Fast vehicle logo detection in complex scenes

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August undefined, 2024

WebAutomatic identification for vehicles is an important topic in the field of Intelligent Transportation Systems (ITS), and the vehicle logo is one of … 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 …

Vehicle Logo Recognition with Small Sample Problem in …

WebApr 5, 2024 · The vehicle logo detection training finally took 53 h when two GPUs were used. As shown in Table 5, compared with the IoU loss, the value of the mAP0.5 calculated by the IoAverage loss has a slight increase of 0.1%. The main reason is that VLD100K-61 is a large and diverse dataset. ... S. Yang et al., Fast vehicle logo detection in complex ... 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 … feeling the same clinton fearon

An Integrative Approach to Accurate Vehicle Logo Detection

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 … WebJul 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 ... WebLijun Chen's 3 research works with 31 citations and 943 reads, including: Multi-Scale Vehicle Logo Detector. ... Fast vehicle logo detection in complex scenes. Article. Aug 2024; Yang Shuo; feeling thermometer printable

Research on vehicle license plate recognition ... - ScienceDirect

WebDec 13, 2014 · Vehicle logo recognition is quite a challenging task considering the low resolution of the logos, the wide range of variability in illumination and the interference of the air-intake grille. However, our system, assessed on a set of 1386 vehicle images that belong to 15 distinctive vehicle manufactures, proves to be reliable and efficient under ... 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 … define integrating factorWebApr 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 … define integrated facilities management

"WebFast vehicle logo detection in complex scenes. Full Text More Vehicle Logo sentence examples. 10.1109/WiSPNET45539.2024.9032733. Vehicle logo recognition systems has a significant role in applications such as traffic monitoring, security system and … " - Fast vehicle logo detection in complex scenes

Fast vehicle logo detection in complex scenes

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: … WebOct 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 the VLD task and solve the small object ...

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WebNov 6, 2024 · The detection of vehicle license plates and the recognition of vehicle manufacturers are crucial components in these systems [3], [4]. In the recognition process, the vehicle logo is certainly the clearest indicator of a vehicle’s manufacturer [5], as vehicle logos with the same maker usually have a unique and standard visual design. WebApr 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 …

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 … WebJunxing Zhang's 25 research works with 115 citations and 1,806 reads, including: AMTSet: a benchmark for abrupt motion tracking

WebSep 30, 2024 · This paper proposes an improved SSD(single shot mutlibox detector) algorithm for the fast detection of vehicles in traffic scenes. MobileNet v2 is selected … WebFeb 1, 2024 · Single Stage Vehicle Logo Detector Based on Multi-Scale Prediction. Improved detection precision of the vehicle logo detection model and anti-interference …

WebSecond, we construct a new VLD dataset known as VLD-30, which encourages us to develop a data-driven training method and improve the detection accuracy. …

WebApr 1, 2024 · Ten thousand images are used as training models, and 1000 test models are used. Depending on the respective manufacturer, 400 images are used as training models and 200 images as test models. According to the vehicle logo detection algorithm, the vehicle logo is located from the video surveillance screen and is stored and sorted due … feeling thermometer focusWebFeb 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 … feeling thermometer therapist aidWebNov 1, 2024 · Logo detection in images and videos is considered a key task for various applications, such as vehicle logo detection for traffic-monitoring systems, copyright infringement detection, and contextual content placement. ... S. Yang, J. Zhang, C. Bo, M. Wang, and L. Chen, "Fast vehicle logo detection in complex scenes," Optics & Laser … define integrated product teamWeb, A multilayer pyramid network based on learning for vehicle logo recognition, IEEE Trans. Intell. Transp. Syst. 22 (5) (2024) 3123 – 3134. Google Scholar [8] Yang S., Zhang J., Bo … define integrated marketing communicationsWebBrandCrowd has hundreds of fast car logos that you can customized in just a few clicks. You can try the fast car logo maker for free! 1. Browse the library of professionally … feeling thermometer worksheetWebMar 22, 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 the VLD task and solve the small object ... feeling thermometer example feeling thermometer psychology