Dual-aligned oriented detector

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August undefined, 2024

WebNov 3, 2024 · Dual-Aligned Oriented Detector双向对齐旋转检测器【论文学习】Dual-Aligned Oriented Detector pinfan12138 于 2024-11-03 21:25:29 发布 259 收藏 WebMay 7, 2024 · In this paper, we aim at developing a new arbitrary-oriented end-to-end object detection method to further push the frontier of object detection for remote sensing image. The proposed method comprehensively takes into account multiple strategies, such as attention mechanism, feature fusion, rotation region proposal as well as super …

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WebOct 5, 2024 · Oriented object detection is a practical and challenging task in remote sensing image interpretation. Nowadays, oriented detectors mostly use horizontal boxes as … WebIn this paper, we present a two-stage oriented object detection method, termed Dual-aligned Oriented Detector (DODet), towards evading the aforementioned spatial and feature misalignments. In DODet, the first stage is an Oriented Proposal Network (OPN), which generates high-quality oriented proposals via a novel representation scheme of ... probability distribution solved problems

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WebAug 28, 2024 · The UAV-ROD dataset can be used in rotating object detection, vehicle orientation recognition, and object counting tasks. Extensive experiments on the UAV-ROD dataset and four datasets demonstrate that our method achieves competitive performance against most state-of-the-art methods. Introduction WebProtect Your Home with ADT Security, the Leader in Home Alarm Systems. Call 855-497-8573 for Your Risk-Free Quote and Join America’s #1 Home Alarm Provider Today! probability distributions on banach spaces

Translation, Scale and Rotation: Cross-Modal Alignment Meets

Arbitrary-oriented object detection via dense feature fusion and ...

WebYanqing Yao's 4 research works with 74 citations and 751 reads, including: Dual-Aligned Oriented Detector WebCheng “Dual-aligned oriented detector ” IEEE Trans. Geosci. Remote Sens. vol. 60 pp. 1–11 2024. 5. J. Chen J. Zhu Y. Guo G. Sun Y. Zhang and M. Deng “Unsupervised domain adaptation for semantic segmentation of high-resolution remote sensing imagery driven by category-certainty attention ” IEEE Trans. Geosci. probability distribution summaryWebDual-aligned Oriented Detector Gong Cheng, Yanqing Yao, Shengyang Li, Ke Li, Xingxing Xie, Jiabao Wang, Xiwen Yao, ... Anchor-free Oriented Proposal Generator for Object … probability distributions ppt

"WebDec 10, 2024 · 5. Conclusion. In this paper, we propose a one-stage object detection framework, Dual-Det, which is a real-time keypoint-based detector for oriented objects … " - Dual-aligned oriented detector

Dual-aligned oriented detector

WebOct 27, 2024 · The non-rigid cattle individuals are annotated by real oriented bounding boxes (ROBB) whose orientations are aligned with intrinsic cattle body direction and in the range [0,2\pi ) We propose an orientation-sensitive IOU algorithm and angle-related loss, and implement an oriented object detector by extending YOLOv1. Webbased rotated object detectors have one-stage and two-stage approches similar to horizontal object detectors. RoI Transformer[2] proposes a RRoI learner to predict the off-sets of Rotated Ground Truths (RGTs) relative to pre-dicted HRoI. Oriented R-CNN[20] designs a lightweight oriented RPN to generate high-quality oriented proposals.

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WebDual-Aligned Oriented Detector. Article. Jan 2024; Gong Cheng; Yanqing Yao; ... Nowadays, oriented detectors mostly use horizontal boxes as intermedium to derive oriented boxes from them. However ... WebFeb 24, 2024 · Through a novel Alignment Convolution, convolutional features can be aligned according to anchor boxes. The DDM produces orientation-sensitive feature and reconstructs orientation-invariant features to alleviate inconsistency between classification and localization accuracy.

Web‪Northwestern polytechnical university‬ - ‪‪Cited by 89‬‬ - ‪object detection‬ - ‪remote sensing images‬ - ‪deep learning‬ - ‪convolutional nural networks‬ Webadshelp[at]cfa.harvard.edu The ADS is operated by the Smithsonian Astrophysical Observatory under NASA Cooperative Agreement NNX16AC86A

WebJan 1, 2024 · Cheng et al. [13] proposed Dual-aligned Oriented Detector (DODet) to solve feature misalignment problems between classification and localization in remote sensing … Web@unpublished{DODet, author = "Yao, Yanqing and Cheng, Gong and Wang, Guangxing and Li, Shengyang and Zhou, Peicheng and Han, Junwei", title = "On Improving …

WebMar 1, 2024 · In this article, we present a two-stage oriented object detection method, termed dual-aligned oriented detector (DODet), toward evading the aforementioned problems of spatial and feature ...

WebAug 28, 2024 · Rotating object detection has recently attracted increasing attention in aerial photographs, remote sensing images, etc. In this paper, we propose a rotating object … probability distribution pythonWebAug 28, 2024 · Dual-aligned oriented detector (DODet) [28] can generate high-quality rotated proposals and alleviate the feature misalignment between classification and localization. Unlike the anchor-based method, Cheng et al. [29] propose a novel Anchor-free Oriented Proposal Generator (AOPG) that totally removes all horizontal boxes in the … probability distribution table examplesWebAug 17, 2024 · TOOD: Task-aligned One-stage Object Detection. One-stage object detection is commonly implemented by optimizing two sub-tasks: object classification and localization, using heads with two parallel branches, which might lead to a certain level of spatial misalignment in predictions between the two tasks. In this work, we propose a … probability distribution sampleWebJan 1, 2024 · In this article, we focus on two issues that hinder the performance of the two-stage oriented detectors: 1) the notorious boundary discontinuity problem, which would result in significant loss... probability distribution research paperWebApr 7, 2024 · Dependency-oriented detectors that leverage inter-attribute correlations are discussed in Sect. 6.4. The issue of choosing evaluation parameters is discussed in Sect. 6.5. Section 6.6 introduces TRINITY, which is an ensemble method composed of three different types of base detectors. probability distribution standard deviationWebNov 3, 2024 · 我们提出的DODet是一个两阶段的面向对象检测器，由一个OPN和一个LDH组成。在第一阶段，我们引入了一种新颖的定向边界盒描述方法，以生成高质量的旋转建议。这种方法可以有效地处理水平建议和定向物体之间的空间错位问题。在第二阶段，我们利用通过框回归子网预测的边界框来指导分类分支以获得更多的判别性特征 … probability distributions binomial and normalWebNov 6, 2024 · 2.1 Oriented Object Detection. Aerial images are the main application scenarios of the rotation detectors. Xia et al. [] construct a large-scale object detection … probability distribution table creator