Faculty profile
Songnian Li
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Research
Latest papers
Indoor Localization Methods for Smartphones with Multi-Source Sensors Fusion: Tasks, Challenges, Strategies, and Perspectives.
Sensors (Basel, Switzerland) · 2025
Virtual cleaning of sooty mural hyperspectral images using the LIME model and improved dark channel prior.
Scientific reports · 2024
Enhancement and Restoration of Scratched Murals Based on Hyperspectral Imaging-A Case Study of Murals in the Baoguang Hall of Qutan Temple, Qinghai, China.
Sensors (Basel, Switzerland) · 2022 · senior author
Latest funding
- $1,029,784
Smart Campus Integrated Platform Development
NSERC · 2019 · Co-investigator
- $25,000
Machine-learning based big textual data analysis for job candidate resources extraction and matching
NSERC · 2019 · Principal investigator
- $287,000
Extracting Traffic Events and Human Mobility Patterns in Geosocial Media Data for Assessing Real-time Road Traffic
NSERC · 2017 · Principal investigator
9 publications.
Indoor Localization Methods for Smartphones with Multi-Source Sensors Fusion: Tasks, Challenges, Strategies, and Perspectives.
Liu J, Yang Z, Zlatanova S, Li S, Yu B
Virtual cleaning of sooty mural hyperspectral images using the LIME model and improved dark channel prior.
Sun P, Hou M, Lyu S, Li S, Wang W, Cheng C, Zhang T
Enhancement and Restoration of Scratched Murals Based on Hyperspectral Imaging-A Case Study of Murals in the Baoguang Hall of Qutan Temple, Qinghai, China.
Sun P, Hou M, Lyu S, Wang W, Li S, Mao J, Li S
Geographic information science in the era of geospatial big data: A cyberspace perspective.
Liu X, Chen M, Claramunt C, Batty M, Kwan MP, Senousi AM, Cheng T, Strobl J, Arzu C, Wilson J, Bandrova T, Konecny M, Torrens PM, Zhang F, He L, Wang J, Ratti C, Kolditz O, Klippel A, Li S, Lin H, Lü G
An Improved Spatiotemporal Fusion Approach Based on Multiple Endmember Spectral Mixture Analysis.
Liu W, Zeng Y, Li S, Pi X, Huang W
Road Surface Monitoring Using Smartphone Sensors: A Review.
Sattar S, Li S, Chapman M
Spectral Estimation Model Construction of Heavy Metals in Mining Reclamation Areas.
Dong J, Dai W, Xu J, Li S
China: Open access to Earth land-cover map.
Jun C, Ban Y, Li S
A hybrid spatio-temporal data indexing method for trajectory databases.
Ke S, Gong J, Li S, Zhu Q, Liu X, Zhang Y
Smart Campus Integrated Platform Development
Principal investigators: McArthur, Jennifer J
Keywords: cloud computing; complex event processing; facility management; machine learning; recommender systems; remote sensing; smart buildings; smart infrastructure; smart transportation; system integration
Machine-learning based big textual data analysis for job candidate resources extraction and matching
Principal investigators: Li, Songnian
Extracting Traffic Events and Human Mobility Patterns in Geosocial Media Data for Assessing Real-time Road Traffic
Principal investigators: Li, Songnian
Keywords: Big data; Event detection; Geographic information; Geosocial media data; Human mobility; Mobility pattern; Semantics; Spatio-temporal; Urban system; Web system
S&R GIS: an event driven geospatial infrastructure for real-time decision support
Principal investigators: Li, Songnian
Updating road network using GPS data collected from smart phones
Principal investigators: Li, Songnian
Solar energy modeling and demonstration technology for urban buildings
Principal investigators: Li, Songnian
Geomatics for Informed Decisions/La géomatique pour des inerventions et des décisions éclairées
Principal investigators: Chrisman, Nicholas
Collaborative GIS for municipal planning: enhancing web-based open GIS and decision-making tools
Principal investigators: Li, Songnian
Geomatics for Informed Decisions/La géomatique pour des inerventions et des décisions éclairées
Principal investigators: Chrisman, Nicholas
Mew collaborative geographic visulaization methods and tools for right-of-way corridor location
Principal investigators: Li, Songnian
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
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