Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition

Jung, Heechul, Lee, Sihaeng, Yim, Junho, Park, Sunjeong, Kim, Junmo·2015·2015 IEEE International Conference on Computer Vision (ICCV)

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Items 601–700 of 779

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  24. Generative Neutral Features-Disentangled Learning for Facial Expression Recognition
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  64. Spontaneous facial expression recognition by heterogeneous convolutional networks
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  72. A Review of Face Recognition Using Feature Optimization and Classification Techniques
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  73. EMOTION DETECTION USING DEEP LEARNING ALGORITHM
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  75. Feature-Guided Perturbation for Facial Attribute Classification
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  76. RETRACTED ARTICLE: Affective computing model for natural interaction based on large-scale self-built dataset
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  77. Pain Expression Recognition Based on Dual-Channel Convolutional Neural Network
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  78. ATB-Net: attention-based network for facial expression recognition
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  79. FaceLiveNet+: A Holistic Networks For Face Authentication Based On Dynamic Multi-task Convolutional Neural Networks
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  80. Deep Multi-Facial patches Aggregation Network for Expression Classification from Face Images
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  81. Facial Expression Representation Learning by Synthesizing Expression Images
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  82. Feature Super-Resolution Based Facial Expression Recognition for Multi-scale Low-Resolution Faces
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  83. Micro‐ and Macro‐Expression Analysis
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  84. Using Micro-Facial Expressions for Emotion Recognition through region based Patch Generation
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  85. Novel geometric tools for human behavior understanding
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  86. An audiovisual and contextual approach for categorical and continuous emotion recognition in-the-wild
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  87. Adaptively Weighted Facial Expression Recognition by Feature Fusion Under Intense Illumination Condition
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  88. Expression recognition in the wild with transfer learning
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  89. Natural Facial and Head Behavior Recognition using Dictionary of Motion Primitives
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  90. Dynamical Facial Expression Recognition by Integrating 3D Spatial-Temporal Network and Static Network
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  91. Improving Deep Neural Networks by Adding Auxiliary Information
    Sihyeon Seong, Chan-Ho Lee, Junmo Kim · 2018 · Advances in intelligent systems and computing
  92. Facial Expression Bilinear Encoding Model
    Haifeng Zhang, Wen Su, Zengfu Wang · 2018 · Lecture notes in computer science
  93. Face Alignment Based on K-Means
    Yunhong Li, Qiaoning Yuan · 2018 · Advances in intelligent systems and computing
  94. Video Facial Expression Recognition Based on Multi-angle Feature Fusion
    Mingxing Jiang, Min Qiang Hu, Xiaohua Wang, Haowen Wang · 2018 · International Conference on Advances in Image Processing (ICAIP)
  95. Poster: Enhanced Chatting Based on Multimodal Emotion Estimation
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  96. Deep Neural Networks for Human Behavior Understanding
    Rajiv Kumar Singh, Swati Nigam · 2019 · Springer eBooks
  97. Emotion recognition from images using deep learning
    Μιχαήλ Ταμβακέρας · 2019 · Institutional Repository Hellanicus
  98. Adversarial Feature Distillation for Facial Expression Recognition
    Mengchao Bai, Xi Jia, Weicheng Xie, Linlin Shen · 2019 · Lecture notes in computer science
  99. Facial Expression Recognition Based on Group Domain Random Frame Extraction
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  100. The Riemannian and Affine Geometry of Facial Expression and Action Recognition
    Mohamed Daoudi, Juan Carlos Alvarez-Paiva, Anis Kacem · 2020 · Springer eBooks