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Link to original content: https://dblp.dagstuhl.de/db/journals/pr/pr112.html

Pattern Recognition, Volume 112

Volume 112, April 2021

Objects and image analysis

• 
  Abdallah Benzine, Bertrand Luvison, Quoc Cuong Pham, Catherine Achard:
  Single-shot 3D multi-person pose estimation in complex images. 107534

Clustering

• 
  Volodymyr Melnykov, Shuchismita Sarkar, Yana Melnykov:
  On finite mixture modeling and model-based clustering of directed weighted multilayer networks. 107641

Classifiers and classification

• 
  Baoqing Yang, Xin-Ping Guan, Junwu Zhu, Chaochen Gu, Kaijie Wu, Jiajie Xu:
  SVMs multi-class loss feedback based discriminative dictionary learning for image classification. 107690

Various applications

• 
  Zhengning Wang, Fanwei Zeng, Shuaicheng Liu, Bing Zeng:
  OAENet: Oriented attention ensemble for accurate facial expression recognition. 107694

Face and biometrics

• 
  Soroush Fatemifar, Shervin Rahimzadeh Arashloo, Muhammad Awais, Josef Kittler:
  Client-specific anomaly detection for face presentation attack detection. 107696

Features

• 
  Snehalika Lall, Debajyoti Sinha, Abhik Ghosh, Debarka Sengupta, Sanghamitra Bandyopadhyay:
  Stable feature selection using copula based mutual information. 107697

Objects and image analysis

• 
  Shiyu Xuan, Shengyang Li, Zifei Zhao, Longxuan Kou, Zhuang Zhou, Gui-Song Xia:
  Siamese networks with distractor-reduction method for long-term visual object tracking. 107698

Handwriting and document analysis

• 
  Manabu Okawa:
  Time-series averaging and local stability-weighted dynamic time warping for online signature verification. 107699

Human movements and activities

• 
  Yuyao Yan, Ming Xu, Jeremy S. Smith, Mo Shen, Jin Xi:
  Multicamera pedestrian detection using logic minimization. 107703

Clustering

• 
  Jianchao Zhang, Angelica I. Avilés-Rivero, Daniel Heydecker, Xiaosheng Zhuang, Raymond H. Chan, Carola-Bibiane Schönlieb:
  Dynamic spectral residual superpixels. 107705

Machine learning

• 
  Vitjan Zavrtanik, Matej Kristan, Danijel Skocaj:
  Reconstruction by inpainting for visual anomaly detection. 107706

Objects and image analysis

• 
  Junjie Jiang, Zaixing He, Shuyou Zhang, Xinyue Zhao, Jianrong Tan:
  Learning to transfer focus of graph neural network for scene graph parsing. 107707

Machine learning

• 
  Jinwon Lee, Sang-Uk Cheon, Jeongsam Yang:
  Connectivity-based convolutional neural network for classifying point clouds. 107708

Features

• 
  Yan Sun, Jonathon S. Hare, Mark S. Nixon:
  On parameterizing higher-order motion for behaviour recognition. 107710

Structural pattern recognition, network and graph methods

• 
  Qingzhe Li, Liang Zhao, Yi-Ching Lee, Avesta Sasan, Jessica Lin:
  CPM: A general feature dependency pattern mining framework for contrast multivariate time series. 107711

Clustering

• 
  Julian Lee, David Perkins:
  A simulated annealing algorithm with a dual perturbation method for clustering. 107713

Objects and image analysis

• 
  Lizhen Deng, Jieke Zhang, Guoxia Xu, Hu Zhu:
  Infrared small target detection via adaptive M-estimator ring top-hat transformation. 107729

Human movements and activities

• 
  Pasi Fränti, Radu Mariescu-Istodor:
  Averaging GPS segments competition 2019. 107730

Clustering

• 
  Teng Qiu, Yongjie Li:
  Enhancing in-tree-based clustering via distance ensemble and kernelization. 107731

Features

• 
  Peng Hu, Xi Peng, Hongyuan Zhu, Jie Lin, Liangli Zhen, Wei Wang, Dezhong Peng:
  Cross-modal discriminant adversarial network. 107734

Machine learning

• 
  Zhiqiang Fu, Yao Zhao, Dongxia Chang, Yiming Wang:
  A hierarchical weighted low-rank representation for image clustering and classification. 107736

Objects and image analysis

• 
  Yanjie Liang, Yi Liu, Yan Yan, Liming Zhang, Hanzi Wang:
  Robust visual tracking via spatio-temporal adaptive and channel selective correlation filters. 107738

Classifiers and classification

• 
  Yonatan Carlos Carranza Alarcón, Sébastien Destercke:
  Imprecise Gaussian discriminant classification. 107739

Objects and image analysis

• 
  Qian Chen, Keren Fu, Ze Liu, Geng Chen, Hongwei Du, Bensheng Qiu, Ling Shao:
  EF-Net: A novel enhancement and fusion network for RGB-D saliency detection. 107740

Features

• 
  Jian-Sheng Wu, Meng-Xiao Song, Weidong Min, Jian-Huang Lai, Wei-Shi Zheng:
  Joint adaptive manifold and embedding learning for unsupervised feature selection. 107742

Classifiers and classification

• 
  Anh Vu Luong, Tien Thanh Nguyen, Alan Wee-Chung Liew, Shilin Wang:
  Heterogeneous ensemble selection for evolving data streams. 107743
• 
  Ke-Kun Huang, Chuan-Xian Ren, Hui Liu, Zhao-Rong Lai, Yu-Feng Yu, Dao-Qing Dai:
  Hyperspectral image classification via discriminative convolutional neural network with an improved triplet loss. 107744

Structural pattern recognition, network and graph methods

• 
  Fenyu Hu, Yanqiao Zhu, Shu Wu, Weiran Huang, Liang Wang, Tieniu Tan:
  GraphAIR: Graph representation learning with neighborhood aggregation and interaction. 107745
• 
  Abd Errahmane Kiouche, Sofiane Lagraa, Karima Amrouche, Hamida Seba:
  A simple graph embedding for anomaly detection in a stream of heterogeneous labeled graphs. 107746

Classifiers and classification

• 
  Meng Jian, Cheolkon Jung:
  Semi-supervised kernel matrix learning using adaptive constraint-based seed propagation. 107750

Machine learning

• 
  Woojin Lee, Hoki Kim, Jaewook Lee:
  Compact class-conditional domain invariant learning for multi-class domain adaptation. 107763

Classifiers and classification

• 
  Dayan Guan, Jiaxing Huang, Shijian Lu, Aoran Xiao:
  Scale variance minimization for unsupervised domain adaptation in image segmentation. 107764
• 
  Shixin Huang, Xiangping Zeng, Si Wu, Zhiwen Yu, Mohamed Azzam, Hau-San Wong:
  Behavior regularized prototypical networks for semi-supervised few-shot image classification. 107765

Objects and image analysis

• 
  Qiaoyuan Liu, Jinchang Ren, Yuru Wang, Yuanbo Wu, Haijiang Sun, Huimin Zhao:
  EACOFT: An energy-aware correlation filter for visual tracking. 107766

Classifiers and classification

• 
  Haofeng Zhang, Haoyue Bai, Yang Long, Li Liu, Ling Shao:
  A plug-in attribute correction module for generalized zero-shot learning. 107767

Data science and big data

• 
  Andreas Artemiou, Yuexiao Dong, Seung Jun Shin:
  Real-time sufficient dimension reduction through principal least squares support vector machines. 107768

Machine learning

• 
  Kart-Leong Lim, Xudong Jiang:
  Variational posterior approximation using stochastic gradient ascent with adaptive stepsize. 107783

Clustering

• 
  Ankita Bose, Kalyani Mali:
  Type-reduced vague possibilistic fuzzy clustering for medical images. 107784

Objects and image analysis

• 
  Yangtao Wang, Jingkuan Song, Ke Zhou, Yu Liu:
  Unsupervised deep hashing with node representation for image retrieval. 107785
• 
  Amira Jouirou, Abir Baâzaoui, Walid Barhoumi:
  Multi-view content-based mammogram retrieval using dynamic similarity and locality sensitive hashing. 107786
• 
  Haoyuan Guo, Xi Yang, Nannan Wang, Xinbo Gao:
  A CenterNet++ model for ship detection in SAR images. 107787

Structural pattern recognition, network and graph methods

• 
  Wei Dong, Junsheng Wu, Zongwen Bai, Yaoqi Hu, Weigang Li, Wei Qiao, Marcin Wozniak:
  MobileGCN applied to low-dimensional node feature learning. 107788

Objects and image analysis

• 
  Tao Wang, Zexuan Ji, Jian Yang, Quansen Sun, Xiaobo Shen, Zhenwen Ren, Qi Ge:
  Label group diffusion for image and image pair segmentation. 107789

Handwriting and document analysis

• 
  Lei Kang, Pau Riba, Mauricio Villegas, Alicia Fornés, Marçal Rusiñol:
  Candidate fusion: Integrating language modelling into a sequence-to-sequence handwritten word recognition architecture. 107790

Features

• 
  Yanxia Li, Yi Chai, Han Zhou, Hongpeng Yin:
  A novel dimension reduction and dictionary learning framework for high-dimensional data classification. 107793

Machine learning

• 
  Man Zhang, Yong Zhou, Jiaqi Zhao, Shixiong Xia, Jiaqi Wang, Zizheng Huang:
  Semi-supervised blockwisely architecture search for efficient lightweight generative adversarial network. 107794

Features

• 
  Bojana Gajic, Ariel Amato, Carlo Gatta:
  Fast hard negative mining for deep metric learning. 107795

Objects and image analysis

• 
  Haojie Zhao, Gang Yang, Dong Wang, Huchuan Lu:
  Deep mutual learning for visual object tracking. 107796

Classifiers and classification

• 
  Wei Zhu, Wenbin Li, Haofu Liao, Jiebo Luo:
  Temperature network for few-shot learning with distribution-aware large-margin metric. 107797

Objects and image analysis

• 
  Yue Yang, Yong Qi:
  Image super-resolution via channel attention and spatial graph convolutional network. 107798

Special Section on Weakly Supervised Learning on Big Vision Data

• 
  Hengheng Zhang, Ying Li, Zijie Zhuang, Lingxi Xie, Qi Tian:
  3D-GAT: 3D-Guided adversarial transform network for person re-identification in unseen domains. 107799

Human movements and activities

• 
  Zhi Huang, Jun Wang, Lei Pi, Xiaolin Song, Lingfang Yang:
  LSTM based trajectory prediction model for cyclist utilizing multiple interactions with environment. 107800

Machine learning

• 
  Yun-Hao Cao, Jianxin Wu, Hanchen Wang, Joan Lasenby:
  Neural random subspace. 107801
• 
  Wei Wang, Shenglun Chen, Yuankai Xiang, Jing Sun, Haojie Li, Zhihui Wang, Fuming Sun, Zhengming Ding, Baopu Li:
  Sparsely-labeled source assisted domain adaptation. 107803

Features

• 
  Xianfang Song, Yong Zhang, Dun-Wei Gong, Xiaoyan Sun:
  Feature selection using bare-bones particle swarm optimization with mutual information. 107804
• 
  Yuan Guo, Bing Zhang, Yu Sun, Kerong Jiang, Kai Wu:
  Machine learning based feature selection and knowledge reasoning for CBR system under big data. 107805

Classifiers and classification

• 
  Simone Palazzo, Francesca Murabito, Carmelo Pino, Francesco Rundo, Daniela Giordano, Mubarak Shah, Concetto Spampinato:
  Exploiting structured high-level knowledge for domain-specific visual classification. 107806

Objects and image analysis

• 
  Pei Yan, Yihua Tan, Yuan Tai, Dongrui Wu, Hanbin Luo, Xiaolong Hao:
  Unsupervised learning framework for interest point detection and description via properties optimization. 107808
• 
  Chengzhuan Yang:
  Plant leaf recognition by integrating shape and texture features. 107809

Structural pattern recognition, network and graph methods

• 
  Lei Wang, Juan Gu, Yize Chen, Yuanbo Liang, Weijie Zhang, Jiantao Pu, Hao Chen:
  Automated segmentation of the optic disc from fundus images using an asymmetric deep learning network. 107810

Objects and image analysis

• 
  Tomás Martínez-Cortés, Iván González-Díaz, Fernando Díaz-de-María:
  Training deep retrieval models with noisy datasets: Bag exponential loss. 107811

Special Section on Pattern Recognition Methods for Bridging the Vision-Language Gap in Multimodal Data Analysis

• 
  Gouthaman KV, Athira M. Nambiar, Kancheti Sai Srinivas, Anurag Mittal:
  Linguistically-aware attention for reducing the semantic gap in vision-language tasks. 107812

Clustering

• 
  Rachid Hedjam, Abdelhamid Abdesselam, Farid Melgani:
  NMF with feature relationship preservation penalty term for clustering problems. 107814

Objects and image analysis

• 
  Li Zhu, Zihao Xie, Liman Liu, Bo Tao, Wenbing Tao:
  IoU-uniform R-CNN: Breaking through the limitations of RPN. 107816

Classifiers and classification

• 
  Shangbo Mao, Deepu Rajan, Liang-Tien Chia:
  Deep residual pooling network for texture recognition. 107817
• 
  Zhichao Zheng, Huaijiang Sun, Ying Zhou:
  Multiple discriminant analysis for collaborative representation-based classification. 107819