Search Results - (("instance segmentation algorithm") OR ("instance segmentation algorithm"))

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

“…Water-filled barriers are commonly used traffic control devices, typically employed in road maintenance and regulation scenarios. However, their configuration,…”
Get full text

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 by 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…”
Get full text

YOLOv8-seg-CP: a lightweight instance segmentation algorithm for chip pad based on improved YOLOv8-seg model by 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…”
Get full text

Automated Construction site Monitoring based on improved YOLOv8-seg Instance Segmentation Algorithm by Bai, Ruihan, Wang, Mingkang, Zhang, Zhiping, Lu, Jiahui, Shen, Feng

“…Utilizing Unmanned Aerial Vehicles (UAV) and instance segmentation for construction site monitoring(such as construction machinery and operation surfaces)…”
Get full text

Enhanced SOLOv2: An Effective Instance Segmentation Algorithm for Densely Overlapping Silkworms by 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…”
Get full text

An industrial carbon block instance segmentation algorithm based on improved YOLOv8 by 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…”
Get full text

Instance segmentation algorithm for sorting dismantling components of end-of-life vehicles by 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,…”
Get full text

Dam Crack Instance Segmentation Algorithm Based on Improved YOLOv8 by Ma, Shuaisen, Xu, Mingyue, Feng, Weiwu

“…Cracks are primary threats to dam stability and require timely and precise identification and assessment. Dam cracks are typically morphologically complex and…”
Get full text

MaskDis R‐CNN: An instance segmentation algorithm with adversarial network for herd pigs by 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. However, under the overlap or partial occlusion between targets…”
Get full text

Transmission Line Instance Segmentation Algorithm Based on YOLACT by Chen, Yong, Wang, Yun-hui, Li, Song, Li, Meng

“…In the field of intelligent power patrol inspection, the transmission line is an important identification and detection target. The measurement of line spacing…”
Get full text

Research on Instance Segmentation Algorithm for Caged Chickens in Infrared Images Based on Improved Mask R-CNN by 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…”
Get full text

Research on persimmon fruit diameter accurate detection method based on improved RCNN instance segmentation algorithm by 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…”
Get full text

Instance segmentation algorithm based on fine-grained feature perception and cross-path aggregation by 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…”
Get full text

Semi-supervised instance segmentation algorithm based on transfer learning by 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…”
Get full text

Real-time instance segmentation algorithm based on mask activation and feature enhancement by Ma, Linlin, Zhang, Jianwei, Cai, Zengyu, Ma, Jianxin

“…With the widespread deployment of the Internet of Things, the demand for real-time environmental perception has become increasingly urgent. In this context,…”
Get full text

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

“…Water-filled barriers are commonly used traffic control devices, typically employed in road maintenance and regulation scenarios. However, their configuration,…”
Get full text

Vehicle-pedestrian Instance Segmentation Algorithm Based on Improved YOLOv8n-seg by Fang, Siwen, Zhang, Xinhe, Su, Bochao, Zhu, Wenxuan

“…In the field of autonomous driving, the rapid and precise perception of the environment, along with effective segmentation of vehicles and pedestrians, is a…”
Get full text

Research on Instance Segmentation Algorithm of Greenhouse Sweet Pepper Detection Based on Improved Mask RCNN by 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…”
Get full text

Deployment and analysis of instance segmentation algorithm for in‐field yield estimation of sweet potatoes by Nguyen, Hoang M., Gyurek, Sydney, Mierop, Russell, Pecota, Kenneth V., LaGamba, Kylie, Boyette, Michael, Yencho, G. Craig, Williams, Cranos M., Kudenov, Michael W.

“…Shape estimation of sweet potato (SP) storage roots is inherently challenging due to their varied size and shape characteristics. Even measuring “simple”…”
Get full text

Application of instance segmentation algorithm incorporating attention mechanism and BiFPN for sinter ore particle size recognition by Li, Zhe, Xue, Tao, Li, Jie, Yang, Aimin

“… This paper proposes an intelligent recognition method of sinter particle size based on an improved BlendMask instance segmentation algorithm…”
Get full text