Nicu Sebe

Research interests

Publications

• Curriculum Learning: A Survey

  International Journal of Computer Vision · 2022 · 10.1007/s11263-022-01611-x

• Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments

  Pattern Recognition · 2021 · 10.1016/j.patcog.2021.108102

• AttentionGAN: Unpaired Image-to-Image Translation Using Attention-Guided Generative Adversarial Networks

  IEEE Transactions on Neural Networks and Learning Systems · 2021 · 10.1109/tnnls.2021.3105725

• Binary neural networks: A survey

  Pattern Recognition · 2020 · 10.1016/j.patcog.2020.107281

• Pattern-Affinitive Propagation Across Depth, Surface Normal and Semantic Segmentation

  · 2019 · 10.1109/cvpr.2019.00423

• AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups

  IEEE Transactions on Affective Computing · 2018 · 10.1109/taffc.2018.2884461

• Group Consistent Similarity Learning via Deep CRF for Person Re-identification

  · 2018 · 10.1109/cvpr.2018.00902

• Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation

  · 2018 · 10.1109/cvpr.2018.00412

• Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features

  IEEE Transactions on Neural Networks and Learning Systems · 2018 · 10.1109/tnnls.2018.2829867

• PAD-Net: Multi-tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing

  Journal · 2018 · https://doi.org/10.1109/cvpr.2018.00077

• A Survey on Learning to Hash

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 10.1109/tpami.2017.2699960

• Multi-scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation

  Journal · 2017 · https://doi.org/10.1109/cvpr.2017.25

• Self-Adaptive Matrix Completion for Heart Rate Estimation from Face Videos under Realistic Conditions

  · 2016 · 10.1109/cvpr.2016.263

• Computer Vision – ECCV 2016

  Lecture notes in computer science · 2016 · 10.1007/978-3-319-46448-0

• ASCERTAIN: Emotion and Personality Recognition Using Commercial Sensors

  IEEE Transactions on Affective Computing · 2016 · 10.1109/taffc.2016.2625250

• Detecting anomalous events in videos by learning deep representations of appearance and motion

  Computer Vision and Image Understanding · 2016 · 10.1016/j.cviu.2016.10.010

• DECAF: MEG-Based Multimodal Database for Decoding Affective Physiological Responses

  IEEE Transactions on Affective Computing · 2015 · 10.1109/taffc.2015.2392932

• Learning Deep Representations of Appearance and Motion for Anomalous Event Detection

  · 2015 · 10.5244/c.29.8

• Combining Head Pose and Eye Location Information for Gaze Estimation

  IEEE Transactions on Image Processing · 2011 · 10.1109/tip.2011.2162740

• Structural resemblance to emotional expressions predicts evaluation of emotionally neutral faces.

  Emotion · 2009 · 10.1037/a0014681

• Multimodal human–computer interaction: A survey

  Computer Vision and Image Understanding · 2007 · 10.1016/j.cviu.2006.10.019

• Content-based multimedia information retrieval

  ACM Transactions on Multimedia Computing Communications and Applications · 2006 · 10.1145/1126004.1126005

• Authentic facial expression analysis

  Image and Vision Computing · 2006 · 10.1016/j.imavis.2005.12.021

• Facial expression recognition from video sequences: temporal and static modeling

  Computer Vision and Image Understanding · 2003 · 10.1016/s1077-3142(03)00081-x

• Image and Video Retrieval

  Lecture notes in computer science · 2003 · 10.1007/3-540-45113-7

Current projects

No projects listed.