Arpan Man Sainju

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 25

Top Topics

Surface Segmentation

High Resolution

Weakly Supervised

Top Venues

ACM Trans. Intell. Syst. Technol.

Publications

Zhe Jiang, Yupu Zhang, Saugat Adhikari, Da Yan, Arpan Man Sainju, Xiaowei Jia, Yiqun Xie
A Hidden Markov Forest Model for Terrain-Aware Flood Inundation Mapping from Earth Imagery. SDM (2023)
Arpan Man Sainju, Wenchong He, Zhe Jiang
A Hidden Markov Contour Tree Model for Spatial Structured Prediction. IEEE Trans. Knowl. Data Eng. 34 (4) (2022)
Saugat Adhikari, Da Yan, Mirza Tanzim Sami, Jalal Khalil, Lyuheng Yuan, Bhadhan Roy Joy, Zhe Jiang, Arpan Man Sainju
An elevation-guided annotation tool for flood extent mapping on earth imagery (demo paper). SIGSPATIAL/GIS (2022)
Zhe Jiang, Wenchong He, Marcus Stephen Kirby, Arpan Man Sainju, Shaowen Wang, Lawrence V. Stanislawski, Ethan Shavers, E. Lynn Usery
Weakly Supervised Spatial Deep Learning for Earth Image Segmentation Based on Imperfect Polyline Labels. ACM Trans. Intell. Syst. Technol. 13 (2) (2022)
Wenchong He, Arpan Man Sainju, Zhe Jiang, Da Yan, Yang Zhou
Earth Imagery Segmentation on Terrain Surface with Limited Training Labels: A Semi-supervised Approach based on Physics-Guided Graph Co-Training. ACM Trans. Intell. Syst. Technol. 13 (2) (2022)
Arpan Man Sainju, Wenchong He, Zhe Jiang, Da Yan, Haiquan Chen
Flood Inundation Mapping with Limited Observations Based on Physics-Aware Topography Constraint. Frontiers Big Data 4 (2021)
Md Mostafijur Rahman, Arpan Man Sainju, Da Yan, Zhe Jiang
Mapping Road Safety Barriers Across Street View Image Sequences: A Hybrid Object Detection and Recurrent Model. GeoAI@SIGSPATIAL (2021)
Zewei Xu, Shaowen Wang, Lawrence V. Stanislawski, Zhe Jiang, Nattapon Jaroenchai, Arpan Man Sainju, Ethan Shavers, E. Lynn Usery, Li Chen, Zhiyu Li, Bin Su
An attention U-Net model for detection of fine-scale hydrologic streamlines. Environ. Model. Softw. 140 (2021)
Wenchong He, Arpan Man Sainju, Zhe Jiang, Da Yan
Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy. SDM (2021)
Zhe Jiang, Miao Xie, Arpan Man Sainju
Geographical Hidden Markov Tree. IEEE Trans. Knowl. Data Eng. 33 (2) (2021)
Arpan Man Sainju, Zhe Jiang
Mapping Road Safety Features from Streetview Imagery: A Deep Learning Approach. Trans. Data Sci. 1 (3) (2020)
Arpan Man Sainju, Danial Aghajarian, Zhe Jiang, Sushil K. Prasad
Parallel Grid-Based Colocation Mining Algorithms on GPUs for Big Spatial Event Data. IEEE Trans. Big Data 6 (1) (2020)
Wenchong He, Arpan Man Sainju, Zhe Jiang, Da Yan
Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy. CoRR (2020)
Arpan Man Sainju, Wenchong He, Zhe Jiang, Da Yan, Haiquan Chen
Spatial Classification With Limited Observations Based On Physics-Aware Structural Constraint. CoRR (2020)
Arpan Man Sainju, Wenchong He, Zhe Jiang, Da Yan
Spatial Classification with Limited Observations Based on Physics-Aware Structural Constraint. AAAI (2020)
Zhe Jiang, Marcus Stephen Kirby, Wenchong He, Arpan Man Sainju
Deep Learning for Earth Image Segmentation based on Imperfect Polyline Labels with Annotation Errors. CoRR (2020)
Zhe Jiang, Arpan Man Sainju
A Hidden Markov Tree Model for Flood Extent Mapping in Heavily Vegetated Areas based on High Resolution Aerial Imagery and DEM: A Case Study on Hurricane Matthew Floods. CoRR (2020)
Wenchong He, Zhe Jiang, Chengming Zhang, Arpan Man Sainju
CurvaNet: Geometric Deep Learning based on Directional Curvature for 3D Shape Analysis. KDD (2020)
Zhe Jiang, Arpan Man Sainju
Hidden Markov Contour Tree: A Spatial Structured Model for Hydrological Applications. KDD (2019)
Arpan Man Sainju, Zhe Jiang
Mapping road safety features from streetview imagery: A deep learning approach. CoRR (2019)
Zhe Jiang, Arpan Man Sainju, Yan Li, Shashi Shekhar, Joseph F. Knight
Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity. ACM Trans. Intell. Syst. Technol. 10 (4) (2019)
Miao Xie, Zhe Jiang, Arpan Man Sainju
Geographical Hidden Markov Tree for Flood Extent Mapping (With Proof Appendix). CoRR (2018)
Miao Xie, Zhe Jiang, Arpan Man Sainju
Geographical Hidden Markov Tree for Flood Extent Mapping. KDD (2018)
Arpan Man Sainju, Zhe Jiang
Grid-Based Colocation Mining Algorithms on GPU for Big Spatial Event Data: A Summary of Results. SSTD (2017)
Arpan Man Sainju, Travis Atkison
An Experimental Analysis of Windows Log Events Triggered by Malware. ACM Southeast Regional Conference (2017)