Pattern Recognition, Volume 116

Volume 116, August 2021

Machine learning

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  Zhiqiang Chen, Ting-Bing Xu, Weijian Liao, Zhengcheng Li, Jinpeng Li, Cheng-Lin Liu, Huiguang He:
  SNAP: Shaping neural architectures progressively via information density criterion. 107923

Human movements and activities

• 
  Lifang Wu, Zhou Yang, Meng Jian, Jialie Shen, Yuchen Yang, Xianglong Lang:
  Global motion estimation with iterative optimization-based independent univariate model for action recognition. 107925

Objects and image analysis

• 
  Guang-Hai Liu, Jing-Yu Yang:
  Deep-seated features histogram: A novel image retrieval method. 107926
• 
  Brais Bosquet, Manuel Mucientes, Víctor M. Brea:
  STDnet-ST: Spatio-temporal ConvNet for small object detection. 107929
• 
  Emmanuel Cledat, Marc Rufener, Davide A. Cucci:
  Compensating over- and underexposure in optical target pose determination. 107930

Various applications

• 
  Yudong Liang, Radu Timofte, Jinjun Wang, Sanping Zhou, Yihong Gong, Nanning Zheng:
  Single-Image super-resolution - When model adaptation matters. 107931

Machine learning

• 
  Zsolt János Viharos, Krisztián Balázs Kis, Ádám Fodor, Máté István Büki:
  Adaptive, Hybrid Feature Selection (AHFS). 107932

Features

• 
  Wenping Ma, Xiaobo Zhou, Hao Zhu, Longwei Li, Licheng Jiao:
  A two-stage hybrid ant colony optimization for high-dimensional feature selection. 107933

Objects and image analysis

• 
  Tao Wang, Zhaoyao Shi, Bo Yu:
  A parameterized geometric fitting method for ellipse. 107934

Classifiers and classification

• 
  Hongwei Huang, Zhangkai Wu, Wenbin Li, Jing Huo, Yang Gao:
  Local descriptor-based multi-prototype network for few-shot Learning. 107935

Structural pattern recognition, network and graph methods

• 
  Yu Xie, Bin Yu, Shengze Lv, Chen Zhang, Guodong Wang, Maoguo Gong:
  A survey on heterogeneous network representation learning. 107936

Objects and image analysis

• 
  Jia Sun, Yanfeng Li, Houjin Chen, Bin Zhang, Jinlei Zhu:
  MEMF: Multi-level-attention embedding and multi-layer-feature fusion model for person re-identification. 107937

Various applications

• 
  Yang Zhao, Chunhua Shen, Xiaohan Yu, Hao Chen, Yongsheng Gao, Shengwu Xiong:
  Learning deep part-aware embedding for person retrieval. 107938

Handwriting and document analysis

• 
  Songbin Xu, Yang Xue, Xin Zhang, Lianwen Jin:
  A Novel Unsupervised domain adaptation method for inertia-Trajectory translation of in-air handwriting. 107939

Kernel methods and manifold learning

• 
  Bin Gu, Ziran Xiong, Shuyang Yu, Guansheng Zheng:
  A kernel path algorithm for general parametric quadratic programming problem. 107941

Bio-medical patterns

• 
  Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Moezedin Javad Rafiee, Arash Mohammadi, Konstantinos N. Plataniotis:
  MIXCAPS: A capsule network-based mixture of experts for lung nodule malignancy prediction. 107942

Objects and image analysis

• 
  Jing Wang, Jiahong Chen, Jianzhe Lin, Leonid Sigal, Clarence W. de Silva:
  Discriminative feature alignment: Improving transferability of unsupervised domain adaptation by Gaussian-guided latent alignment. 107943

Bio-medical patterns

• 
  Yuanyuan Chen, Yong Xia:
  Iterative sparse and deep learning for accurate diagnosis of Alzheimer's disease. 107944

Face and biometrics

• 
  Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau:
  2D Wasserstein loss for robust facial landmark detection. 107945

Classifiers and classification

• 
  Yi Niu, Yang Jiao, Guangming Shi:
  Attention-shift based deep neural network for fine-grained visual categorization. 107947

Objects and image analysis

• 
  Reza Maalek, Derek D. Lichti:
  New confocal hyperbola-based ellipse fitting with applications to estimating parameters of mechanical pipes from point clouds. 107948

Classifiers and classification

• 
  Junsuk Choe, Dongyoon Han, Sangdoo Yun, Jung-Woo Ha, Seong Joon Oh, Hyunjung Shim:
  Region-based dropout with attention prior for weakly supervised object localization. 107949

Objects and image analysis

• 
  Zhihua Shang, Hongtao Xie, Zhengjun Zha, Lingyun Yu, Yan Li, Yongdong Zhang:
  PRRNet: Pixel-Region relation network for face forgery detection. 107950
• 
  Hui Xu, Jiaxing Wang, Hao Li, Deqiang Ouyang, Jie Shao:
  Unsupervised meta-learning for few-shot learning. 107951

Features

• 
  Jian Zhang, Yunyin Cao, Qun Wu:
  Vector of Locally and Adaptively Aggregated Descriptors for Image Feature Representation. 107952

Human movements and activities

• 
  Meng Xing, Zhiyong Feng, Yong Su, Weilong Peng, Jianhai Zhang:
  Ventral & Dorsal Stream Theory based Zero-Shot Action Recognition. 107953

Various applications

• 
  Young Hwi Kim, Seonghyeon Nam, Seon Joo Kim:
  Temporally smooth online action detection using cycle-consistent future anticipation. 107954

Human movements and activities

• 
  Lichao Yang, Kuo Dong, Yan Ding, James Brighton, Zhenfei Zhan, Yifan Zhao:
  Recognition of visual-related non-driving activities using a dual-camera monitoring system. 107955

Structural pattern recognition, network and graph methods

• 
  Florian Arnold, Ítalo Santana, Kenneth Sörensen, Thibaut Vidal:
  PILS: Exploring high-order neighborhoods by pattern mining and injection. 107957

Clustering

• 
  Jialin Hua, Jian Yu, Miin-Shen Yang:
  Star-based learning correlation clustering. 107966

Classifiers and classification

• 
  Baoxiang Huang, Linyao Ge, Ge Chen, Milena Radenkovic, Xiaopeng Wang, Jinming Duan, Zhenkuan Pan:
  Nonlocal graph theory based transductive learning for hyperspectral image classification. 107967

Objects and image analysis

• 
  Dongyue Chen, Lingyi Yue, Xingya Chang, Ming Xu, Tong Jia:
  NM-GAN: Noise-modulated generative adversarial network for video anomaly detection. 107969
• 
  Xi Cheng, Zhenyong Fu, Jian Yang:
  Improved multi-scale dynamic feature encoding network for image demoiréing. 107970
• 
  Xi Li, Huimin Ma, Sheng Yi, Yanxian Chen, Hongbing Ma:
  Single annotated pixel based weakly supervised semantic segmentation under driving scenes. 107979