Research output per year
Research output per year
Personal profile
University profile
Dr. Hongbo Zhou joined the Computer Science Department at Montclair State University in Fall 2018. He received his Ph.D. from the Computer Science Department at Southern Illinois University Carbondale in 2014. He also has a M.S. degree in Mathematics and a B.S. degree in Physics, both from Beijing University of Aeronautics and Astronautics.
Most of his research is about extending the perception capability for computers or devices. Perception is a set of natural capabilities for humans including recognition of voice, image, vision, continuous activities, etc. These are often natural to humans but difficult for devices.
Research interests
Extending the perception capability for computers or devices.
Scholarly Interests
Some topics Dr. Hongbo Zhou has contributed including recognition of human faces, sports recognition, and open-environment continuous activities recognition; fast subspace and manifold embedding, concurrent features election; structure from motion; mechanisms about brain’s response to excitements; theoretical explorations, etc. Some of his publications appeared in premium venues such as TPAMI, TNNLS, CVPR, NIPS, etc.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Hongbo Zhou is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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A scalable projective scaling algorithm for lp loss with convex penalizations
Zhou, H. & Cheng, Q., 1 Feb 2015, In: IEEE Transactions on Neural Networks and Learning Systems. 26, 2, p. 265-276 12 p., 6808493.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
A minimax framework for classification with applications to images and high dimensional data
Cheng, Q., Zhou, H., Cheng, J. & Li, H., 1 Nov 2014, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, 11, p. 2117-2130 14 p., 6824834.Research output: Contribution to journal › Article › peer-review
25 Scopus citations -
Discriminative dictionary learning via shared latent structure for object recognition and activity recognition
Wang, H., Zhou, H. & Finn, A., 22 Sep 2014, In: Proceedings - IEEE International Conference on Robotics and Automation. p. 6299-6304 6 p., 6907788.Research output: Contribution to journal › Conference article › peer-review
6 Scopus citations -
L-two-L-infinity consensus in uncertain high-order multi-agent systems with a leader
Mo, L. P., Zhou, Y. J. & Zhou, H. B., 1 Sep 2012, In: Kongzhi Lilun Yu Yingyong/Control Theory and Applications. 29, 9, p. 1125-1131 7 p.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
O(N) implicit subspace embedding for unsupervised multi-scale image segmentation
Zhou, H. & Cheng, Q., 1 Jan 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. IEEE Computer Society, p. 2209-2215 7 p. 5995606. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations