Jiju Poovvancheri

Associate Professor, Math & CS, St. Mary's University

Joined

February 2024

Names

Jiju Poovvancheri (Preferred)

Jiju Peethambaran

Emails

****@smu.ca (Confirmed)

****@gmail.com

Personal Links

Career & Education History

Associate Professor

Math & CS, St. Mary's University (smu.ca)

2023 – Present

Assistant Professor

Math & CS, St. Mary's University (smu.ca)

2018 – 2023

Postdoc

Computer Science, University of Victoria (uvic.ca)

2017 – 2018

Postdoc

Geomatics Engineering, University of Calgary (ucalgary.ca)

2015 – 2017

Advisors, Relations & Conflicts

Postdoc Advisor

Andrea Tagliasacchi

2017 – 2018

Postdoc Advisor

Ruisheng Wang

2015 – 2017

PhD Advisor

Ramanathan Muthuganapathy

2011 – 2015

Expertise

3D Self Supervised Learning

2023 – Present

Topological deep learning

2022 – Present

3D Deep Learning

2021 – Present

Point Cloud Processing

2015 – Present

LiDAR processing

2015 – Present

Geometric modeling

2015 – Present

Surface Reconstruction

2012 – Present

Publications

Emerging Trends in Wildfire Detection through the Lens of Computer Vision and Wildfire Emission Quantification: A Comprehensive Survey
Khushal Das, Jiju Poovvancheri, Sergio Flesca, Claudia Roberta Calidonna, Dong Chen
- IEEE Access
- Readers: Everyone
Public Building Geometric Models From Point Clouds: A multidimensional quality evaluation framework
Dong Chen, Chenwei Zhu, Zhenxin Zhang, Jiaming Na, Yueqian Shen, Yanming Chen, Jiju Peethambaran, Liqiang Zhang
- IEEE Geoscience and Remote Sensing Magazine
- Readers: Everyone
Adaptive isoline interval optimization for precise contour segmentation and instance-level detection of Martian impact craters
Dong Chen, Fan Hu, Jiaming Na, Zhenxin Zhang, Zhen Cao, Liqiang Zhang, Zhizhong Kang, Jiju Poovvancheri, Norbert Pfeifer
- Icarus
- Readers: Everyone
Segmentation of Individual Trees in TLS Point Clouds via Graph Optimization
Yuchan Liu, Dong Chen, Jiaming Na, Jiju Peethambaran, Norbert Pfeifer, Liqiang Zhang
- IEEE Transactions on Geoscience and Remote Sensing
- Readers: Everyone
Learning Geometric Complexes for 3D Shape Classification
Prachi Kudeshia, Muhammad Altaf Agowun, Jiju Poovvancheri
- Shape Modeling International 2024 (Computers & Graphics, Elsevier)
- Readers: Everyone
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud
Ayumu Saito, Prachi Kudeshia, Jiju Poovvancheri
- WACV 2025
- Readers: Everyone
Segmentation of Individual Tree Points by Combining Marker-Controlled Watershed Segmentation and Spectral Clustering Optimization
Yuchan Liu, Dong Chen, Shihan Fu, Panagiotis Takis Mathiopoulos, Mingming Sui, Jiaming Na, Jiju Peethambaran
- Remote Sensing
- Readers: Everyone
Semantic-aware room-level indoor modeling from point clouds
Dong Chen, Lincheng Wan, Fan Hu, Jing Li, Yanming Chen, Yueqian Shen, Jiju Peethambaran
- International Journal of Applied Earth Observation and Geoinformation
- Readers: Everyone
Segmentation of Individual Tree Points by Combining Marker-Controlled Watershed Segmentation and Spectral Clustering Optimization
Yuchan Liu, Dong Chen, Shihan Fu, Panayiotis Takis Mathiopoulos, Mingming Sui, Jiaming Na, Jiju Peethambaran
- Remote. Sens. 2024
- Readers: Everyone
Shape-preserving mesh decimation for 3D building modeling
Jing Li, Dong Chen, Fan Hu, Yuliang Wang, Peng Li, Jiju Peethambaran
- Int. J. Appl. Earth Obs. Geoinformation 2024
- Readers: Everyone

View all 45 publications

Co-Authors

View all 75 co-authors