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 2026-06-25T03:16:26.197+00:00 60 https://www.frontiersin.org/articles/10.3389/frai.2026.1835651 https://www.frontiersin.org/articles/10.3389/frai.2026.1835651 <![CDATA[Evaluating the real-world robustness of face-swap detection models under compression and noise]]> 2026-06-23T00:00:00Z Original Research Li BaocaiFazli Bin AzzaliNik Fatinah binti N. Mohd Farid https://www.frontiersin.org/articles/10.3389/frai.2026.1833234 https://www.frontiersin.org/articles/10.3389/frai.2026.1833234 <![CDATA[Violation detection in power operation sites based on multi-scale detection and few-shot learning]]> 2026-06-16T00:00:00Z Original Research Yaokuan WenJun WangQiming LiuMo ZhouMinzhe Tian https://www.frontiersin.org/articles/10.3389/frai.2026.1834763 https://www.frontiersin.org/articles/10.3389/frai.2026.1834763 <![CDATA[Adaptive quadtree-based segmentation of nucleus and cytoplasm in pap-smear images: a lightweight and interpretable approach for automated cytology]]> 2026-06-12T00:00:00Z Original Research Wasswa WilliamAndrew Ware https://www.frontiersin.org/articles/10.3389/frai.2026.1841848 https://www.frontiersin.org/articles/10.3389/frai.2026.1841848 <![CDATA[An efficient hybrid CNN–transformer framework for real-time weapon detection and face recognition]]> 2026-06-10T00:00:00Z Original Research P. ShanthiV. Manjula https://www.frontiersin.org/articles/10.3389/frai.2026.1784359 https://www.frontiersin.org/articles/10.3389/frai.2026.1784359 <![CDATA[Deep learning and multi-statistical features: an intra-frame forgery detection video method]]> 2026-05-29T00:00:00Z Original Research Diaa UliyanManal Eid AlazmiMohammad AlsaffarMoham’d Al-DlalahMeshari Alazmi https://www.frontiersin.org/articles/10.3389/frai.2026.1824634 https://www.frontiersin.org/articles/10.3389/frai.2026.1824634 <![CDATA[Redefining lightweight vision models for healthcare AI]]> 2026-05-29T00:00:00Z Original Research Linus LeeZhibin FengJen Hong TanChiaw-Ling Chng https://www.frontiersin.org/articles/10.3389/frai.2026.1809586 https://www.frontiersin.org/articles/10.3389/frai.2026.1809586 <![CDATA[HybridWeaveNet: deep cultural pattern recognition for Indian handloom heritage fabrics]]> 2026-05-28T00:00:00Z Original Research S. A. Anuraag ShankarA. SasithradeviG. KrishnarajS. Kanimozhi https://www.frontiersin.org/articles/10.3389/frai.2026.1761903 https://www.frontiersin.org/articles/10.3389/frai.2026.1761903 <![CDATA[In-context adaptation of VLMs for few-shot cell detection in optical microscopy]]> 2026-05-15T00:00:00Z Original Research Shreyan GangulyAngona BiswasJaydeep RadeMd Hasibul Hasan HasibNabila MasudNitish SinglaAbhipsa DashUshashi BhattacharjeeSoumik SarkarAditya BaluAnwesha SarkarAdarsh Krishnamurthy https://www.frontiersin.org/articles/10.3389/frai.2026.1759740 https://www.frontiersin.org/articles/10.3389/frai.2026.1759740 <![CDATA[A multi-class defect detection method for substations based on the improved YOLOv10n]]> 2026-05-13T00:00:00Z Original Research Long HuangKangning LiTianren FuJinlei ZhuYunhao ZhongXingfei Wang https://www.frontiersin.org/articles/10.3389/frai.2026.1810912 https://www.frontiersin.org/articles/10.3389/frai.2026.1810912 <![CDATA[DeepForgeryNet: a hybrid CNN–LSTM and transfer learning framework for robust image forgery and deepfake detection]]> 2026-05-08T00:00:00Z Original Research Aarti SardharaVipul VekariyaAjeet Ram PathakSital Dash 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.2026.1770342 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.2026.1794923 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