Sebe, Nicu

Content-based multimedia information retrieval: State of the art and challenges

Lew, M. S., Sebe, N., Djeraba, C., & Jain, R. (2006) · ACM Transactions on Multimedia Computing, Communications, and Applications

Image Retrieval and Classification TechniquesVideo Analysis and Summarization

Cited by 1,528

Multimodal human–computer interaction: A survey

Jaimes, A., & Sebe, N. (2007) · Computer Vision and Image Understanding

Emotion and Mood RecognitionHand Gesture Recognition Systems

Cited by 965

Facial expression recognition from video sequences: temporal and static modeling

Cohen, I., Sebe, N., Garg, A., Chen, L. S., & Huang, T. S. (2003) · Computer Vision and Image Understanding

Emotion and Mood RecognitionFace recognition and analysis

Cited by 874

First Order Motion Model for Image Animation

Siarohin, A., Lathuilière, S., Tulyakov, S., Ricci, E., & Sebe, N. (2020) · arXiv

Generative Adversarial Networks and Image SynthesisAdvanced Vision and Imaging

Cited by 585

Binary Neural Networks: A Survey

Qin, H., Gong, R., Liu, X., Bai, X., Song, J., & Sebe, N. (2020) · Pattern Recognition

Advanced Neural Network ApplicationsNeural Networks and Applications

Cited by 546

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

Bai, X., Wang, X., Liu, X., Liu, Q., Song, J., Sebe, N., & Kim, B. (2021) · Pattern Recognition

Explainable Artificial Intelligence (XAI)Advanced Neural Network Applications

Cited by 313

Authentic facial expression analysis

Sebe, N., Lew, M. S., Sun, Y., Cohen, I., Gevers, T., & Huang, T. S. (2007) · Image and Vision Computing

Emotion and Mood RecognitionFace and Expression Recognition

Cited by 257

Affective multimodal human-computer interaction

Pantic, M., Sebe, N., Cohn, J. F., & Huang, T. (2005) · Proceedings of the 13th annual ACM international conference on Multimedia

Emotion and Mood RecognitionSocial Robot Interaction and HRI

Cited by 234

Emotion Recognition Based on Joint Visual and Audio Cues

Sebe, N., Cohen, I., Gevers, T., & Huang, T. S. (2006) · 18th International Conference on Pattern Recognition (ICPR'06)

Emotion and Mood RecognitionSpeech and Audio Processing

Cited by 202

MULTIMODAL EMOTION RECOGNITION

Sebe, N., Cohen, I., & Huang, T. S. (2005) · Handbook of Pattern Recognition and Computer Vision

Emotion and Mood RecognitionSentiment Analysis and Opinion Mining

Cited by 201

Unsupervised Adversarial Depth Estimation Using Cycled Generative Networks

Pilzer, A., Xu, D., Puscas, M., Ricci, E., & Sebe, N. (2018) · 2018 International Conference on 3D Vision (3DV)

Advanced Vision and ImagingAdvanced Neural Network Applications

Cited by 192

Learning Bayesian network classifiers for facial expression recognition both labeled and unlabeled data

Cohen, I., Sebe, N., Gozman, F. G., Cirelo, M. C., & Huang, T. S. (2003) · 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings.

Bayesian Modeling and Causal InferenceEmotion and Mood Recognition

Cited by 155

Self Paced Deep Learning for Weakly Supervised Object Detection

Sangineto, E., Nabi, M., Culibrk, D., & Sebe, N. (2019) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 114

Please, tell me about yourself: automatic personality assessment using short self-presentations

Batrinca, L. M., Mana, N., Lepri, B., Pianesi, F., & Sebe, N. (2011) · Proceedings of the 13th international conference on multimodal interfaces

Emotion and Mood RecognitionPersonality Traits and Psychology

Cited by 96

The more the merrier: Analysing the affect of a group of people in images

Dhall, A., Joshi, J., Sikka, K., Goecke, R., & Sebe, N. (2015) · 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG)

Emotion and Mood RecognitionImage Retrieval and Classification Techniques

Cited by 93

Multimodal interfaces: Challenges and perspectives

Sebe, N. (2009) · Journal of Ambient Intelligence and Smart Environments

Interactive and Immersive DisplaysSpeech and dialogue systems

Cited by 57

Event-based media processing and analysis: A survey of the literature

Tzelepis, C., Ma, Z., Mezaris, V., Ionescu, B., Kompatsiaris, I., Boato, G., Sebe, N., & Yan, S. (2016) · Image and Vision Computing

Video Analysis and SummarizationMultimodal Machine Learning Applications

Cited by 49

Bidirectional Transformer GAN for Long-term Human Motion Prediction

Zhao, M., Tang, H., Xie, P., Dai, S., Sebe, N., & Wang, W. (2023) · ACM Transactions on Multimedia Computing, Communications, and Applications

Human Motion and AnimationHuman Pose and Action Recognition

Cited by 38

Inference of personality traits and affect schedule by analysis of spontaneous reactions to affective videos

Abadi, M. K., Correa, J. A. M., Wache, J., Yang, H., Patras, I., & Sebe, N. (2015) · 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG)

Emotion and Mood RecognitionGaze Tracking and Assistive Technology

Cited by 36

SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting

Ma, M., Ma, Q., Li, Y., Cheng, J., Yang, R., Ren, B., Popovic, N., Wei, M., Sebe, N., Konukoglu, E., et al. (2025) · Advances in Neural Information Processing Systems 38

3D Shape Modeling and AnalysisComputer Graphics and Visualization Techniques

Cited by 3