Oriented repoints for aerial object detection
Witryna1、《 R2CNN：Rotational Region CNN for Orientation Robust Scene Text Detection 》 2、RRPN-《Arbitrary-Oriented Scene Text Detection viaRotation Proposals》 3、《R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object》 4、RR-CNN-《Rotated region based CNN for ship detection》 WitrynaCVF Open Access
Oriented repoints for aerial object detection
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Witryna3 lip 2024 · OrientedRepPoints. Oriented RepPoints employs a set of adaptive points to capture the geometric and spatial information of the arbitrary-oriented objects, … Witryna13 mar 2024 · Recently, object detection in aerial images has gained much attention in computer vision. Different from objects in natural images, aerial objects are often distributed with arbitrary orientation. Therefore, the detector requires more parameters to encode the orientation information, which are often highly redundant and …
WitrynaOrientated object detection in aerial images is still a challenging task due to the bird’s eye view and the various scales and arbitrary angles of objects in aerial images. Most current methods for orientated object detection are anchor-based, which require considerable pre-defined anchors and are time consuming. In this article, we … Witryna24 maj 2024 · Oriented RepPoints for Aerial Object Detection Authors: Wentong Li Jianke Zhu Abstract and Figures In contrast to the oriented bounding boxes, point set …
Witryna1 cze 2024 · Oriented object detection is one of the most fundamental and challenging tasks in remote sensing, aiming at locating the oriented objects of … WitrynaUnlike the mainstreamed approaches regressing the bounding box orientations, this paper proposes an effective adaptive points learning approach to aerial object …
Witryna25 kwi 2024 · RepPoints: Point Set Representation for Object Detection. Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Stephen Lin. Modern object detectors rely heavily …
Witryna25 gru 2024 · Based on the Oriented Reppoints detector with Swin Transformer backbone, the 3rd Place is achieved on the Task 1 and the 2nd Place is achieved on the Task 2 of 2024 challenge of Learning to Understand Aerial Images held on ICCV’2024. proclaimers fancy dressWitrynaIn contrast to the oriented bounding boxes, point set representation has great potential to capture the detailed structure of instances with the arbitrary orientations, large … proclaimers interviewWitryna25 kwi 2024 · RepPoints: Point Set Representation for Object Detection Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Stephen Lin Modern object detectors rely heavily on rectangular bounding boxes, such as anchors, proposals and the final predictions, to represent objects at various recognition stages. rehoboth parking servicesWitryna12 maj 2024 · 这个图也很清楚，典型的二阶段检测方法，作者主要是在backbone，rpn，align三个部分进行改进。 该论文的主要创新思路就是如何在检测过程中抓住旋转特征。 这篇论文主要使用了19年的几篇论文的技术，并进行改进，如 e2cnn, RoI transformer 作者首先说明了普通cnn层对平移的不变性，但对旋转不具备不变性和等变 … rehoboth parking ticketWitrynaOriented RepPoints for Aerial Object Detection. In contrast to the generic object, aerial targets are often non-axis aligned with arbitrary orientations having the … rehoboth park and rideWitryna10 wrz 2024 · Object detection in aerial images is important for a wide range of applications. The most challenging dilemma in this task is the arbitrary orientation of … proclaimers hay on wyeWitryna10 wrz 2024 · Abstract: Object detection in aerial images is important for a wide range of applications. The most challenging dilemma in this task is the arbitrary orientation of objects, and many deep-learning-based methods are proposed to address this issue. rehoboth parade