijay Mago Automatic Detection of Machine Generated Text: A Critical Survey. COLING 2020 paper bib Ganesh Jawahar, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan Automatic Story Generation: Challenges and Attempts. arXiv 2021 ...
# A survey of modern deep learning based object detection models #paper 1. paper-info 1.1 Metadata Author:: [[Syed Sahil Abbas Zaidi]], [[Mohammad Samar Ansari]], [[Asra Aslam]], [[Nadia Kanwal]], [[Mamoona Asghar]], [[Brian Lee]] 作者机构:: Keywords:: #CNN , #ObjectDetection ...
of deep learning algorithms for detection tasks, the performance of object detectors has been greatly improved.In order to understand the main development status of object detection pipeline thoroughly and deeply, in this survey, we analyze the methods of existing typical detection models and describe...
论文笔记:A Survey of Deep Learning-based Object Detection 论文地址: https://arxiv.org/abs/1907.09408arxiv.org/abs/1907.09408 这篇文章是关于物体识别领域的一篇综述性的文章,由于目标检测在计算机视觉领域的重要性,以及它在人类日常生活中广泛涉及所具有的挑战性,特别地,翻译总结一下这篇文章; ...