样式: 排序: IF: - GO 导出 标记为已读
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DA-ResNet: dual-stream ResNet with attention mechanism for classroom video summary Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-03-14 Yuxiang Wu, Xiaoyan Wang, Tianpan Chen, Yan Dou
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Understanding the limitations of self-supervised learning for tabular anomaly detection Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-03-12 Kimberly T. Mai, Toby Davies, Lewis D. Griffin
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A novel Venus’ visible image processing neoteric workflow for improved planetary surface feature analysis Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-03-12 Indranil Misra, Mukesh Kumar Rohil, SManthira Moorthi, Debajyoti Dhar
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Wise-SrNet: a novel architecture for enhancing image classification by learning spatial resolution of feature maps Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-03-09 Mohammad Rahimzadeh, Soroush Parvin, Amirali Askari, Elnaz Safi, Mohammad Reza Mohammadi
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Feature selection using adaptive manta ray foraging optimization for brain tumor classification Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-03-07 K. S. Neetha, Dayanand Lal Narayan
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Quantifying robustness: 3D tree point cloud skeletonization with smart-tree in noisy domains Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-03-05
Abstract Extracting tree skeletons from 3D tree point clouds is challenged by noise and incomplete data. While our prior work (Dobbs et al., in: Iberian conference on pattern recognition and image analysis, Springer, Berlin, pp. 351–362, 2023) introduced a deep learning approach for approximating tree branch medial axes, its robustness against various types of noise has not been thoroughly evaluated
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LFFNet: lightweight feature-enhanced fusion network for real-time semantic segmentation of road scenes Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-03-05 Xuegang Hu, Jing Feng, Juelin Gong
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Local complex features learned by randomized neural networks for texture analysis Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28
Abstract Texture is a visual attribute largely used in many problems of image analysis. Many methods that use learning techniques have been proposed for texture discrimination, achieving improved performance over previous handcrafted methods. In this paper, we present a new approach that combines a learning technique and the complex network (CN) theory for texture analysis. This method takes advantage
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A deep learning approach to censored regression Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28 Vlad-Rareş Dănăilă, Cătălin Buiu
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Segmenting large historical notarial manuscripts into multi-page deeds Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28 Jose Ramón Prieto, David Becerra, Alejandro Hector Toselli, Carlos Alonso, Enrique Vidal
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Adaptive spectral graph wavelets for collaborative filtering Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28 Osama Alshareet, A. Ben Hamza
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Learning discriminative local contexts for person re-identification in vehicle surveillance scenarios Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28
Abstract In recent years, person re-identification (Re-ID) has been widely used in intelligent surveillance and security. However, Re-ID faces many challenges in the vehicle surveillance scenario, such as heavy occlusion, misalignment, and similar appearances. Most Re-ID methods focus on learning discriminative global features or dividing regions for local feature learning, which may ignore critical
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Epileptic EEG signal classification using an improved VMD-based convolutional stacked autoencoder Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28 Sebamai Parija, Pradipta Kishore Dash, Ranjeeta Bisoi
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Subspace clustering via adaptive-loss regularized representation learning with latent affinities Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28 Kun Jiang, Lei Zhu, Zheng Liu, Qindong Sun
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Redirected transfer learning for robust multi-layer subspace learning Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28
Abstract Unsupervised transfer learning methods usually exploit the labeled source data to learn a classifier for unlabeled target data with a different but related distribution. However, most of the existing transfer learning methods leverage 0-1 matrix as labels which greatly narrows the flexibility of transfer learning. Another major limitation is that these methods are influenced by the redundant
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3D orientation field transform Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28 Wai-Tsun Yeung, Xiaohao Cai, Zizhen Liang, Byung-Ho Kang
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Hierarchical contrastive learning and color standardization for single image sand-dust removal Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28
Abstract Convolutional neural networks (CNN) have demonstrated impressive performance in reconstructing images in challenging environments. However, there is still a blank in the field of CNN-based sandstorm image processing. Existing sandstorm removal algorithms enhance degraded images by using prior knowledge, but often fail to address the issues of color cast, low contrast, and poor recognizability
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Semi-supervised fuzzy broad learning system based on mean-teacher model Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28 Zizhu Fan, Yijing Huang, Chao Xi, Cheng Peng, Shitong Wang
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Nonlinear dimensionality reduction with q-Gaussian distribution Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28 Motoshi Abe, Yuichiro Nomura, Takio Kurita
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Information theory divergences in principal component analysis Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28 Eduardo K. Nakao, Alexandre L. M. Levada
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A detection method for occluded and overlapped apples under close-range targets Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28 Yuhui Yuan, Hubin Liu, Zengrong Yang, Jianhua Zheng, Junhui Li, Longlian Zhao
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A spatio-temporal binary grid-based clustering model for seismicity analysis Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28 Rahul Kumar Vijay, Satyasai Jagannath Nanda, Ashish Sharma
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Big topic modeling based on a two-level hierarchical latent Beta-Liouville allocation for large-scale data and parameter streaming Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28 Koffi Eddy Ihou, Nizar Bouguila
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Evaluation of sparsity metrics and evolutionary algorithms applied for normalization of H&E histological images Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28 Thaína A. Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Alessandro Santana Martins, Chetna Kaushal, Marcelo Zanchetta do Nascimento
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Selective bin model for reversible data hiding in encrypted images Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28 Ruchi Agarwal, Sara Ahmed, Manoj Kumar
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Phase analysis simulating the Takeda method to obtain a 3D profile of SARS-CoV-2 cells Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28 Jesús Arriaga-Hernández, Bolivia Cuevas-Otahola, José J. Oliveros-Oliveros, María M. Morín-Castillo
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Subdomain adaptation via correlation alignment with entropy minimization for unsupervised domain adaptation Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-28 Obsa Gilo, Jimson Mathew, Samrat Mondal, Rakesh Kumar Sandoniya
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How to track and segment fish without human annotations: a self-supervised deep learning approach Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-23 Alzayat Saleh, Marcus Sheaves, Dean Jerry, Mostafa Rahimi Azghadi
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A novel model for fall detection and action recognition combined lightweight 3D-CNN and convolutional LSTM networks Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-02-15 Chan Su, Jianguo Wei, Deyu Lin, Linghe Kong, Yong Liang Guan
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Distinguishing between Crohn’s disease and ulcerative colitis using deep learning models with interpretability Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-01-25 José Maurício, Inês Domingues
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FBRNet: a feature fusion and border refinement network for real-time semantic segmentation Pattern Anal. Applic. (IF 3.9) Pub Date : 2024-01-24 ShaoJun Qu, Zhuo Wang, Jie Wu, YueWen Feng
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Hybrid ABC and black hole algorithm with genetic operators optimized SVM ensemble based diagnosis of breast cancer Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-10-26 Indu Singh, K. G. Srinivasa, Mridul Maurya, Aditya Aggarwal, Himanshu Sheokand, Harsh Gunwant, Mohit Dhalwal
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Unsupervised multimodal learning for image-text relation classification in tweets Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-10-10 Lin Sun, Qingyuan Li, Long Liu, Yindu Su
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Bel: Batch Equalization Loss for scene graph generation Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-10-10 Huihui Li, Baorong Liu, Dongqing Wu, Hang Liu, Lei Guo
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EMTNet: efficient mobile transformer network for real-time monocular depth estimation Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-10-07 Long Yan, Fuyang Yu, Chao Dong
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Adaptive frequency-based fully hyperbolic graph neural networks Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-10-07 FeiFei Wei, MingZhu Ping, KuiZhi Mei
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A semantic-aware monocular projection model for accurate pose measurement Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-10-07 Libo Weng, Xiuqi Chen, Qi Qiu, Yaozhong Zhuang, Fei Gao
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$$\mathcal{L}\mathcal{O}^2$$ net: Global–Local Semantics Coupled Network for scene-specific video foreground extraction with less supervision Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-10-04 Tao Ruan, Shikui Wei, Yao Zhao, Baoqing Guo, Zujun Yu
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Applying unsupervised keyphrase methods on concepts extracted from discharge sheets Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-09-29 Hoda Memarzadeh, Nasser Ghadiri, Matthias Samwald, Maryam Lotfi Shahreza
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SAFPN: a full semantic feature pyramid network for object detection Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-09-28 Gaihua Wang, Qi Li, Nengyuan Wang, Hong Liu
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Expanded relative density peak clustering for image segmentation Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-09-27 Miao Li, Yan Ma, Hui Huang, Bin Wang
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ViT-PGC: vision transformer for pedestrian gender classification on small-size dataset Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-09-26 Farhat Abbas, Mussarat Yasmin, Muhammad Fayyaz, Usman Asim
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Unsupervised open-world human action recognition Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-09-26 Matheus Gutoski, André Eugenio Lazzaretti, Heitor Silvério Lopes
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The improved deep plug-and-play super-resolution with residual-in-residual dense block for arbitrary blur kernels Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-09-12 Chao Xu, Xiaoling Yang, Shan Li, Xiangdong Huang, Hongguang Pan, Xinyu Lei
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CInf-FS $$_S$$ : an efficient infinite feature selection method using K-means clustering to partition large feature spaces Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-08-14 Seyyedeh Faezeh Hassani Ziabari, Sadegh Eskandari, Maziar Salahi
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AdaHOSVD: an adaptive higher-order singular value decomposition method for point cloud denoising Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-08-09 Lihua Hu, Wenhao Liang, Yuting Bai, Jifu Zhang
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A multi-metric small sphere large margin method for classification Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-08-05 Yifeng Zhao, Liming Yang
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DWT-CompCNN: deep image classification network for high throughput JPEG 2000 compressed documents Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-08-02 Tejasvee Bisen, Mohammed Javed, Shashank Kirtania, P. Nagabhushan
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An effective DeepWINet CNN model for off-line text-independent writer identification Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-07-11 Abderrazak Chahi, Youssef El-merabet, Yassine Ruichek, Raja Touahni
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Multiple kernel k-means clustering with block diagonal property Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-07-11 Cuiling Chen, Jian Wei, Zhi Li
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Prioritized air light and transmittance extraction (PATE) using dual weighted deep channel and spatial attention based model for image dehazing Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-07-08 M. Suganthi, C. Akila
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Hybrid two-stage cascade for instance segmentation of overlapping objects Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-06-29 Yakun Yang, Wenjie Luo, Xuedong Tian
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Body condition scoring network based on improved YOLOX Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-07-01 Hengxiang He, Chunyu Chen, Weiwei Zhang, Zhiwen Wang, Xingfu Zhang
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Global–local transformer for single-image rain removal Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-06-28 Yecong Wan, Mingwen Shao, Zhiyuan Bao, Yuanshuo Cheng
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A review of natural language processing in contact centre automation Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-06-29 Shariq Shah, Hossein Ghomeshi, Edlira Vakaj, Emmett Cooper, Shereen Fouad
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Deep neural networks for rank-consistent ordinal regression based on conditional probabilities Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-06-27 Xintong Shi, Wenzhi Cao, Sebastian Raschka
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Graph-based fine-grained model selection for multi-source domain Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-06-22 Zhigang Hu, Yuhang Huang, Hao Zheng, Meiguang Zheng, JianJun Liu
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Spatial–Temporal gated graph attention network for skeleton-based action recognition Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-06-22 Mrugendrasinh Rahevar, Amit Ganatra
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Anomalous human activity detection in videos using Bag-of-Adapted-Models-based representation Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-06-21 S. Chandrakala
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DStab: estimating clustering quality by distance stability Pattern Anal. Applic. (IF 3.9) Pub Date : 2023-06-21 Ariel E. Bayá, Mónica G. Larese