Pattern Recognition, Volume 98

Volume 98, February 2020

Face and biometrics

• 
  Shan Jia, Guodong Guo, Zhengquan Xu:
  A survey on 3D mask presentation attack detection and countermeasures.
• 
  James Moorfield, Song Wang, Wencheng Yang, Aseel Bedari, Peter Van Der Kamp:
  A Möbius transformation based model for fingerprint minutiae variations.
• 
  Cheng-Jung Tsai, Po-Hao Huang:
  Keyword-based approach for recognizing fraudulent messages by keystroke dynamics.
• 
  Shuping Zhao, Bob Zhang:
  Deep discriminative representation for generic palmprint recognition.
• 
  Rijun Liao, Shiqi Yu, Weizhi An, Yongzhen Huang:
  A model-based gait recognition method with body pose and human prior knowledge.
• 
  Bin Huang, Renwen Chen, Qinbang Zhou, Wang Xu:
  Eye landmarks detection via weakly supervised learning.

Features

• 
  Lida Abdi, Ali Ghodsi:
  Discriminant component analysis via distance correlation maximization.
• 
  Chenguang Liu, Rémy Abergel, Yann Gousseau, Florence Tupin:
  LSDSAR, a Markovian a contrario framework for line segment detection in SAR images.
• 
  Sergio Muñoz-Romero, Arantza Gorostiaga, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, José Luis Rojo-Álvarez:
  Informative variable identifier: Expanding interpretability in feature selection.

Clustering

• 
  Antonio Punzo, Martin Blostein, Paul D. McNicholas:
  High-dimensional unsupervised classification via parsimonious contaminated mixtures.
• 
  Xiurui Geng, Hairong Tang:
  Clustering by connection center evolution.

Classifiers and classification

• 
  Jizhou Ma, Shuai Li, Hong Qin, Aimin Hao:
  Adaptive appearance modeling via hierarchical entropy analysis over multi-type features.

Handwriting and document analysis

• 
  Wenhao He, Xu-Yao Zhang, Fei Yin, Zhenbo Luo, Jean-Marc Ogier, Cheng-Lin Liu:
  Realtime multi-scale scene text detection with scale-based region proposal network.

Human movements and activities

• 
  Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes:
  Fine-grained action segmentation using the semi-supervised action GAN.
• 
  Bangli Liu, Haibin Cai, Zhaojie Ju, Honghai Liu:
  Multi-stage adaptive regression for online activity recognition.

Objects and image analysis

• 
  Yaping Yan, Shun'ichi Kaneko, Hirokazu Asano:
  Accumulated and aggregated shifting of intensity for defect detection on micro 3D textured surfaces.
• 
  Tao Yan, Zhiguo Hu, Yuhua Qian, Zhiwei Qiao, Linyuan Zhang:
  3D shape reconstruction from multifocus image fusion using a multidirectional modified Laplacian operator.
• 
  He Zhao, Huiqi Li, Li Cheng:
  Improving retinal vessel segmentation with joint local loss by matting.
• 
  Junbo Wang, Wei Wang, Liang Wang, Zhiyong Wang, David Dagan Feng, Tieniu Tan:
  Learning visual relationship and context-aware attention for image captioning.

Various applications

• 
  Brendan Halloran, Prashan Premaratne, Peter James Vial:
  Robust one-dimensional calibration and localisation of a distributed camera sensor network.

Machine learning

• 
  Xuhong Li, Yves Grandvalet, Franck Davoine:
  A baseline regularization scheme for transfer learning with convolutional neural networks.
• 
  Yixian Fang, Yuwei Ren:
  Supervised discrete cross-modal hashing based on kernel discriminant analysis.
• 
  Yubao Sun, Jiwei Chen, Qingshan Liu, Guangcan Liu:
  Learning image compressed sensing with sub-pixel convolutional generative adversarial network.

Kernel methods and manifold learning

• 
  Xiang-Jun Shen, Si-Xing Liu, Bing-Kun Bao, Chunhong Pan, Zheng-Jun Zha, Jianping Fan:
  A generalized least-squares approach regularized with graph embedding for dimensionality reduction.
• 
  Lei Zhou, Xiao Bai, Xianglong Liu, Jun Zhou, Edwin R. Hancock:
  Learning binary code for fast nearest subspace search.

Structural pattern recognition, network and graph methods

• 
  Jinxiang Lai, Liang Lei, Kaiyuan Deng, Runming Yan, Yang Ruan, Jinyun Zhou:
  Fast and robust template matching with majority neighbour similarity and annulus projection transformation.
• 
  Marco Fiorucci, Francesco Pelosin, Marcello Pelillo:
  Separating Structure from Noise in Large Graphs Using the Regularity Lemma.

Special Section on Advances in Representation Learning

• 
  Xiang Bai, Mingkun Yang, Tengteng Huang, Zhiyong Dou, Rui Yu, Yongchao Xu:
  Deep-Person: Learning discriminative deep features for person Re-Identification.

Special Section on Deep Video Analysis: Models, Algorithms and Applications; Edited by Haibin Ling, Wenguan Wang, Chao Ma, Xiankai Lu and Fatih Porikli

• 
  Chongyi Li, Saeed Anwar, Fatih Porikli:
  Underwater scene prior inspired deep underwater image and video enhancement.
• 
  Jun Li, Xianglong Liu, Mingyuan Zhang, Deqing Wang:
  Spatio-temporal deformable 3D ConvNets with attention for action recognition.
• 
  Ying Zhao, Zhiwei Luo, Changqin Quan, Dianchao Liu, Gang Wang:
  Cluster-wise learning network for multi-person pose estimation.

Special Section on Domain Adaptation for Visual Understanding

• 
  Yu Chen, Chunling Yang, Yan Zhang, Yuze Li:
  Deep conditional adaptation networks and label correlation transfer for unsupervised domain adaptation.