Fast vehicle logo detection in complex scenes
WebThis work presents a novel method for fast and accurate vehicle logo detection (VLD) in complex scenes. First, we modify the original YOLOv3 model for the VLD task and … WebOct 20, 2024 · A vehicle logo occupies a small proportion of a car and has different shapes. These characteristics bring difficulties to machine-vision-based vehicle logo detection. To improve the accuracy of vehicle logo detection in complex backgrounds, an improved YOLOv4 model was presented. Firstly, the CSPDenseNet was introduced …
Fast vehicle logo detection in complex scenes
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WebFeb 1, 2024 · Vehicle logo detection in still images has drawn much attention in the last decade and many algorithms have been done to solve this problem [7], [8], [9]. These …
WebApr 1, 2013 · Fast vehicle logo detection in complex scenes. 2024, Optics and Laser Technology. Show abstract. Vehicle logo detection has received considerable attention due to its many applications, such as brand reputation measurement and vehicle monitoring. Deep-learning algorithms, such as you only look once (YOLO) and faster … WebJul 15, 2016 · Vehicle detection and annotation for streaming video data with complex scenes is an interesting but challenging task for urban traffic surveillance. In this paper, we present a fast framework of Detection and Annotation for Vehicles (DAVE), which effectively combines vehicle detection and attributes annotation. DAVE consists of two …
WebFeb 13, 2024 · The existing object detection systems for vehicle logo detection cannot account for the detection accuracy of large and small-scale objects. ... and used DL methods that are based on data optimization for vehicle logo in complex scenes. Liu ... A fast coarse-to-fine vehicle logo detection and recognition method. Proc ROBIO: … WebApr 9, 2013 · Vehicle logo detection from images captured by surveillance cameras is an important step towards the vehicle recognition that is required for many applications in …
WebJul 1, 2024 · [8] Zhang F K, Yang F. and Li C. 2024 Fast vehicle detection method based on improved YOLOv3[J] Computer Engineering and Applications 55 12-20. Google Scholar [9] Shuo Y, Zhang J X, Bo C J, Wang M and Chen L J 2024 Fast vehicle logo detection in complex scenes[J] Optics and Laser Technology. Google Scholar
WebMar 1, 2024 · Vehicle logo detection is an important research problem in the recognition of vehicle information. With the deepening of research on object detection, detection algorithms for small-scale objects for increased investment in research have become a trend. Vehicle logo is also an ideal target for small-scale object detection in complex … scurlock bathWebJul 9, 2024 · In order to enrich the position diversity of vehicle logo in the image, we propose Gaussian Distribution Segmentation method, and the result shows that this method is very effective. The F1 value ... scurlock drive neylandWebAug 1, 2024 · This work presents a novel method for fast and accurate vehicle logo detection (VLD) in complex scenes. First, we modify the original YOLOv3 model for … pdf whizWebMar 30, 2024 · Abstract Logo detection has a wide range of applications in the multimedia field, ... Compared with other types of images, logo images in the real world have … pdf why don\\u0027t we sell the clubWebJunxing Zhang's 25 research works with 115 citations and 1,806 reads, including: AMTSet: a benchmark for abrupt motion tracking scurlock catering pittsboroWebFeb 19, 2024 · The logos in still images are generally clear. However, in the real-time complex scene, the vehicle logo is often deformed and blurred due to the effects of illumination variations and the camera angle. ... including Faster-RCNN and YOLO. Faster-RCNN is a fast two-stage detector and has a good performance for the object … scurlock collectionWebApr 18, 2024 · Fast Car Logo Ident is After effects template to boost your auto mobile, gears and business and blogs and vlogs through this dynamic and energetic video … pdf whitner