Works (7)

2022 journal article

A Survey of Single-Scene Video Anomaly Detection

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 44(5), 2293–2312.

By: B. Ramachandra, M. Jones* & R. Vatsavai

author keywords: Anomaly detection; Computational modeling; Cameras; Training; Buildings; Legged locomotion; Feeds; Video anomaly detection; abnormal event detection; surveillance
Sources: Web Of Science, ORCID
Added: May 23, 2022

2021 article

Local Clustering with Mean Teacher for Semi-supervised learning

2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), pp. 6243–6250.

By: Z. Chen, B. Dutton, B. Ramachandra, T. Wu & R. Vatsavai

Sources: Web Of Science, ORCID
Added: August 30, 2021

2021 journal article

Perceptual metric learning for video anomaly detection

MACHINE VISION AND APPLICATIONS, 32(3).

By: B. Ramachandra, M. Jones* & R. Vatsavai

author keywords: Video anomaly detection; Metric learning; Video surveillance; Siamese neural networks
Sources: Web Of Science, ORCID
Added: April 5, 2021

2019 journal article

Anomalous cluster detection in spatiotemporal meteorological fields

STATISTICAL ANALYSIS AND DATA MINING, 12(2), 88–100.

By: B. Ramachandra, B. Dutton & R. Vatsavai

author keywords: anomaly detection; clustering; spatiotemporal data mining
Sources: Web Of Science, ORCID
Added: April 9, 2019

2018 journal article

Real-Time Energy Audit of Built Environments: Simultaneous Localization and Thermal Mapping

JOURNAL OF INFRASTRUCTURE SYSTEMS, 24(3).

By: B. Ramachandra, P. Nawathe n, J. Monroe n, K. Han, Y. Ham* & R. Vatsavai

Sources: Web Of Science, ORCID
Added: October 19, 2018

2017 conference paper

Hierarchical change detection framework for biomass monitoring

2017 ieee international geoscience and remote sensing symposium (igarss), 620–623.

By: Z. Chen, B. Ramachandra & R. Vatsavai

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2016 conference paper

Scalable nearest neighbor based hierarchical change detection framework for crop monitoring

2016 IEEE International Conference on Big Data (Big Data), 1309–1314.

By: Z. Chen, R. Vatsavai, B. Ramachandra, Q. Zhang, N. Singh* & S. Sukumar*

Sources: NC State University Libraries, ORCID
Added: August 6, 2018