Furthermore, the ability of a deep neural network to directly learn feature representation from images has significantly improved object detection models. The present survey analyzes and systematically provides a comprehensive overview of typical two-stage object detection methods with deep learning and ...
Disentangled Interaction Representation for One-Stage Human-Object Interaction Detection Human-Object Interaction (HOI) detection is a core task for human-centric image understanding. Recent one-stage methods adopt a transformer decoder to coll... X Zhong,C Ding,Y Hu,... 被引量: 0发表: 2023年...
2.1. Deep architectures for object detection Recently, deep learning based object detection methods are popularized by two-stage and one-stage detectors. Two-stage detectors generate a set of region proposals, and then refine them by region-wise classification and regression. To reduce redundant compu...
Is there anyway to avoid repetitive class instantiations for all methods in the cpp file? Is there any way in which to simplify the explicit statement of the class when implementing methods in the cpp file that was previously contracted in the h file? Something like... There isn't, but a...
CPN is an anchor-free, two-stage detector which gets trained from scratch. On the MS-COCO dataset, CPN achieves an AP of 49.2%, which is competitive among state-of-the-art object detection methods. In the scenarios that require faster inference speed, CPN can be further accelerated by prop...
1. Introduction Deep neural networks (DNNs) have caused a major leap in object detection accuracy. State-of-the-art DNN-based object detection algorithms can be broadly classified into one-stage and two-stage methods. One-stage object detec- tors (e.g.,...
www.dictall.com|基于3个网页 3. 两步法 Tsai 提出的两步法(two-stage method) 使用直接线性变换 (DLT)来计算出大部分参数,而剩余的参数通过非线性搜索来得 到。Ts… www.docin.com|基于 1 个网页 更多释义 例句
Object pose estimation from an RGB image has recently become a common problem owing to its widespread application. The advent of convolutional neural networks has impelled significant progress in object detection. However, most available methods do not involve a category-level pose estimation approach....
Two-stage methods have dominated Human-Object Interaction (HOI) detection for several years. Recently, one-stage HOI detection methods have become popular. In this paper, we aim to explore the essential pros and cons of two-stage and one-stage methods. With this as the goal, we find that ...
Paper tables with annotated results for Corner Proposal Network for Anchor-free, Two-stage Object Detection