Pattern Recognition, Volume 136

Volume 136, April 2023

Objects and image analysis

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  Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Dirk Suckow, Peter Bell, Andreas K. Maier, Vincent Christlein:
  ICC++: Explainable feature learning for art history using image compositions. 109153

Classifiers and classification

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  Kun Qian, Xue-Yang Min, Yusheng Cheng, Fan Min:
  Weight matrix sharing for multi-label learning. 109156

Objects and image analysis

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  Jiabin Zhang, Hu Su, Yonghao He, Wei Zou:
  Weakly Supervised Instance Segmentation via Category-aware Centerness Learning with Localization Supervision. 109165

Classifiers and classification

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  Tingting Zhai, Hao Wang, Hongcheng Tang:
  Joint optimization of scoring and thresholding models for online multi-label classification. 109167

Machine learning

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  Heng-Ru Zhang, Ying Qiu, Ke-Lin Zhu, Fan Min:
  Lower bound estimation of recommendation error through user uncertainty modeling. 109171
• 
  Srishti Gautam, Marina M.-C. Höhne, Stine Hansen, Robert Jenssen, Michael Kampffmeyer:
  This looks More Like that: Enhancing Self-Explaining Models by Prototypical Relevance Propagation. 109172

Special Section on Open World Robust Pattern Recognition

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  Zhen Cheng, Fei Zhu, Xu-Yao Zhang, Cheng-Lin Liu:
  Adversarial training with distribution normalization and margin balance. 109182

Various applications

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  Yasir Aziz, Kashif Hussain Memon:
  Fast geometrical extraction of nearest neighbors from multi-dimensional data. 109183

Clustering

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  Hongjie Wu, Shudong Huang, Chenwei Tang, Yancheng Zhang, Jiancheng Lv:
  Pure graph-guided multi-view subspace clustering. 109187

Bio-medical patterns

• 
  Qing Liu, Haotian Liu, Wei Ke, Yixiong Liang:
  Automated lesion segmentation in fundus images with many-to-many reassembly of features. 109191

Classifiers and classification

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  Xijiong Xie, Feixiang Sun, Jiangbo Qian, Lijun Guo, Rong Zhang, Xulun Ye, Zhijin Wang:
  Laplacian Lp norm least squares twin support vector machine. 109192

Structural pattern recognition, network and graph methods

• 
  Wenna Wang, Xiuwei Zhang, Hengfei Cui, Hanlin Yin, Yanning Zhang:
  FP-DARTS: Fast parallel differentiable neural architecture search for image classification. 109193

Objects and image analysis

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  Hongbo Bi, Ranwan Wu, Ziqi Liu, Huihui Zhu, Cong Zhang, Tian-Zhu Xiang:
  Cross-modal hierarchical interaction network for RGB-D salient object detection. 109194
• 
  Rongtai Cai, Zekun Chen:
  Brain-like retinex: A biologically plausible retinex algorithm for low light image enhancement. 109195

Classifiers and classification

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  Shuyi Li, Hengmin Zhang, Ruijun Ma, Jianhang Zhou, Jie Wen, Bob Zhang:
  Linear discriminant analysis with generalized kernel constraint for robust image classification. 109196

Face and biometrics

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  Allam Shehata, Yasushi Makihara, Daigo Muramatsu, Md Atiqur Rahman Ahad, Yasushi Yagi:
  Annotator-dependent uncertainty-aware estimation of gait relative attributes. 109197

Various applications

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  Soohwan Song, Khang Truong Giang, Daekyum Kim, Sungho Jo:
  Prior depth-based multi-view stereo network for online 3D model reconstruction. 109198

Face and biometrics

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  Pengyang Zhao, Shuping Zhao, Jing-Hao Xue, Wenming Yang, Qingmin Liao:
  The neglected background cues can facilitate finger vein recognition. 109199

Various applications

• 
  Peipei Li, Xiyan Liu, Jizhou Huang, Deguo Xia, Jianzhong Yang, Zhen Lu:
  Progressive generation of 3D point clouds with hierarchical consistency. 109200

Handwriting and document analysis

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  Shinnosuke Matsuo, Xiaomeng Wu, Gantugs Atarsaikhan, Akisato Kimura, Kunio Kashino, Brian Kenji Iwana, Seiichi Uchida:
  Deep attentive time warping. 109201

Innovative Applications of Pattern Recognition

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  Tian-Zi Niu, Shan-Shan Dong, Zhen-Duo Chen, Xin Luo, Zi Huang, Shanqing Guo, Xin-Shun Xu:
  A multi-layer memory sharing network for video captioning. 109202

Classifiers and classification

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  Wei Zhou, Peng Dou, Tao Su, Haifeng Hu, Zhijie Zheng:
  Feature learning network with transformer for multi-label image classification. 109203

Machine learning

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  Yunbin Tu, Chang Zhou, Junjun Guo, Huafeng Li, Shengxiang Gao, Zhengtao Yu:
  Relation-aware attention for video captioning via graph learning. 109204

Features

• 
  Jiaqi Xue, Bin Zhang, Qianyao Qiang:
  Local Linear Embedding with Adaptive Neighbors. 109205

Machine learning

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  Anda Tang, Lingfeng Niu, Jianyu Miao, Peng Zhang:
  Training Compact DNNs with ℓ1/2 Regularization. 109206

Various applications

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  Minh On Vu Ngoc, Edwin Carlinet, Jonathan Fabrizio, Thierry Géraud:
  The Dahu graph-cut for interactive segmentation on 2D/3D images. 109207

Machine learning

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  Juan Miguel Valverde, Jussi Tohka:
  Region-wise loss for biomedical image segmentation. 109208
• 
  Christopher Beckham, Martin Weiss, Florian Golemo, Sina Honari, Derek Nowrouzezahrai, Christopher Pal:
  Visual question answering from another perspective: CLEVR mental rotation tests. 109209

Classifiers and classification

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  Qing Miao, Xiaohe Wu, Chao Xu, Wangmeng Zuo, Zhaopeng Meng:
  On better detecting and leveraging noisy samples for learning with severe label noise. 109210

Features

• 
  Fei Wu, Shuaishuai Li, Guangwei Gao, Yimu Ji, Xiao-Yuan Jing, Zhiguo Wan:
  Semi-supervised cross-modal hashing via modality-specific and cross-modal graph convolutional networks. 109211
• 
  Dharanidharan Arumugam, Ravi Kiran:
  Interpreting denoising autoencoders with complex perturbation approach. 109212

Classifiers and classification

• 
  Chunzheng Cao, Xin Liu, Shuren Cao, Jian Qing Shi:
  Joint classification and prediction of random curves using heavy-tailed process functional regression. 109213

Objects and image analysis

• 
  Meng Lan, Jing Zhang, Zengmao Wang:
  Coherence-aware context aggregator for fast video object segmentation. 109214

Classifiers and classification

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  Wei Li, Shaogang Gong, Xiatian Zhu:
  Neural operator search. 109215

Machine learning

• 
  Xin Ning, Weijuan Tian, Feng He, Xiao Bai, Le Sun, Weijun Li:
  Hyper-sausage coverage function neuron model and learning algorithm for image classification. 109216

Objects and image analysis

• 
  Khadijeh Mahdikhanlou, Hossein Ebrahimnezhad:
  3D hand pose estimation from a single RGB image by weighting the occlusion and classification. 109217

Classifiers and classification

• 
  Pablo del Moral, Slawomir Nowaczyk, Anita Pinheiro Sant'Anna, Sepideh Pashami:
  Pitfalls of assessing extracted hierarchies for multi-class classification. 109225

Objects and image analysis

• 
  Nanfeng Jiang, Kejian Hu, Ting Zhang, Weiling Chen, Yiwen Xu, Tiesong Zhao:
  Deep hybrid model for single image dehazing and detail refinement. 109227
• 
  Feiniu Yuan, Zhengxiao Zhang, Zhijun Fang:
  An effective CNN and Transformer complementary network for medical image segmentation. 109228

Machine learning

• 
  Lin Li, Michael W. Spratling:
  Understanding and combating robust overfitting via input loss landscape analysis and regularization. 109229

Clustering

• 
  Wen-Bo Xie, Zhen Liu, Debarati Das, Bin Chen, Jaideep Srivastava:
  Scalable clustering by aggregating representatives in hierarchical groups. 109230

Various applications

• 
  Liyu Wu, Can Zhang, Yuexian Zou:
  SpatioTemporal focus for skeleton-based action recognition. 109231

Human movements and activities

• 
  Sen Yang, Ze Feng, Zhicheng Wang, Yanjie Li, Shoukui Zhang, Zhibin Quan, Shutao Xia, Wankou Yang:
  Detecting and grouping keypoints for multi-person pose estimation using instance-aware attention. 109232
• 
  Pan Xie, Zhi Cui, Yao Du, Mengyi Zhao, Jianwei Cui, Bin Wang, Xiaohui Hu:
  Multi-scale local-temporal similarity fusion for continuous sign language recognition. 109233

Bio-medical patterns

• 
  Weihua Li, Yanbu Guo, Bingyi Wang, Bei Yang:
  Learning spatiotemporal embedding with gated convolutional recurrent networks for translation initiation site prediction. 109234

Classifiers and classification

• 
  Lei Zhang, Fei Zhou, Wei Wei, Yanning Zhang:
  Meta-hallucinating prototype for few-shot learning promotion. 109235

Structural pattern recognition, network and graph methods

• 
  Xiaobo Shen, Yew-Soon Ong, Zheng Mao, Shirui Pan, Weiwei Liu, Yuhui Zheng:
  Compact network embedding for fast node classification. 109236

Clustering

• 
  Shifei Ding, Chao Li, Xiao Xu, Ling Ding, Jian Zhang, Lili Guo, Tianhao Shi:
  A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data. 109238

Classifiers and classification

• 
  Addisson Salazar, Luis Vergara, Enrique Vidal:
  A proxy learning curve for the Bayes classifier. 109240

Objects and image analysis

• 
  Shuangli Du, Yiguang Liu, Minghua Zhao, Zhenyu Xu, Jie Li, Zhenzhen You:
  A new image decomposition approach using pixel-wise analysis sparsity model. 109241

Structural pattern recognition, network and graph methods

• 
  Dongdong Chen, Yuxing Dai, Lichi Zhang, Zhihong Zhang, Edwin R. Hancock:
  Position-aware and structure embedding networks for deep graph matching. 109242

Objects and image analysis

• 
  Can Peng, Kun Zhao, Sam Maksoud, Tianren Wang, Brian C. Lovell:
  DIODE: Dilatable Incremental Object Detection. 109244

Bio-medical patterns

• 
  Yang Yang, Yanlun Tu, Houchao Lei, Wei Long:
  HAMIL: Hierarchical aggregation-based multi-instance learning for microscopy image classification. 109245

Machine learning

• 
  Dong Zhang, Jing Yang, Shaoyi Du, Hongcheng Han, Yuyan Ge, Longfei Zhu, Ce Li, Meifeng Xu, Nanning Zheng:
  Coarse-to-fine feature representation based on deformable partition attention for melanoma identification. 109247

Objects and image analysis

• 
  Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Kerui Hu, Kang Wang:
  A novel DAGAN for synthesizing garment images based on design attribute disentangled representation. 109248
• 
  Marco Cotogni, Claudio Cusano:
  TreEnhance: A tree search method for low-light image enhancement. 109249

Bio-medical patterns

• 
  Le Zhang, Kevin Bronik, Bartlomiej W. Papiez:
  Learning to restore multiple image degradations simultaneously. 109250

Various applications

• 
  Jesús Ruiz-Santaquiteria, Alberto Velasco-Mata, Noelia Vállez, Oscar Déniz, Gloria Bueno:
  Improving handgun detection through a combination of visual features and body pose-based data. 109252

Classifiers and classification

• 
  Yuan-Hai Shao, Xiao-Jing Lv, Ling-Wei Huang, Lan Bai:
  Twin SVM for conditional probability estimation in binary and multiclass classification. 109253

Features

• 
  Yadi Wang, Jun Wang, Dacheng Tao:
  Neurodynamics-driven supervised feature selection. 109254

Clustering

• 
  Qirui Huang, Rui Gao, Hoda Akhavan:
  An ensemble hierarchical clustering algorithm based on merits at cluster and partition levels. 109255

Objects and image analysis

• 
  Xiu Shu, Yunyun Yang, Jun Liu, Xiaojun Chang, Boying Wu:
  ALVLS: Adaptive local variances-Based levelset framework for medical images segmentation. 109257

Machine learning

• 
  Di Wang, Xutong Guo, Yumin Tian, Jinhui Liu, Lihuo He, Xuemei Luo:
  TETFN: A text enhanced transformer fusion network for multimodal sentiment analysis. 109259
• 
  Ke Wang, Lijun Zhao, Jinjing Zhang, Jialong Zhang, Anhong Wang, Huihui Bai:
  Joint depth map super-resolution method via deep hybrid-cross guidance filter. 109260

Bio-medical patterns

• 
  Weihua Liu, Xiabi Liu, Xiongbiao Luo, Murong Wang, Guanghui Han, Xinming Zhao, Zheng Zhu:
  A pyramid input augmented multi-scale CNN for GGO detection in 3D lung CT images. 109261

Objects and image analysis

• 
  Yijun Cao, Xian-Shi Zhang, Fuya Luo, Peng Peng, Chuan Lin, Kai-Fu Yang, Yong-Jie Li:
  Learning generalized visual odometry using position-aware optical flow and geometric bundle adjustment. 109262

Machine learning

• 
  Siming Fu, Huanpeng Chu, Lu Yu, Bo Peng, Zheyang Li, Wenming Tan, Haoji Hu:
  AuxBranch: Binarization residual-aware network design via auxiliary branch search. 109263

Structural pattern recognition, network and graph methods

• 
  Yu Wang, Liang Hu, Wanfu Gao, Xiaofeng Cao, Yi Chang:
  AdaNS: Adaptive negative sampling for unsupervised graph representation learning. 109266

Objects and image analysis

• 
  Yuanjie Yan, Junyi An, Jian Zhao, Furao Shen:
  Hybrid optimization with unconstrained variables on partial point cloud registration. 109267