Gliding vertex on the horizontal bounding box
WebDec 17, 2024 · 《Gliding vertex on the horizontal bounding box for multi-oriented object detection》 是华中科大白翔老师的新作，发表于2024年11月21号。 该文章是用来做物体检测的，有意思的是发挥了白翔老师在OCR方面的特长。 一般的物体检测都是使用一个非旋转矩形来表示一个物体，文章认为对于长条形的物体（例如斜着的中文句子，航拍的船舶 … WebGliding Vertex on the Horizontal Bounding Box for Multi Oriented Object DetectionIEEE PROJECTS 2024-2024 TITLE LISTMTech, BTech, B.Sc, M.Sc, BCA, MCA, M.Phil...
Gliding vertex on the horizontal bounding box
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WebArbitrarily oriented object detection has recently attracted increasing attention for its wide applications in remote sensing. However, it is still a challenge for detection algorithms because of complex scenes, small size, rotation, densely parked. And angle discontinuity at the boundary is an important factor restricting model performance. In this paper, we … WebFeb 18, 2024 · Instead of directly regressing the four vertices, we glide the vertex of the horizontal bounding box on each corresponding side to accurately describe a multi-oriented object. Specifically,...
WebInstead of directly regressing the four vertices, we glide the vertex of the horizontal bounding box on each corresponding side to accurately describe a multi-oriented … WebOct 13, 2024 · Experimental results show that H2RBox has significant performance and speed advantages over horizontal box-supervised instance segmentation methods, as well as lower memory requirements. While ...
WebMar 9, 2024 · BBAVector [49] and PolarDet [51] represent the bounding box in coordinate systems. CFA [7] proposes a convex hull representation method. Gliding Vertex [38] predicts quadrilateral by learning the offset of the four corners of the horizontal bounding boxes. RIL [21] adopts the Hungarian loss. WebDec 23, 2024 · The target line segments of our model are defined as two corresponding middle lines of original rotating bounding box annotations which can be transformed directly instead of additional manual tagging. Experiments show that our O^2-DNet achieves excellent performance on ICDAR 2015 and DOTA datasets.
WebObjects in aerial images usually have arbitrary orientations and are densely located over the ground, making them extremely challenge to be detected. Many of recent developed methods attempt to solve these issues by estimating an extra orientation parameter and placing dense anchors, which will result in high model complexity and computational …
WebThe instances can be precisely perceived by gliding the vertex of each horizontal bounding-box on the side, rather than directly realizing the regression of four vertices; Wu et al. (2024) explored to learn robust visual features by distinguishing the domain-invariant descriptions from the highly localized patches. In response, a progressively ... cheap flights from chicago to lima peruWebShow a bounding box around a city, state, country, or zipcode using geocoding. To display a bounding box around anything on a map first enter the name of a country, state, city, … cvs pharmacy on belcher and main st dunedinWebNov 21, 2024 · Instead of directly regressing the four vertices, we glide the vertex of the horizontal bounding box on each corresponding side to accurately describe a multi … cvs pharmacy on bel pre rdWebNov 21, 2024 · Gliding vertex on the horizontal bounding box for multi-oriented object detection November 2024 Project: Object Detection; Scene Text Recognition; Deep Learning cvs pharmacy on baseline in san bernardinoWebMay 23, 2024 · I think, you need not bounding boxes, but city boundaries. Because with bounding boxes your analysis will be very rough, and to get a bounding box you … cvs pharmacy on belle chasse hwyWebFeb 26, 2024 · Gliding vertex on the horizontal bounding box for multi-oriented object detection. IEEE transactions on pattern analysis and machine intelligence, 43(4), 1452–1459. Kim, B., Lee, J., Lee, S., Kim, D., Kim, J. (2024). Tricubenet: 2d kernel-based object representation for weakly-occluded oriented object detection. In: Proceedings of … cvs pharmacy on bee caves rd austin txWebSpecifically, we propose to glide each vertex of the horizontal bounding box on the corresponding side to accurately describe a multi-oriented object. This results in a novel … cvs pharmacy on baseline and medical center