Výsledky vyhledávání - instance segmentation algorithm

LF-RTMDet: an instance segmentation algorithm for real-time detection of water-filled barriers: LF-RTMDet: an instance segmentation algorithm Autor Wang, JiaHao, Wang, Yongqiang, Zhou, Congling, Huang, Jiawei

“… To address this, we selected the RTMDet instance segmentation model as the baseline and proposed a lightweight, fine-grained RTMDet instance segmentation model, called LF-RTMDet…”
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ACE R-CNN: An Attention Complementary and Edge Detection-Based Instance Segmentation Algorithm for Individual Tree Species Identification Using UAV RGB Images and LiDAR Data Autor Li, Yingbo, Chai, Guoqi, Wang, Yueting, Lei, Lingting, Zhang, Xiaoli

“…Accurate and automatic identification of tree species information at the individual tree scale is of great significance for fine-scale investigation and…”
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MaskDis R‐CNN: An instance segmentation algorithm with adversarial network for herd pigs Autor Tu, Shuqin, Zeng, Qiantao, Liu, Haofeng, Liang, Yun, Liu, Xiaolong, Huang, Lei, Huang, Zhengxin

“…The current instance segmentation method can achieve satisfactory results in common scenarios…”
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Deployment and analysis of instance segmentation algorithm for in‐field yield estimation of sweet potatoes Autor Nguyen, Hoang M., Gyurek, Sydney, Mierop, Russell, Pecota, Kenneth V., LaGamba, Kylie, Boyette, Michael, Yencho, G. Craig, Williams, Cranos M., Kudenov, Michael W.

“…‐based convolutional neural network, an instance segmentation model. This model was deployed…”
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YOLOv8-seg-CP: a lightweight instance segmentation algorithm for chip pad based on improved YOLOv8-seg model Autor Zhang, Zongjian, Zou, Yanli, Tan, Yufei, Zhou, Chiyang

“… To address the challenges of small target chip pad detection, segmentation accuracy and model lightweight, this paper proposes a lightweight chip pad instance segmentation algorithm based…”
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Automated Construction site Monitoring based on improved YOLOv8-seg Instance Segmentation Algorithm Autor Bai, Ruihan, Wang, Mingkang, Zhang, Zhiping, Lu, Jiahui, Shen, Feng

“…Utilizing Unmanned Aerial Vehicles (UAV) and instance segmentation for construction site monitoring…”
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Enhanced SOLOv2: An Effective Instance Segmentation Algorithm for Densely Overlapping Silkworms Autor Yuan, Jianying, Li, Hao, Cheng, Chen, Liu, Zugui, Wu, Sidong, Guo, Dequan

“… of subsequent biological parameter estimation. In real farming environments, silkworms often exhibit high density and severe mutual occlusion, posing significant challenges for traditional instance segmentation algorithms…”
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An industrial carbon block instance segmentation algorithm based on improved YOLOv8 Autor Shi, Runjie, Li, Zhengbao, Wu, Zewei, Zhang, Wenxin, Xu, Yihang, Luo, Gan, Ma, Pingchuan, Zhang, Zheng

“… The recognition of carbon block types and center point localization are the core contents of this task, but existing instance segmentation algorithms perform poorly in this task…”
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Deep learning‐based hybrid reconstruction algorithm for fibre instance segmentation from 3D x‐ray tomographic images Autor Fang, Mengqi, Sibellas, Aurélien, Drummond, James, Cao, Yankai, Phillion, Andre, Martinez, Mark, Pediredla, Vijay Kumar, Gopaluni, Bhushan

“…‐step hybrid 3D fibre segmentation algorithm involves deep‐learning aided semantic segmentation that slices 3D images to create 2D images for fibre extraction, elliptical contour estimation combined with the marker…”
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Instance segmentation algorithm for sorting dismantling components of end-of-life vehicles Autor Fan, Binbin, Qin, Xunpeng, Wu, Qiang, Fu, Jie, Hu, Zhongliang, Wang, Zhe

“…In the recycling and dismantling procedures of End-of-Life Vehicles, the diverse thicknesses of disassembled parts necessitate specialized recycling processes,…”
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Dam Crack Instance Segmentation Algorithm Based on Improved YOLOv8 Autor Ma, Shuaisen, Xu, Mingyue, Feng, Weiwu

“… Current algorithms often struggle to strike a balance between detection accuracy and segmentation precision…”
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Research on Instance Segmentation Algorithm for Caged Chickens in Infrared Images Based on Improved Mask R-CNN Autor Chen, Youqing, Liu, Hang, Wang, Lun, Chen, Chen, Li, Siyu, Zhong, Binyuan, Qiao, Jihui, Ye, Rong, Li, Tong

“… This study proposes a Mask R-CNN-based instance segmentation algorithm specifically designed for caged chickens in infrared images…”
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Transmission Line Instance Segmentation Algorithm Based on YOLACT Autor Chen, Yong, Wang, Yun-hui, Li, Song, Li, Meng

“… To improve the segmentation rate and accuracy of the transmission lines, we adopted EfficientNet as the main network…”
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Instance segmentation algorithm based on fine-grained feature perception and cross-path aggregation Autor Ma, Jianxin, Gu, Songbo, Deng, Yangyang, Ao, Tianyong

“… To overcome the limitation of detection boxes, we propose an instance segmentation algorithm based on fine-grained feature perception and cross-path aggregation…”
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Semi-supervised instance segmentation algorithm based on transfer learning Autor Liu, Bing, Yi, Ren, Yu, Zhongquan, Wang, Shiyu, Yang, Xuewen, Wang, Fuwen

“…Semi-supervised instance segmentation algorithms are mainly divided into algorithms based on pseudo-label generation and algorithms based on transfer learning…”
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Research on persimmon fruit diameter accurate detection method based on improved RCNN instance segmentation algorithm Autor Fang, Yuan, Liu, Yangyang, Feng, Ya, Chen, Yougen, Jiang, Haikun

“… detection algorithm based on the Region-based Convolutional Neural Network (RCNN) Mask and instance segmentation algorithm…”
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Real-time instance segmentation algorithm based on mask activation and feature enhancement Autor Ma, Linlin, Zhang, Jianwei, Cai, Zengyu, Ma, Jianxin

“… In this context, instance segmentation technology has emerged as a pixel-level scene perception method, garnering significant attention…”
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LF-RTMDet: an instance segmentation algorithm for real-time detection of water-filled barriers Autor Wang, JiaHao, Wang, Yongqiang, Zhou, Congling, Huang, Jiawei

“… To address this, we selected the RTMDet instance segmentation model as the baseline and proposed a lightweight, fine-grained RTMDet instance segmentation model, called LF-RTMDet…”
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Vehicle-pedestrian Instance Segmentation Algorithm Based on Improved YOLOv8n-seg Autor Fang, Siwen, Zhang, Xinhe, Su, Bochao, Zhu, Wenxuan

“… To enhance the performance of vehicle-pedestrian segmentation, this paper proposes a novel single-stage instance segmentation approach based on an improved YOLOv8n-seg model…”
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Research on Instance Segmentation Algorithm of Greenhouse Sweet Pepper Detection Based on Improved Mask RCNN Autor Cong, Peichao, Li, Shanda, Zhou, Jiachao, Lv, Kunfeng, Feng, Hao

“… However, the accuracy of the existing instance segmentation algorithms is seriously affected by complex scenes such as changes in ambient light and shade, similarity between the pepper color…”
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