Intelligence & Robotics 2024年度精选文章推荐

文摘   2024-12-31 19:42   陕西  


随着人工智能、机器人技术和智能控制理论的快速发展,现代科技正在不断突破认知的边界,为各个领域注入创新活力。本期文章合集汇总了Intelligence & RoboticsIR)期刊2024年的十篇精选研究成果,涵盖从无人机集群控制到医学数据建模、从深度学习应用到多智能体协作的广泛主题。这些研究为未来技术的创新与跨领域应用提供了全新思路和参考。所有文章均为开放获取,欢迎各位专家学者免费阅读、下载、转发和分享!


文章列表

  • A deep learning-based system for accurate detection of anatomical landmarks in colon environment
  • Leveraging active queries in collaborative robotic mission planning
  • A survey of datasets in medicine for large language models

  • Distributed model predictive control for unmanned aerial vehicles and vehicle platoon systems: a review

  • Structural damage identification method based on Swin Transformer and continuous wavelet transform

  • Towards environment perception for walking-aid robots: an improved staircase shape feature extraction method
  • Adaptive prescribed performance tracking control for underactuated unmanned surface ships with input quantization
  • Metropolis criterion pigeon-inspired optimization for multi-UAV swarm controller

  • A collaborative siege method of multiple unmanned vehicles based on reinforcement learning

  • Pig-ear detection from the thermal infrared image based on improved YOLOv8n

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文章导读


1. A deep learning-based system for accurate detection of anatomical landmarks in colon environment
作者:Chengwei Ye, Kaiwei Che, Yibing Yao, Nachuan Ma, Ruo Zhang, Yangxin Xu, Jiankun Wang*, Max Q. H. Meng*(南方科技大学)

图片摘要(摘自原文)

引用本文:Ye, C.; Che, K.; Yao, Y.; Ma, N.; Zhang, R.; Xu, Y.; Wang, J.; Meng, M. Q. H. A deep learning-based system for accurate detection of anatomical landmarks in colon environment. Intell. Robot. 2024, 4, 164-78.

http://dx.doi.org/10.20517/ir.2024.10

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2. Leveraging active queries in collaborative robotic mission planning

作者:Cyrille Berger*, Patrick Doherty, Piotr Rudo, Mariusz Wzorek(瑞典林雪平大学)

图:active query 系统高级概述(摘自原文)

引用本文:Berger, C.; Doherty, P.; Rudol, P.; Wzorek, M. Leveraging active queries in collaborative robotic mission planning. Intell. Robot. 2024, 4, 87-106.

http://dx.doi.org/10.20517/ir.2024.06

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3. A survey of datasets in medicine for large language models

作者:Deshiwei Zhang, Xiaojuan Xue, Peng Gao, Zhijuan Jin, Menghan Hu*, Yue Wu, Xiayang Ying*(华东师范大学)

图:医学Q&A LLMs 构建过程(摘自原文)

引用本文:Zhang, D.; Xue, X.; Gao, P.; Jin, Z.; Hu, M.; Wu, Y.; Ying, X. A survey of datasets in medicine for large language models. Intell. Robot. 2024, 4, 457-78.

http://dx.doi.org/10.20517/ir.2024.27

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4. Distributed model predictive control for unmanned aerial vehicles and vehicle platoon systems: a review

作者:Yang Peng, Huaicheng Yan*, Kai Rao, Penghui Yang, Yunkai Lv(华东理工大学)

图片摘要(摘自原文)

引用本文:Peng, Y.; Yan, H.; Rao, K.; Yang, P.; Lv, Y. Distributed model predictive control for unmanned aerial vehicles and vehicle platoon systems: a review. Intell. Robot. 2024, 4, 293-317.

http://dx.doi.org/10.20517/ir.2024.19

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5. Structural damage identification method based on Swin Transformer and continuous wavelet transform
作者:Jingzhou Xin, Guangjiong Tao, Qizhi Tang*, Fei Zou, Chenglong Xiang(重庆交通大学)

图:Swin Transformer 架构(摘自原文)

引用本文:Xin, J.; Tao, G.; Tang, Q.; Zou, F.; Xiang, C. Structural damage identification method based on Swin Transformer and continuous wavelet transform. Intell. Robot. 2024, 4, 200-15.

http://dx.doi.org/10.20517/ir.2024.13

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6. Towards environment perception for walking-aid robots: an improved staircase shape feature extraction method
作者:Xinxing Chen, Yuxuan Wang, Chuheng Chen, Yuquan Leng, Chenglong Fu*(南方科技大学)
图:楼梯形状特征提取方法概述(摘自原文)

引用本文:Chen, X.; Wang, Y.; Chen, C.; Leng, Y.; Fu, C. Towards environment perception for walking-aid robots: an improved staircase shape feature extraction method. Intell. Robot. 2024, 4, 179-95.

http://dx.doi.org/10.20517/ir.2024.11

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7. Adaptive prescribed performance tracking control for underactuated unmanned surface ships with input quantization
作者:Jiaming Zhang, Xiang Liu, Xin Wang, Yang Wang*, Yueying Wang*(上海大学)

图:纵向控制力(摘自原文)

引用本文:Zhang, J.; Liu, X.; Wang, X.; Wang, Y.; Wang, Y. Adaptive prescribed performance tracking control for underactuated unmanned surface ships with input quantization. Intell. Robot. 2024, 4, 146-63.

http://dx.doi.org/10.20517/ir.2024.09

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8. Metropolis criterion pigeon-inspired optimization for multi-UAV swarm controller

作者:Jinghua Guan*, Hongfei Cheng(北京工业大学)

图:PIO 中的地标运算符(摘自原文)

引用本文:Guan, J.; Cheng, H. Metropolis criterion pigeon-inspired optimization for multi-UAV swarm controller. Intell. Robot. 2024, 4, 61-73.

http://dx.doi.org/10.20517/ir.2024.04

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9.  A collaborative siege method of multiple unmanned vehicles based on reinforcement learning

作者:Muqing Su, Ruimin Pu, Yin Wang*, Meng Yu(南京航天航空大学)

图:SAC 结构图(摘自原文)

引用本文:Su, M.; Pu, R.; Wang, Y.; Yu, M. A collaborative siege method of multiple unmanned vehicles based on reinforcement learning. Intell. Robot. 2024, 4, 39-60.

http://dx.doi.org/10.20517/ir.2024.03

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10. Pig-ear detection from the thermal infrared image based on improved YOLOv8n

作者:Hui Han, Xianglong Xue, Qifeng Li*, Hongfeng Gao, Rong Wang, Ruixiang Jiang, Zhiyu Ren, Rui Meng, Mingyu Li, Yuhang Guo, Yu Liu, Weihong Ma*(北京市农林科学院信息技术研究中心)

图:不同模型对猪耳热红外图像的识别效果(摘自原文)

引用本文:Han, H.; Xue, X.; Li, Q.; Gao, H.; Wang, R.; Jiang, R.; Ren, Z.; Meng, R.; Li, M.; Guo, Y.; Liu, Y.; Ma, W. Pig-ear detection from the thermal infrared image based on improved YOLOv8n. Intell. Robot. 2024, 4, 20-38.

http://dx.doi.org/10.20517/ir.2024.02

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Intelligence & RoboticsIR, Online ISSN 2770-3541)是OAE Publishing Inc.于2021年6月创办的一本金色开放获取、严格同行评议的国际学术期刊,被ESCI、Scopus、Dimensions、Lens收录。由加拿大圭尔夫大学终身教授Simon. X. Yang担任主编,美国Takeo Kanade 院士、中国柴天佑院士、郭爱克院士和李德毅院士、日本Toshio Fukuda 院士、加拿大Clarence W. de Silva院士担任顾问编委。

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  • 机器人和智能的数字孪生和虚拟现实;
  • 机器人系统的具身认知、导航和操控。

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往期精彩推荐

1、Intelligence & Robotics精选文章合集(二) | 机器人与控制系统前沿技术

2、Intelligence & Robotics精选文章合集(一) | 无人机前沿技术

3、Intelligence & Robotics第四卷第三期文章正式上线!
4、Intelligence & Robotics新文速递 | 基于深度学习的车载实时红外目标检测系统
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