Image and Vision Computing, Volume 123

Volume 123, July 2022

Deep Learning Techniques Applied to Faces

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  Nikunja Bihari Kar, Korra Sathya Babu, Sambit Bakshi:
  Facial expression recognition system based on variational mode decomposition and whale optimized KELM. 104445

Regular Papers

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  Guihu Bai, Yanmin Luo, Xueliang Pan, Youjie Wang, Jia Wang, Jing-Ming Guo:
  Double chain networks for monocular 3D human pose estimation. 104452

Learning with Manifolds in Computer Vision

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  Gautam Pai, Alex M. Bronstein, Ronen Talmon, Ron Kimmel:
  Deep Isometric Maps. 104461

Editor's Choice Article

• 
  Yiyu Chen, Zheyi Fan, Shuni Chen:
  Consistent camera-invariant and noise-tolerant learning for unsupervised person re-identification. 104462

Regular Papers

• 
  Seyed Mostafa Hejazi, Charith Abhayaratne:
  Handcrafted localized phase features for human action recognition. 104465
• 
  Xing Xi, Yuanqing Wu, Canming Xia, Shenghuang He:
  Feature fusion for object detection at one map. 104466

Development of a real-time violence detection framework through Big Data Analysis and Deep Reinforcement Learning

• 
  Maryam Qasim Gandapur:
  E2E-VSDL: End-to-end video surveillance-based deep learning model to detect and prevent criminal activities. 104467

Regular Papers

• 
  Tayssir Bouraffa, Zihang Feng, Liping Yan, Yuanqing Xia, Bo Xiao:
  Multi-feature fusion tracking algorithm based on peak-context learning. 104468

Learning with Manifolds in Computer Vision

• 
  Bingyuan Liu, Christopher Malon, Lingzhou Xue, Erik Kruus:
  Improving neural network robustness through neighborhood preserving layers. 104469

Regular Papers

• 
  Cunjun Xiao, Xingjun Hao, Haibin Li, Yaqian Li, Wenming Zhang:
  Real-time semantic segmentation with local spatial pixel adjustment. 104470
• 
  Kang Tong, Yiquan Wu:
  Deep learning-based detection from the perspective of small or tiny objects: A survey. 104471

Learning with Manifolds in Computer Vision

• 
  Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette:
  Person Re-ID through unsupervised hypergraph rank selection and fusion. 104473

Regular Papers

• 
  Amran Bhuiyan, Jimmy Xiangji Huang:
  STCA: Utilizing a spatio-temporal cross-attention network for enhancing video person re-identification. 104474

3D Model Representation Learning and Applications

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  Dan Song, Yuting Ling, Tianbao Li, Ting Zhang, Guoqing Jin, Junbo Guo, Xuanya Li:
  Gradual adaption with memory mechanism for image-based 3D model retrieval. 104482

Deep Learning Techniques Applied to Faces

• 
  Akshi Kumar, Kapil Sharma, Aditi Sharma:
  MEmoR: A Multimodal Emotion Recognition using affective biomarkers for smart prediction of emotional health for people analytics in smart industries. 104483

Regular Papers

• 
  Xiao Ke, BingHui Lin, Wenzhong Guo:
  LocalFace: Learning significant local features for deep face recognition. 104484