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  Regular papers
 
  Face and biometrics
Visual speaker authentication with random prompt texts by a dual-task CNN framework    Original Research Article 
Pages 340-352 
Feng Cheng, Shi-Lin Wang, Alan Wee-Chung Liew 
Improved ear verification after surgery - An approach based on collaborative representation of locally competitive features    Original Research Article 
Pages 416-429 
R. Raghavendra, Kiran B. Raja, Sushma Venkatesh, Christoph Busch 
Color space construction by optimizing luminance and chrominance components for face recognition    Original Research Article 
Pages 456-468 
Ze Lu, Xudong Jiang, Alex Kot 
 
  Bio-medical patterns
Characterising shape patterns using features derived from best-fitting ellipsoids    Original Research Article 
Pages 365-374 
Amelia Gontar, Hayden Tronnolone, Benjamin J. Binder, Murk J. Bottema 
 
  Features
Collinear groupwise feature selection via discrete fusion group regression    Original Research Article 
Pages 1-13 
Younghoon Kim, Seoung Bum Kim 
Image stitching by line-guided local warping with global similarity constraint    Original Research Article 
Pages 481-497 
Tian-Zhu Xiang, Gui-Song Xia, Xiang Bai, Liangpei Zhang 
Fast and accurate computation of orthogonal moments for texture analysis    Original Research Article 
Pages 498-510 
Cecilia Di Ruberto, Lorenzo Putzu, Giuseppe Rodriguez 
 
  Clustering
Clustering via binary embedding    Original Research Article 
Pages 52-63 
Manuele Bicego, Mário A.T. Figueiredo 
Structured Sparse Subspace Clustering with Within-Cluster Grouping    Original Research Article 
Pages 107-118 
Huazhu Chen, Weiwei Wang, Xiangchu Feng 
Discriminatively boosted image clustering with fully convolutional auto-encoders    Original Research Article 
Pages 161-173 
Fengfu Li, Hong Qiao, Bo Zhang 
Grouping points by shared subspaces for effective subspace clustering    Original Research Article 
Pages 230-244 
Ye Zhu, Kai Ming Ting, Mark J. Carman 
Clustering in large data sets with the limited memory bundle method    Original Research Article 
Pages 245-259 
Napsu Karmitsa, Adil M. Bagirov, Sona Taheri 
A fast clustering algorithm based on pruning unnecessary distance computations in DBSCAN for high-dimensional data    Original Research Article 
Pages 375-387 
Yewang Chen, Shengyu Tang, Nizar Bouguila, Cheng Wang, Jixiang Du, HaiLin Li 
 
  Classifiers and classification
Dynamic ensemble selection for multi-class classification with one-class classifiers    Original Research Article 
Pages 34-51 
Bartosz Krawczyk, Mikel Galar, Michał Woźniak, Humberto Bustince, Francisco Herrera 
A Nonnegative Locally Linear KNN model for image recognition    Original Research Article 
Pages 78-90 
Si-Bao Chen, Yu-Lan Xu, Chris H.Q. Ding, Bin Luo 
Vote-boosting ensembles    Original Research Article 
Pages 119-133 
Maryam Sabzevari, Gonzalo Martínez-Muñoz, Alberto Suárez 
 
  Human movements and activities
Individual identification using a gait dynamics graph    Original Research Article 
Pages 287-298 
Muqing Deng, Cong Wang, Tongjia Zheng 
 
  Objects and image analysis
Perceptually aware image inpainting    Original Research Article 
Pages 174-184 
Ding Ding, Sundaresh Ram, Jeffrey J. Rodriguez 
Hierarchical objectness network for region proposal generation and object detection    Original Research Article 
Pages 260-272 
Juan Wang, Xiaoming Tao, Mai Xu, Yiping Duan, Jianhua Lu 
Robust sparse representation based multi-focus image fusion with dictionary construction and local spatial consistency    Original Research Article 
Pages 299-313 
Qiang Zhang, Tao Shi, Fan Wang, Rick S. Blum, Jungong Han 
Monocular depth estimation with hierarchical fusion of dilated CNNs and soft-weighted-sum inference    Original Research Article 
Pages 328-339 
Bo Li, Yuchao Dai, Mingyi He 
Improving context-sensitive similarity via smooth neighborhood for object retrieval    Original Research Article 
Pages 353-364 
Song Bai, Shaoyan Sun, Xiang Bai, Zhaoxiang Zhang, Qi Tian 
Deep hierarchical guidance and regularization learning for end-to-end depth estimation    Original Research Article 
Pages 430-442 
Zhenyu Zhang, Chunyan Xu, Jian Yang, Ying Tai, Liang Chen 
 
  Various applications
Improving one class support vector machine novelty detection scheme using nonlinear features    Original Research Article 
Pages 14-33 
Mohammad Saleh Sadooghi, Siamak Esmaeilzadeh Khadem 
Contactless and partial 3D fingerprint recognition using multi-view deep representation    Original Research Article 
Pages 314-327 
Chenhao Lin, Ajay Kumar 
 
  Machine learning
Deep Discrete Cross-Modal Hashing for Cross-Media Retrieval    Original Research Article 
Pages 64-77 
Fangming Zhong, Zhikui Chen, Geyong Min 

Graphical abstract


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A Kernel Partial least square based feature selection method    Original Research Article 
Pages 91-106 
Upasana Talukdar, Shyamanta M Hazarika, John Q. Gan 
Chunk incremental learning for cost-sensitive hinge loss support vector machine    Original Research Article 
Pages 196-208 
Bin Gu, Xin Quan, Yunhua Gu, Victor S. Sheng, Guansheng Zheng 
Auto-weighted 2-dimensional maximum margin criterion    Original Research Article 
Pages 220-229 
Han Zhang, Feiping Nie, Rui Zhang, Xuelong Li 
A benchmark and comparison of active learning for logistic regression    Original Research Article 
Pages 401-415 
Yazhou Yang, Marco Loog 
Sparse Generalised Principal Component Analysis    Original Research Article 
Pages 443-455 
Luke Smallman, Andreas Artemiou, Jennifer Morgan 
3D-2D silhouette-based image registration for comparative radiography-based forensic identification    Original Research Article 
Pages 469-480 
Oscar Gómez, Oscar Ibáñez, Andrea Valsecchi, Oscar Cordón, Tzipi Kahana 
 
  Kernel methods and manifold learning
Curvature-aware manifold learning    Original Research Article 
Pages 273-286 
Yangyang Li 
 
  Special Section on Deep Learning for Computer Aided Cancer Detection and Diagnosis with Medical Imaging; Edited by Jinshan Tang, Yongyi Yang, Sos Agaian and Lin Yang
Deep learning for image-based cancer detection and diagnosis − A survey    Original Research Article 
Pages 134-149 
Zilong Hu, Jinshan Tang, Ziming Wang, Kai Zhang, Ling Zhang, Qingling Sun 
Polyp detection during colonoscopy using a regression-based convolutional neural network with a tracker    Original Research Article 
Pages 209-219 
Ruikai Zhang, Yali Zheng, Carmen C.Y. Poon, Dinggang Shen, James Y.W. Lau 
 
  Special Section on 50th Anniversary of Pattern Recognition; Edited by Ching Suen
Reimagining the central challenge of face recognition: Turning a problem into an advantage    Original Research Article 
Pages 388-400 
Ognjen Arandjelović 
 
  Special Section on Advances in Representation Learning; Edited by Cheng-Lin Liu, Chen Gong, Jin Xie, Dong-Jun Yu, Jian Yang and Dacheng Tao
Building discriminative CNN image representations for object retrieval using the replicator equation    Original Research Article 
Pages 150-160 
Shanmin Pang, Jihua Zhu, Jiaxing Wang, Vicente Ordonez, Jianru Xue 
Visual tracking using spatio-temporally nonlocally regularized correlation filter    Original Research Article 
Pages 185-195 
Kaihua Zhang, Xuejun Li, Huihui Song, Qingshan Liu, Wei Lian 
번호 제목 글쓴이 날짜 조회 수
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