World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
59
Citations
11639
World Ranking
3477
National Ranking
1675

Overview

Yiannis Aloimonos is affiliated with the University of Maryland, College Park in the United States and is active in research spanning computer science and engineering, with a focus on various subfields and topics within these domains.

The scientist's research covers the main fields of study of Computer Science, with 107 publications, and Engineering, with 87 publications. Subfields of focus include Computer Vision and Pattern Recognition, Artificial Intelligence, Electrical and Electronic Engineering, Aerospace Engineering, and Control and Systems Engineering.

The primary topics of work consist of Advanced Memory and Neural Computing, Advanced Vision and Imaging, Robotics and Sensor-Based Localization, Neural Networks and Reservoir Computing, Human Pose and Action Recognition, Multimodal Machine Learning Applications, and Robot Manipulation and Learning.

Recent notable papers include:

  • Forecasting Action Through Contact Representations From First Person Video, 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence
  • SpikeMS: Deep Spiking Neural Network for Motion Segmentation, 2021, 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  • DiffPoseNet: Direct Differentiable Camera Pose Estimation, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Symbolic Representation and Learning With Hyperdimensional Computing, 2020, Frontiers in Robotics and AI
  • Robust Nonlinear Control-Based Trajectory Tracking for Quadrotors Under Uncertainty, 2020, IEEE Control Systems Letters

Frequently publishing venues include arXiv (Cornell University) with 63 publications, Frontiers in Robotics and AI with 4 publications, Science Robotics with 3 publications, Zenodo (CERN European Organization for Nuclear Research) with 3 publications, and IEEE Transactions on Pattern Analysis and Machine Intelligence with 2 publications.

Yiannis Aloimonos collaborates regularly with a number of researchers, including Cornelia Fermüller (66 coauthored works), Nitin J. Sanket (16), Chahat Deep Singh (16), Chethan M. Parameshwara (9), and Xiaomin Lin (9).

Best Publications

  • Active vision

    Unknown

  • Corpus-Guided Sentence Generation of Natural Images

    Yezhou Yang;Ching Teo;Hal Daume Iii;Yiannis Aloimonos

  • Revisiting active perception.

    Ruzena Bajcsy;Yiannis Aloimonos;John K. Tsotsos

  • Event-Based Moving Object Detection and Tracking

    Anton Mitrokhin;Cornelia Fermuller;Chethan Parameshwara;Yiannis Aloimonos

  • Affordance detection of tool parts from geometric features

    Austin Myers;Ching L. Teo;Cornelia Fermuller;Yiannis Aloimonos

  • Artificial Intelligence: Theory and Practice

    Thomas Dean;James Allen;Yiannis Aloimonos

  • Robot learning manipulation action plans by Watching unconstrained videos from the world wide web

    Yezhou Yang;Yi Li;Cornelia Fermuller;Yiannis Aloimonos

  • Shape and the Stereo Correspondence Problem

    Abhijit S. Ogale;Yiannis Aloimonos

  • Attribute-based transfer learning for object categorization with zero/one training example

    Xiaodong Yu;Yiannis Aloimonos

  • View-invariant modeling and recognition of human actions using grammars

    Abhijit S. Ogale;Alap Karapurkar;Yiannis Aloimonos

  • The minimalist grammar of action

    Katerina Pastra;Yiannis Aloimonos

  • Motion segmentation using occlusions

    A.S. Ogale;C. Fermuller;Y. Aloimonos

  • Active segmentation with fixation

    Ajay Mishra;Yiannis Aloimonos;Cheong Loong Fah

  • Active Perception

    Yiannis Aloimonos

  • The Statistics of Optical Flow

    Cornelia Fermüller;David Shulman;Yiannis Aloimonos

  • A Roadmap to the Integration of Early Visual Modules

    Abhijit S. Ogale;Yiannis Aloimonos

  • Qualitative egomotion

    Cornelia Fermüller;Yiannis Aloimonos

  • Spatio-temporal stereo using multi-resolution subdivision surfaces

    J. Neumann;Y. Aloimonos

  • Active Visual Segmentation

    A. K. Mishra;Y. Aloimonos;Loong Fah Cheong;A. Kassim

  • Learning sensorimotor control with neuromorphic sensors: Toward hyperdimensional active perception.

    Anton Mitrokhin;Peter Sutor;Cornelia Fermüller;Yiannis Aloimonos

  • A Language for Human Action

    G. Guerra-Filho;Y. Aloimonos

  • Image Understanding using vision and reasoning through Scene Description Graph

    Somak Aditya;Yezhou Yang;Chitta Baral;Yiannis Aloimonos

  • Vision and action

    Cornelia Fermüller;Yiannis Aloimonos

Frequent Co-Authors

Cornelia Fermüller
Cornelia Fermüller University of Maryland, College Park
Robert Pless
Robert Pless George Washington University
Azriel Rosenfeld
Azriel Rosenfeld University of Maryland, College Park
Chitta Baral
Chitta Baral Arizona State University
Dimitrios Lymberopoulos
Dimitrios Lymberopoulos Microsoft (United States)
Thomas Schack
Thomas Schack Bielefeld University
Hal Daumé
Hal Daumé University of Maryland, College Park
Laila Craighero
Laila Craighero University of Ferrara
Ryszard S. Michalski
Ryszard S. Michalski George Mason University
Luciano Fadiga
Luciano Fadiga Italian Institute of Technology

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring a computer science journey in the USA opens the door to numerous online degrees and flexible career pathways. Many students are searching for online mba programs affordable enough to fit their budgets, allowing them to advance in tech leadership roles without the heavy financial burden.

If you want to earn an advanced degree quickly, one year masters programs online offer a fast track to specialized skills and better employment prospects. For those wanting to jump-start their IT careers, there are also fast degrees online that can be completed in less time and still deliver strong earning potential.

For cutting-edge opportunities in artificial intelligence, consider the cheapest online masters in artificial intelligence. These degrees provide valuable, in-demand skills without overwhelming costs. With the wide range of online programs now available, students can tailor their education to their career goals and financial needs—all while preparing for a rapidly evolving technology landscape.

Best Scientists Citing Yiannis Aloimonos

Trending Scientists