Pattern Recognition, Volume 105

Volume 105, September 2020

Special Section on Explainable deep learning

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  Jin Yuan, Heng-Chang Xiong, Yi Xiao, Weili Guan, Meng Wang, Richang Hong, Zhiyong Li:
  Gated CNN: Integrating multi-scale feature layers for object detection. 107131
• 
  Xiaofeng Zhu, Yonghua Zhu, Wei Zheng:
  Spectral rotation for deep one-step clustering. 107175
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  Zhihong Zhang, Yangbin Zeng, Lu Bai, Yiqun Hu, Meihong Wu, Shuai Wang, Edwin R. Hancock:
  Spectral bounding: Strictly satisfying the 1-Lipschitz property for generative adversarial networks. 107179
• 
  Dan Liu, Libo Zhang, Tiejian Luo, Lili Tao, Yanjun Wu:
  Towards interpretable and robust hand detection via pixel-wise prediction. 107202
• 
  Haotong Qin, Ruihao Gong, Xianglong Liu, Xiao Bai, Jingkuan Song, Nicu Sebe:
  Binary neural networks: A survey. 107281
• 
  Yucheng Shi, Yahong Han, Quanxin Zhang, Xiaohui Kuang:
  Adaptive iterative attack towards explainable adversarial robustness. 107309
• 
  Xiantong Zhen, Mengyang Yu, Zehao Xiao, Lei Zhang, Ling Shao:
  Heterogenous output regression network for direct face alignment. 107311
• 
  Lei Huang, Xianglong Liu, Jie Qin, Fan Zhu, Li Liu, Ling Shao:
  Projection based weight normalization: Efficient method for optimization on oblique manifold in DNNs. 107317
• 
  Xinjian Gao, Zhao Zhang, Tingting Mu, Xudong Zhang, Chaoran Cui, Meng Wang:
  Self-attention driven adversarial similarity learning network. 107331
• 
  Qiang Chen, Peisong Wang, Anda Cheng, Wanguo Wang, Yifan Zhang, Jian Cheng:
  Robust one-stage object detection with location-aware classifiers. 107334
• 
  Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Lei Huang, Mengyang Yu, Heng Tao Shen, Ling Shao:
  Deep quantization generative networks. 107338

Special Section on Modeling and Learning for Matching: Models, Methods and Applications

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  Mengyin Wang, Xiangbo Shu, Jiashi Feng, Xun Wang, Jinhui Tang:
  Deep multi-person kinship matching and recognition for family photos. 107342

Objects and image analysis

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  Rui Li, Wenming Cao, Qianfen Jiao, Si Wu, Hau-San Wong:
  Simplified unsupervised image translation for semantic segmentation adaptation. 107343

Classifiers and classification

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  Nikolaos Passalis, Jenni Raitoharju, Anastasios Tefas, Moncef Gabbouj:
  Efficient adaptive inference for deep convolutional neural networks using hierarchical early exits. 107346

Objects and image analysis

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  Kien Nguyen, Clinton Fookes, Sridha Sridharan:
  Context from within: Hierarchical context modeling for semantic segmentation. 107358

Special Section on Modeling and Learning for Matching: Models, Methods and Applications

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  Haoran Wang, Zhong Ji, Zhigang Lin, Yanwei Pang, Xuelong Li:
  Stacked squeeze-and-excitation recurrent residual network for visual-semantic matching. 107359

Special Section on Explainable deep learning

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  Guang Yang, Juan Cao, Zhineng Chen, Junbo Guo, Jintao Li:
  Graph-based neural networks for explainable image privacy inference. 107360

Objects and image analysis

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  Yaxiong Chen, Xiaoqiang Lu, Xuelong Li:
  Supervised deep hashing with a joint deep network. 107368
• 
  Lukasz Romaszko, Christopher K. I. Williams, John M. Winn:
  Learning Direct Optimization for scene understanding. 107369

Special Section on Explainable deep learning

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  Haofeng Zhang, Li Liu, Yang Long, Zheng Zhang, Ling Shao:
  Deep transductive network for generalized zero shot learning. 107370

Objects and image analysis

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  Zhiyang Li, Jia Hu, Milos Stojmenovic, Zhaobin Liu, Weijiang Liu:
  Revisiting spectral clustering for near-convex decomposition of 2D shape. 107371

Special Section on Explainable deep learning

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  Tengpeng Li, Huihui Song, Kaihua Zhang, Qingshan Liu:
  Learning residual refinement network with semantic context representation for real-time saliency object detection. 107372

Features

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  Peng Zhou, Liang Du, Xuejun Li, Yi-Dong Shen, Yuhua Qian:
  Unsupervised feature selection with adaptive multiple graph learning. 107375

Face and biometrics

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  Xiang Li, Yasushi Makihara, Chi Xu, Yasushi Yagi, Mingwu Ren:
  Gait recognition invariant to carried objects using alpha blending generative adversarial networks. 107376

Features

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  Walid Masoudimansour, Nizar Bouguila:
  Supervised dimensionality reduction of proportional data using mixture estimation. 107379

Face and biometrics

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  Min Wang, Jiankun Hu, Hussein A. Abbass:
  BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs. 107381

Special Section on Modeling and Learning for Matching: Models, Methods and Applications Edited by Bin Luo, Junchi Yan, Francesc Serratosa, Deepti Pachauri, Bo Jiang

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  Xiaoyong Pan, Hong-Bin Shen:
  Scoring disease-microRNA associations by integrating disease hierarchy into graph convolutional networks. 107385

Special Section on Explainable deep learning

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  Meiyan Xu, Junfeng Yao, Zhihong Zhang, Rui Li, Baorong Yang, Chunyan Li, Jun Li, Junsong Zhang:
  Learning EEG topographical representation for classification via convolutional neural network. 107390

Bio-medical patterns

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  Tan-Binh Phan, Dinh Hoan Trinh, Didier Wolf, Christian Daul:
  Optical flow-based structure-from-motion for the reconstruction of epithelial surfaces. 107391

Machine learning

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  Hongzhu Li, Weiqiang Wang:
  Reinterpreting CTC training as iterative fitting. 107392

Face and biometrics

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  Zaid Abdi Alkareem Alyasseri, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Osama Ahmad Alomari:
  Person identification using EEG channel selection with hybrid flower pollination algorithm. 107393

Human movements and activities

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  Xinfeng Zhang, Su Yang, Jiulong Zhang, Weishan Zhang:
  Video anomaly detection and localization using motion-field shape description and homogeneity testing. 107394

Machine learning

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  Manisha Singla, Debdas Ghosh, K. K. Shukla, Witold Pedrycz:
  Robust twin support vector regression based on rescaled Hinge loss. 107395