Výsledky vyhledávání - "Object-detection algorithms"

Overview of two-stage object detection algorithms Autor Du, Lixuan, Zhang, Rongyu, Wang, Xiaotian

“… This paper reviews two-stage object detection algorithms used at this stage, explaining in detail the working principles of Faster R-CNN, R-FCN, FPN, and Casecade R-CNN and analyzing the similarities…”
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Enhanced safety implementation in 5S + 1 via object detection algorithms Autor Shahin, Mohammad, Chen, F. Frank, Hosseinzadeh, Ali, Khodadadi Koodiani, Hamid, Bouzary, Hamed, Shahin, Awni

“… This paper aims to show how Industry 4.0 technologies such as computer-based vision and object detection algorithms can help implement the 6 th S in 5S…”
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2D and 3D object detection algorithms from images: A Survey Autor Chen, Wei, Li, Yan, Tian, Zijian, Zhang, Fan

“… on object detection in 3D scenes more active. Although LiDAR-based 3D object detection algorithms have excellent performance…”
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Analyzing the secondary wastewater-treatment process using Faster R-CNN and YOLOv5 object detection algorithms Autor Inbar, Offir, Shahar, Moni, Gidron, Jacob, Cohen, Ido, Menashe, Ofir, Avisar, Dror

“…The activated sludge (AS) process is the most common type of secondary wastewater treatment, applied worldwide. Due to the complexity of microbial communities,…”
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Loess Landslide Detection Using Object Detection Algorithms in Northwest China Autor Ju, Yuanzhen, Xu, Qiang, Jin, Shichao, Li, Weile, Su, Yanjun, Dong, Xiujun, Guo, Qinghua

“…Regional landslide identification is important for the risk management of landslide hazards. The traditional methods of regional landslide identification were…”
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Labeled dataset for integral evaluation of moving object detection algorithms: LASIESTA Autor Cuevas, Carlos, Yáñez, Eva María, García, Narciso

“…•Complete database for assessing the quality of foreground detection strategies.•Indoor and outdoor sequences with many categories addressing different…”
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A Survey on Performance Metrics for Object-Detection Algorithms Autor Padilla, Rafael, Netto, Sergio L., da Silva, Eduardo A. B.

“…This work explores and compares the plethora of metrics for the performance evaluation of object-detection algorithms. Average precision (AP…”
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Object detection algorithms to identify skeletal components in carbonate cores Autor Dawson, Harriet L., John, Cédric M.

“…Identification of constituent grains in carbonate rocks requires specialist experience. A carbonate sedimentologist must be able to distinguish between…”
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Application of Object Detection Algorithms in Non-Destructive Testing of Pressure Equipment: A Review Autor Wang, Weihua, Chen, Jiugong, Han, Gangsheng, Shi, Xiushan, Qian, Gong

“… This paper comprehensively reviews the current applications and development trends of object detection algorithms in NDT technology for pressure-bearing equipment, focusing on algorithm selection…”
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Video Compression for Object Detection Algorithms Autor Galteri, Leonardo, Bertini, Marco, Seidenari, Lorenzo, Del Bimbo, Alberto

“…Video compression algorithms have been designed aiming at pleasing human viewers, and are driven by video quality metrics that are designed to account for the…”
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Uncertainty Evaluation of Object Detection Algorithms for Autonomous Vehicles Autor Peng, Liang, Wang, Hong, Li, Jun

“…The safety of the intended functionality (SOTIF) has become one of the hottest topics in the field of autonomous driving. However, no testing and evaluating…”
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DCW-YOLO: Road Object Detection Algorithms for Autonomous Driving Autor Ren, Hongge, Jing, Fangke, Li, Song

“…Aiming at the problems of multiple parameters and poor detection accuracy of object detection network in automatic driving scenarios, an object detection algorithm based on improved YOLOv8 is proposed…”
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Automated identification of sedimentary structures in core images using object detection algorithms Autor Abdlmutalib, Ammar J., Ayranci, Korhan, Waheed, Umair Bin, Alhajri, Hamad D., MacEachern, James A., Al-Khabbaz, Mohammed N.

“…Manual interpretation of sedimentary structures in core-based analyses is critical for understanding subsurface geology but remains time-intensive,…”
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Use of Open-Source Object Detection Algorithms to Detect Palmer Amaranth (Amaranthus palmeri) in Soybean Autor Barnhart, Isaac H., Lancaster, Sarah, Goodin, Douglas, Spotanski, Jess, Dille, J. Anita

“…Site-specific weed management using open-source object detection algorithms could accurately detect weeds in cropping systems…”
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Deep Learning-Based Object Detection Algorithms Autor Yao, Linxi

“… With the development of deep learning, Object detection algorithms have seen significant enhancements in both speed and accuracy, leading to extensive adoption across various domains, including…”
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Evaluation of Automated Object-Detection Algorithms for Koala Detection in Infrared Aerial Imagery Autor Al-Shimaysawee, Laith A. H., Finn, Anthony, Weber, Delene, Schebella, Morgan F., Brinkworth, Russell S. A.

“…Effective detection techniques are important for wildlife monitoring and conservation applications and are especially helpful for species that live in complex…”
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Performance analysis of deep learning-based object detection algorithms on COCO benchmark: a comparative study Autor Tian, Jiya, Jin, Qiangshan, Wang, Yizong, Yang, Jie, Zhang, Shuping, Sun, Dengxun

“…This paper thoroughly explores the role of object detection in smart cities, specifically focusing on advancements in deep learning-based methods. Deep…”
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Dynamically Optimized Object Detection Algorithms for Aviation Safety Autor Qu, Yi, Wang, Cheng, Xiao, Yilei, Ju, Haijuan, Wu, Jing

“…Infrared imaging technology demonstrates significant advantages in aviation safety monitoring due to its exceptional all-weather operational capability and…”
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Real-Time Construction Safety Monitoring with Object Detection Algorithms: Features’ Identification and Implementation Challenges Autor Mohy, Amr A., Bassioni, Hesham A., Elgendi, Elbadr O., Hassan, Tarek M.

“…This research bridges this gap by identifying the essential features and functionalities construction professionals prioritize for effective object detection…”
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ISA: Ingenious Siamese Attention for object detection algorithms towards complex scenes Autor Liu, Lianjun, Hu, Ziyu, Dai, Yan, Ma, Xuemin, Deng, Pengwei

“…The interference of complex environments on object detection tasks dramatically limits the application of object detection algorithms…”
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