Hanumant Singh
Professor, Electrical and Computer Engineering
Jointly Appointed, Mechanical and Industrial Engineering
Program Director, Master of Science in Robotics
Office
- 525 ISEC
- 617.373.7286
Related Links
Research Focus
Machine Learning for Fisheries, SLAM in the presence of Dynamic Moving Objects, Counter UAS methodologies , Manipulation Underwater, and Imaging in Visually Degraded Environments including underwater and in polar regions
About
Hanumant Singh is a Professor at Northeastern University. He received his Ph.D. from the MIT WHOI Joint Program in 1995 and then worked on the Staff at Woods Hole Oceanographic Institution until 2016 when he joined Northeastern. His research interests are in the area of field robotics, with an emphasis on SLAM, imaging, and mapping, particularly in the marine, polar and aerial domains.
His group has designed and built the Seabed AUV and the Jetyak Autonomous Surface Vehicle, dozens of which are in use for scientific and academic research across the globe. He also has strong interests in small Unmanned Aerial Systems (UAS). He has participated in 60 expeditions in all of the world’s oceans in support of Marine Geology, Marine Biology, Deep Water Archaeology, Chemical Oceanography, Polar Studies, and Coral Reef Ecology. In collaboration with his students his awards include the ICRA Best Student Paper Award, the Sung Fu Memorial Best IEEE Transactions on Robotics Paper Award and Best Paper Awards at the Oceans Conference and at AGU.
Education
- Ph.D. Massachusetts Institute of Technology/Woods Hole Oceanographic Institution Joint Program, 1995
Professional Affiliations
- Senior Member, IEEE
- Member, American Geophysical Union
- Member, Eta Kappa Nu, National Honor Society for Electrical Engineering
- Member, Alpha Chi, National Honor Society
Research Overview
Machine Learning for Fisheries, SLAM in the presence of Dynamic Moving Objects, Counter UAS methodologies , Manipulation Underwater, and Imaging in Visually Degraded Environments including underwater and in polar regions
Field Robotics Lab
Our group of students, faculty, and collaborators work on diverse interests including photomosaicking, visual-based navigation, 3D image reconstruction, image segmentation and classification, and chemical sensors. We work with manned submersibles, remotely operated and tethered vehicles, and autonomous underwater vehicles on different aspects of these systems including docking, navigation, manipulation and software for autonomous operations.
Research Centers and Institutes
Department Research Areas
Selected Publications
- Strycker, Noah, Borowicz, Alex, Wethington, Michael, Forrest, Steven, Shah, Vikrant, Liu, Yang, Singh, Hanumant, Lynch, Heather J. (2021). Fifty-year change in penguin abundance on Elephant Island, South Shetland Islands, Antarctica: results of the 2019–20 census. Polar Biology, 44(1),45-56. 10.1007/S00300-020-02774-4
- Mei, M. Jeffrey, Maksym, Ted, Weissling, Blake, Singh, Hanumant (2019). Estimating early-winter Antarctic sea ice thickness from deformed ice morphology. The Cryosphere, 13(11),2915-2934. 10.5194/TC-13-2915-2019
- Mei, M. Jeffrey, Maksym, Ted, Singh, Hanumant (2019). Estimating Early-Winter Antarctic Sea Ice Thickness From Deformed Ice Morphology. The Cryosphere Discussions, ,1-33. 10.5194/TC-2019-140
- Wagner, Till J. W., Straneo, Fiamma, Richards, Clark G., Slater, Donald A., Stevens, Laura A., Das, Sarah B., Singh, Hanumant (2019). Large spatial variations in the flux balance along the front of a Greenland tidewater glacier. The Cryosphere, 13(3),911-925. 10.5194/TC-13-911-2019
- H. Singh, W. Freeman, et al., Camouflaging an Object from Many Viewpoints, Proceedings of the 2014 Computer Vision and Pattern Recognition Conference, 1-8
- C. Murphy, J. Walls, T. Schneider, H. Singh, et al. CAPTURE: A Communications Architecture for Progressive Transmission via Underwater Relays with Eavesdropping, IEEE Journal of Oceanic Engineering, 39(1), 2014, 1-13
- K.E. Smith, H. Singh, et al., Discovery of a Recent, Natural Whale Fall on the Continental Slope Off Anvers Island, Western Antarctic Peninsula, Deep Sea Research Part I: Oceanographic Research Papers, 90, 2014, 76-80
- G. Williams, J. Wilkinson, T. Maksym, H. Singh, C. Kunz, et al., Mapping Ice Thickness and Extreme Deformation of Antarctic Sea Ice from an Autonomous Underwater Vehicle, Nature Geoscience, 8, 2014, 61-67
- M. Yi Cheung, J. Leighton, U. Mitra, H. Singh, F.S. Hover Performance of Bandit Methods in Acoustic Relay Positioning, Proceedings of the 2014 Automatic Control Conference, 2014, 4708-4714
- C. Kunz, H. Singh, Map Building Fusing Acoustic and Visual Information Using Autonomous Underwater Vehicles, Journal of Field Robotics, 30(5), 2013, 1556-4967
- H. Singh, K. Nakamura, M. Jakobssen, T. Shank, et al. Effusive and Explosive Volcanism on the Ultraslow- Spreading Gakkel Ridge, 85°E, Geochemistry, Geophysics, Geosystems, 13(10), 2012
Jul 28, 2021
Advancing Remote Robotic Technology
MIE Assistant Professor Peter Whitney has been working to design lightweight nimble robotic arms that could be capable of remote surgery or other situations where safety might be a factor. Nimble robotic arms that perform delicate surgery may be one step closer to reality Main photo: Robotics researchers at Northeastern are advancing a technology to […]
Jun 23, 2021
A Clever Robot Spies on Creatures in the Ocean’s ‘Twilight Zone’
ECE Professor Hanumant Singh was featured in the Wired.com article “A Clever Robot Spies on Creatures in the Ocean’s ‘Twilight Zone’“.
Apr 06, 2021
The Robotic Requirements Needed for a Self-Driving Car
ECE Professor Hanumant Singh’s autonomous field-robotics class incorporates how real-life conditions impact all the robotics required to make things like self-driving cars.
Oct 30, 2020
Building the Next Generation of Autonomous Robots
ECE Professor Hanumant Singh is working to build the next generation of autonomous robots to explore remote environments like the bottom of the ocean.
Sep 10, 2020
Faculty and Staff Awards 2020
Congratulations to all the winners of the faculty and staff awards, and to everyone for their hard work and dedication during the 2019-2020 academic school year.
Feb 28, 2020
Using Drones to Monitor Iceberg Sizes
ECE/MIE Professor Hanumant Singh has developed a method of taking high-resolution 3d photos of icebergs to monitor their size using ocean drones.
Feb 13, 2020
Using Drones to Monitor Penguin Populations
Computer Engineering PhD students Yang Liu and Vikrant Shah traveled to Antarctica to count the dwindling population of chinstrap penguins with drones.
Jan 17, 2020
Penguin species in Antarctica hit hard by climate change
ECE/MIE Professor Hanumant Singh’s research on the declining penguin population in Antarctica was featured on the CBS This Morning segment “Penguin species in Antarctica hit hard by climate change”.
Nov 20, 2019
Thinking Out of the Box at Toyota Research Institute
When Amanda Zhu graduated from Northeastern University in May of 2018 with a Master of Science degree in Computer Engineering, she only had to wait a month before she started working at the Toyota Research Institute in Cambridge, Massachusetts. Originating from China, Zhu graduated from the University of New Haven with a bachelor’s degree in […]
Sep 26, 2018
MIE/ECE Faculty Awarded $1.5M AFRL Grant
MIE/ECE Assistant Professor Jose Martinez-Lorenzo, ECE Professor Tommaso Melodia, ECE Professor Kaushik Chowdhury, ECE/MIE Professor Hanumant Singh, and CCIS/ECE Affiliated Faculty Chris Amato were awarded a $1.5M Air Force Research Laboratory (AFRL) grant for “Robust Decentralized Classification and Coordination Algorithms for Swarms of SUAS.”