Search Results - "object detection algorithms"

Overview of two-stage object detection algorithms by 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…”
Get full text

Enhanced safety implementation in 5S + 1 via object detection algorithms by 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…”
Get full text

2D and 3D object detection algorithms from images: A Survey by 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…”
Get full text

Analyzing the secondary wastewater-treatment process using Faster R-CNN and YOLOv5 object detection algorithms by 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,…”
Get full text

Loess Landslide Detection Using Object Detection Algorithms in Northwest China by 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…”
Get full text

Labeled dataset for integral evaluation of moving object detection algorithms: LASIESTA by 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…”
Get full text

A Survey on Performance Metrics for Object-Detection Algorithms by 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…”
Get full text

Object detection algorithms to identify skeletal components in carbonate cores by 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…”
Get full text

Application of Object Detection Algorithms in Non-Destructive Testing of Pressure Equipment: A Review by 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…”
Get full text

DCW-YOLO: Road Object Detection Algorithms for Autonomous Driving by 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…”
Get full text

Video Compression for Object Detection Algorithms by 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…”
Get full text

Uncertainty Evaluation of Object Detection Algorithms for Autonomous Vehicles by 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…”
Get full text

Automated identification of sedimentary structures in core images using object detection algorithms by 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,…”
Get full text

Use of Open-Source Object Detection Algorithms to Detect Palmer Amaranth (Amaranthus palmeri) in Soybean by 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…”
Get full text

Deep Learning-Based Object Detection Algorithms by 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…”
Get full text

Evaluation of Automated Object-Detection Algorithms for Koala Detection in Infrared Aerial Imagery by 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…”
Get full text

Performance analysis of deep learning-based object detection algorithms on COCO benchmark: a comparative study by 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…”
Get full text

Dynamically Optimized Object Detection Algorithms for Aviation Safety by 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…”
Get full text

Real-Time Construction Safety Monitoring with Object Detection Algorithms: Features’ Identification and Implementation Challenges by 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…”
Get full text

ISA: Ingenious Siamese Attention for object detection algorithms towards complex scenes by 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…”
Get full text