Junhwa Chi

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 7

Top Topics

Hyperspectral Imagery

Manifold Learning

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Junyoung Yang, Yoo Kyung Lee, Junhwa Chi
Spectral unmixing-based Arctic plant species analysis using a spectral library and terrestrial hyperspectral Imagery: A case study in Adventdalen, Svalbard. Int. J. Appl. Earth Obs. Geoinformation 125 (2023)
Junyoung Yang, Yoo Kyung Lee, Junhwa Chi
Mapping Capability of Hyperspectral Information on Dominant Arctic Vegetation Species Using Terrestrial Hyperspectral Imagery. IGARSS (2023)
Pyung-Chae Lim, Sooahm Rhee, Junghoon Seo, Jae-In Kim, Junhwa Chi, Suk-bae Lee, Taejung Kim
An Optimal Image-Selection Algorithm for Large-Scale Stereoscopic Mapping of UAV Images. Remote. Sens. 13 (11) (2021)
Hyeyeong Choe, Junhwa Chi, James H. Thorne
Mapping Potential Plant Species Richness over Large Areas with Deep Learning, MODIS, and Species Distribution Models. Remote. Sens. 13 (13) (2021)
Junhwa Chi, Jihyun Bae, Young-Joo Kwon
Two-Stream Convolutional Long- and Short-Term Memory Model Using Perceptual Loss for Sequence-to-Sequence Arctic Sea Ice Prediction. Remote. Sens. 13 (17) (2021)
Junhwa Chi, Hyoungseok Lee, Soon Gyu Hong, Hyun-Cheol Kim
Spectral Characteristics of the Antarctic Vegetation: A Case Study of Barton Peninsula. Remote. Sens. 13 (13) (2021)
Junhwa Chi, Hyun-Cheol Kim
Prediction of Arctic Sea Ice Concentration Using a Fully Data Driven Deep Neural Network. Remote. Sens. 9 (12) (2017)
Junhwa Chi, Melba M. Crawford
Spectral Unmixing-Based Crop Residue Estimation Using Hyperspectral Remote Sensing Data: A Case Study at Purdue University. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
Junhwa Chi, Melba M. Crawford
Active Landmark Sampling for Manifold Learning Based Spectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 11 (11) (2014)
Junhwa Chi, Melba M. Crawford
Selection of Landmark Points on Nonlinear Manifolds for Spectral Unmixing Using Local Homogeneity. IEEE Geosci. Remote. Sens. Lett. 10 (4) (2013)
Junhwa Chi, Melba M. Crawford
Landmark selection using homogeneity on nonlinear manifolds for unmixing hyperspectral data. IGARSS (2012)