Frontiers in Artificial Intelligence | Pattern Recognition section | New and Recent Articles https://www.frontiersin.org/journals/artificial-intelligence/sections/pattern-recognition RSS Feed for Pattern Recognition section in the Frontiers in Artificial Intelligence journal | New and Recent Articles en-us Frontiers Feed Generator,version:1 2026-04-30T00:58:20.632+00:00 60 https://www.frontiersin.org/articles/10.3389/frai.2026.1770342 https://www.frontiersin.org/articles/10.3389/frai.2026.1770342 <![CDATA[FSD-Net: underwater object detection based on frequency and spatial domain feature enhancement]]> 2026-04-17T00:00:00Z Original Research Chao ZhangShuang WuBaohua HuangBinchen ZhaoFengqi CuiXingkun Li https://www.frontiersin.org/articles/10.3389/frai.2026.1760137 https://www.frontiersin.org/articles/10.3389/frai.2026.1760137 <![CDATA[Machine learning based approach to intrusion detection in internet of things environments]]> 2026-04-17T00:00:00Z Original Research Oluwatoyin Esther AkinbowaleAdebola Tajudeen AdesinaMulatu Fekadu ZerihunPolly Mashigo https://www.frontiersin.org/articles/10.3389/frai.2026.1794923 https://www.frontiersin.org/articles/10.3389/frai.2026.1794923 <![CDATA[Automatic recognition of dynamic signs of Mexican sign language using deep learning]]> 2026-04-16T00:00:00Z Original Research Jesús Antonio Navarrete-LópezMichelle Sainos-VizuettIrvin Hussein Lopez-Nava https://www.frontiersin.org/articles/10.3389/frai.2026.1811469 https://www.frontiersin.org/articles/10.3389/frai.2026.1811469 <![CDATA[Editorial: AI-enabled breakthroughs in computational imaging and computer vision]]> 2026-04-07T00:00:00Z Editorial Liping ZhangXiaobo Li https://www.frontiersin.org/articles/10.3389/frai.2026.1796099 https://www.frontiersin.org/articles/10.3389/frai.2026.1796099 <![CDATA[Dynamic-focus transformer for point cloud segmentation]]> 2026-04-02T00:00:00Z Original Research Ziwen WangXiaoting FanMei YuJianlu LiuShuai WangYonghua WangChuanfu Wu https://www.frontiersin.org/articles/10.3389/frai.2026.1818182 https://www.frontiersin.org/articles/10.3389/frai.2026.1818182 <![CDATA[Correction: Painting authentication using CNNs and sliding window feature extraction]]> 2026-03-13T00:00:00Z Correction Juan Ruiz de MirasJosé Luis VílchezMaría José GactoDomingo Martín https://www.frontiersin.org/articles/10.3389/frai.2026.1721866 https://www.frontiersin.org/articles/10.3389/frai.2026.1721866 <![CDATA[InfoMSD: an information-maximization self-distillation framework for parameter-efficient fine-tuning on artwork images]]> 2026-03-04T00:00:00Z Original Research Feng GuanHao HongYong Wang https://www.frontiersin.org/articles/10.3389/frai.2026.1766828 https://www.frontiersin.org/articles/10.3389/frai.2026.1766828 <![CDATA[Real-time grading method of tunnel surrounding rock based on image recognition]]> 2026-02-05T00:00:00Z Original Research Yihuan XiaoHao YuanQingye ShiZemin QiuLiao TangYihua YuYabin LiYin PanQinghua Xiao https://www.frontiersin.org/articles/10.3389/frai.2025.1714882 https://www.frontiersin.org/articles/10.3389/frai.2025.1714882 <![CDATA[CBAM-DenseNet with multi-feature quality filtering: advancing accuracy in small-sample iris recognition]]> 2026-01-27T00:00:00Z Original Research Yongheng PangZishen WangNan JiangJia QinSuyuan Li https://www.frontiersin.org/articles/10.3389/frai.2025.1675834 https://www.frontiersin.org/articles/10.3389/frai.2025.1675834 <![CDATA[An improved YOLOv10-based framework for knee MRI lesion detection with enhanced small object recognition and low contrast feature extraction]]> 2026-01-20T00:00:00Z Original Research Hongwei YangWenqu SongTiankai JiangChuanhao WangLuping ZhangZhian CaiYuhan SunQing ZhaoYuyu Sun https://www.frontiersin.org/articles/10.3389/frai.2025.1732820 https://www.frontiersin.org/articles/10.3389/frai.2025.1732820 <![CDATA[Laplace-guided fusion network for camouflage object detection]]> 2026-01-14T00:00:00Z Original Research Jiangxiao ZhangFeng GaoShengmei HeBin Zhang https://www.frontiersin.org/articles/10.3389/frai.2025.1738444 https://www.frontiersin.org/articles/10.3389/frai.2025.1738444 <![CDATA[Painting authentication using CNNs and sliding window feature extraction]]> 2026-01-13T00:00:00Z Original Research Juan Ruiz de MirasJosé Luis VílchezMaría José GactoDomingo Martín https://www.frontiersin.org/articles/10.3389/frai.2025.1669512 https://www.frontiersin.org/articles/10.3389/frai.2025.1669512 <![CDATA[IndiaScene365: a transfer learning dataset for Indian scene understanding in diverse weather condition]]> 2026-01-09T00:00:00Z Data Report Deepa ManeSandhya AroraSachin Shelke https://www.frontiersin.org/articles/10.3389/frai.2025.1660388 https://www.frontiersin.org/articles/10.3389/frai.2025.1660388 <![CDATA[Demographic identification of Greater Caribbean manatees via acoustic feature learning]]> 2026-01-08T00:00:00Z Original Research Fernando MerchanKenji ContrerasHéctor PovedaRocío M. EstévezHector M. GuzmanJavier E. Sanchez-Galan https://www.frontiersin.org/articles/10.3389/frai.2025.1558358 https://www.frontiersin.org/articles/10.3389/frai.2025.1558358 <![CDATA[Anatomical study and early diagnosis of dome galls in Cordia Dichotoma using DeepSVM model]]> 2026-01-05T00:00:00Z Original Research Said Khalid ShahMazliham Bin Mohd Su’udAurangzeb KhanMuhammad Mansoor AlamMuhammad Ayaz https://www.frontiersin.org/articles/10.3389/frai.2025.1703135 https://www.frontiersin.org/articles/10.3389/frai.2025.1703135 <![CDATA[Hypergraph-based contrastive learning for enhanced fraud detection]]> 2025-11-26T00:00:00Z Original Research Qinhong WangYiming ShenHusheng Dong https://www.frontiersin.org/articles/10.3389/frai.2025.1649452 https://www.frontiersin.org/articles/10.3389/frai.2025.1649452 <![CDATA[BLoss-DDNet: bending loss and dual-task decoding network for overlapping cell nucleus segmentation of cervical clinical LBC images]]> 2025-11-26T00:00:00Z Original Research Guihua YangZiran ChenPeng GuoJunchi MaJinjie HuangCong JinXiaona YangKai ZhaoYibo WangQi GaoChengcheng LiuTianqi WuYong LiYingwei GuoJie ZhengXiangran CaiYingjian Yang https://www.frontiersin.org/articles/10.3389/frai.2025.1681277 https://www.frontiersin.org/articles/10.3389/frai.2025.1681277 <![CDATA[Resource-efficient fine-tuning of large vision-language models for multimodal perception in autonomous excavators]]> 2025-11-18T00:00:00Z Original Research Hung Viet NguyenHyojin ParkNamhyun YooJinhong Yang https://www.frontiersin.org/articles/10.3389/frai.2025.1671099 https://www.frontiersin.org/articles/10.3389/frai.2025.1671099 <![CDATA[Shape modeling of longitudinal medical images: from diffeomorphic metric mapping to deep learning]]> 2025-10-30T00:00:00Z Review Edwin TayNazli TümerAmir A. Zadpoor https://www.frontiersin.org/articles/10.3389/frai.2025.1575427 https://www.frontiersin.org/articles/10.3389/frai.2025.1575427 <![CDATA[Oral squamous cell carcinoma grading classification using deep transformer encoder assisted dilated convolution with global attention]]> 2025-10-17T00:00:00Z Brief Research Report Singaraju RamyaR. I. Minu