Nicu Sebe

36.1k total citations · 11 hit papers
510 papers, 20.1k citations indexed

About

Nicu Sebe is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Experimental and Cognitive Psychology. According to data from OpenAlex, Nicu Sebe has authored 510 papers receiving a total of 20.1k indexed citations (citations by other indexed papers that have themselves been cited), including 395 papers in Computer Vision and Pattern Recognition, 133 papers in Artificial Intelligence and 43 papers in Experimental and Cognitive Psychology. Recurrent topics in Nicu Sebe's work include Advanced Image and Video Retrieval Techniques (135 papers), Image Retrieval and Classification Techniques (89 papers) and Human Pose and Action Recognition (85 papers). Nicu Sebe is often cited by papers focused on Advanced Image and Video Retrieval Techniques (135 papers), Image Retrieval and Classification Techniques (89 papers) and Human Pose and Action Recognition (85 papers). Nicu Sebe collaborates with scholars based in Italy, United States and China. Nicu Sebe's co-authors include Elisa Ricci, Michael S. Lew, Thomas S. Huang, Jingkuan Song, Yi Yang, Dan Xu, Alejandro Jaimes, Yan Yan, Ira L. Cohen and Max Welling and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and IEEE Transactions on Image Processing.

In The Last Decade

Nicu Sebe

479 papers receiving 19.4k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Content-based multimedia information retrieval

2006 981 citations Nicu Sebe et al. profile →
A Survey on Learning to Hash

2017 668 citations Jingkuan Song, Nicu Sebe et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Facial expression recognition from video sequences: temporal and static modeling

2003 583 citations Nicu Sebe et al. Computer Vision and Image Understanding profile →
Multimodal human–computer interaction: A survey

2007 564 citations Nicu Sebe et al. Computer Vision and Image Understanding profile →
AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups

2018 438 citations Nicu Sebe et al. profile →
ASCERTAIN: Emotion and Personality Recognition Using Commercial Sensors

2016 354 citations Nicu Sebe et al. profile →
Detecting anomalous events in videos by learning deep representations of appearance and motion

2016 330 citations Dan Xu, Elisa Ricci et al. Computer Vision and Image Understanding profile →
Binary neural networks: A survey

2020 325 citations Xianglong Liu, Jingkuan Song et al. Pattern Recognition profile →
PAD-Net: Multi-tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing

2018 299 citations Dan Xu, Wanli Ouyang et al. Institutional Research Information System (Università degli Studi di Trento) profile →
Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments

2021 208 citations Xianglong Liu, Jingkuan Song et al. Pattern Recognition profile →
Curriculum Learning: A Survey

2022 189 citations Radu Tudor Ionescu, Nicu Sebe et al. International Journal of Computer Vision profile →

Peers

Countries citing papers authored by Nicu Sebe

Since Specialization

Citations

This map shows the geographic impact of Nicu Sebe's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Nicu Sebe with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nicu Sebe more than expected).

Fields of papers citing papers by Nicu Sebe

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Nicu Sebe. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Nicu Sebe. The network helps show where Nicu Sebe may publish in the future.

Co-authorship network of co-authors of Nicu Sebe

This figure shows the co-authorship network connecting the top 25 collaborators of Nicu Sebe. A scholar is included among the top collaborators of Nicu Sebe based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Nicu Sebe. Nicu Sebe is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Cross-modality average precision optimization for visible thermal person re-identification 2025 ·Pattern Recognition ·(unknown), Zhiming Luo, Dazhen Lin, Shaozi Li, Min Jiang, Nicu Sebe, (unknown)	3
2	Masked Image Modeling: A Survey 2025 ·International Journal of Computer Vision ·Vlad Hondru, (unknown), Shervin Minaee, Radu Tudor Ionescu, Nicu Sebe	2
3	Bilevel progressive homography estimation via correlative region-focused transformer 2024 ·Computer Vision and Image Understanding ·Qi Jia, (unknown), (unknown), Yu Liu, Nan Pu, Nicu Sebe	1
4	A pure MLP-Mixer-based GAN framework for guided image translation 2024 ·Pattern Recognition ·Hao Tang, (unknown), Nicu Sebe	1
5	Efficient Deep Learning for Image Classification: Lighter Preprocessing and Fewer Parameters 2024 ·(unknown), Nicu Sebe, Jurandy Almeida	0
6	Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification 2024 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Fengxiang Yang, Zhun Zhong, Zhiming Luo, Yifan He, Shaozi Li, Nicu Sebe	3
7	Adaptive Log-Euclidean Metrics for SPD Matrix Learning 2024 ·IEEE Transactions on Image Processing ·(unknown), Song Yue, Tianyang Xu, Zhiwu Huang, Xiao‐Jun Wu, Nicu Sebe	1
8	Vision + X: A Survey on Multimodal Learning in the Light of Data 2024 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·(unknown), Yu Wu, Nicu Sebe, (unknown)	12
9	GraphMLP: A graph MLP-like architecture for 3D human pose estimation 2024 ·Pattern Recognition ·Wenhao Li, Mengyuan Liu, Hong Liu, Tianyu Guo, (unknown), Hao Tang, Nicu Sebe	15
10	Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction 2021 ·2021 IEEE/CVF International Conference on Computer Vision (ICCV) ·Guanglei Yang, Hao Tang, Mingli Ding, Nicu Sebe, Elisa Ricci	128
11	Spatio-Temporal Attention Networks for Action Recognition and Detection 2020 ·IEEE Transactions on Multimedia ·Jun Li, Xianglong Liu, Wenxuan Zhang, Mingyuan Zhang, Jingkuan Song, Nicu Sebe	129
12	Embedding Perspective Analysis Into Multi-Column Convolutional Neural Network for Crowd Counting 2020 ·IEEE Transactions on Image Processing ·Yifan Yang, Guorong Li, Dawei Du, Qingming Huang, Nicu Sebe	48
13	Structured Coupled Generative Adversarial Networks for Unsupervised Monocular Depth Estimation 2019 ·Institutional Research Information System (Università degli Studi di Trento) ·(unknown), Dan Xu, (unknown), Nicu Sebe	13
14	Training Adversarial Discriminators for Cross-Channel Abnormal Event Detection in Crowds 2019 ·IRIS UNIMORE (University of Modena and Reggio Emilia) ·Mahdyar Ravanbakhsh, Enver Sangineto, Moin Nabi, Nicu Sebe	122
15	Image Analysis and Processing – ICIAP 2019 20th International Conference, Trento, Italy, September 9–13, 2019, Proceedings, Part II 2019 ·View ·Elisa Ricci, Samuel Rota Bulò, Cees G. M. Snoek, Oswald Lanz, Stefano Messelodi, Nicu Sebe	8
16	PAD-Net: Multi-tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing breakdown → 2018 ·Institutional Research Information System (Università degli Studi di Trento) ·Dan Xu, Wanli Ouyang, Xiaogang Wang, Nicu Sebe	299
17	Viewpoint-Consistent 3D Face Alignment 2017 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Sergey Tulyakov, László A. Jeni, Jeffrey F. Cohn, Nicu Sebe	14
18	Emotion recognition in the wild 2016 ·Journal on Multimodal User Interfaces ·Abhinav Dhall, Roland Goecke, Tom Gedeon, Nicu Sebe	12
19	Computer Vision – ECCV 2016 2016 ·Lecture notes in computer science ·Max Welling, Nicu Sebe	175
20	Multimodal Human Computer Interaction 2005 ·UvA-DARE (University of Amsterdam) ·(unknown), Nicu Sebe	2

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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