WebThe anchor-free approach is also applied to pedestrian detection. CSP [16] extracts and combines semantic fea-tures of multiple scales to predict the center and height of a pedestrian. Regarding the evaluation on CityPersons [29] and Caltech [5], it achieves state-of-the-art performance in terms of the log-average miss rate (LAMR). WebFeb 25, 2024 · This paper presents a method based on improved Cross Stage Partial (CSP) network. Firstly, the original backbone network Resnet50 of CSP is replaced by Resnet101, which better extracts features and solve the problem of pedestrian detection with occlusion. Secondly, a channel-based and compressed attention mechanism is …
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WebAbstract: Pedestrian detection is an important computer vision algorithm in advanced driver assistance systems (ADAS). In this paper, we propose a deep learning-based pedestrian detection method that is specialized for ADAS. The proposed model improves both accuracy and processing speed by applying a convolutional block attention module … WebSep 21, 2024 · There are still many pressing problems in pedestrian detection, such as difficulty in detection due to severe pedestrian occlusion, difficulty in detecting small … husqvarna titanium force trimmer line .080
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WebarXiv.org e-Print archive WebPedestrian detection is an important task in autonomous surveillance systems. Despite the rapid progress in pedestrian detection field, detecting occluded pedes ... which facilitates the training process. The final decision is made based on the four MB-CSP branches outputs, using a proposed fusing method, named Boosted Identity Aware-Non ... WebThe general-purpose object detection and target-specific object detection have different requirements and leads to different SOTA architecture. The general purpose object detection has to accommodate wide range of sizes and aspect ratios, but special purpose ones require fast inference time (pedestrian detection, etc) but appearances of objects ... husqvarna titanium force string trimmer line