{"id":18,"date":"2019-08-16T14:57:48","date_gmt":"2019-08-16T14:57:48","guid":{"rendered":"http:\/\/cs.smu.ca\/~jiju\/?page_id=18"},"modified":"2026-04-07T18:39:45","modified_gmt":"2026-04-07T21:39:45","slug":"research","status":"publish","type":"page","link":"https:\/\/cs.smu.ca\/~jiju\/index.php\/research\/","title":{"rendered":"Publications"},"content":{"rendered":"\n

[J]<\/strong>-Peer reviewed journal article, [C]<\/strong>-Peer reviewed conference papers\/posters, [B]<\/strong>-Books, [P]<\/strong>-Pre-prints\/in review, [T]<\/strong>-Thesis\/Technical reports\/course notes. Note: Though my official name is Jiju Poovvancheri, I use my first name (‘Jiju’) followed by my father’s name  (‘Peethambaran’) in some of my publications. <\/em><\/p>\n\n\n\n

2026<\/h2>\n\n\n\n
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[P6] Prachi Kudeshia<\/em>, Jiju Poovvancheri, Amr Ghoneim and Dong Chen<\/em>
\u200b“A Persistent Homology Design Space for 3D Point Cloud Learning”\u00a0 Preprint<\/span><\/em><\/strong><\/strong>\u00a0
[pdf<\/strong>][arxiv<\/a>][bibtex<\/strong>]<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

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[P5] Prachi Kudeshia<\/em>, and Jiju Poovvancheri<\/em>
\u200b“Learning Significant Persistent Homology Features for 3D Shape Understanding”\u00a0 Preprint<\/span><\/em><\/strong><\/strong>\u00a0
[pdf<\/strong>][arxiv<\/a>][bibtex<\/strong>]<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

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[J38] Mehfuz A Rahman, Khushal Das, Jiju Poovvancheri, Neil London, and Dong Chen<\/em>
\u200b“RBF Weighted Hypr-Involution for RGB-D Object Detection”  Signal, Image and Video Processing, Springer-Nature [Minor Revision] <\/span><\/em><\/strong><\/strong> 
[pdf<\/strong>][journal link][bibtex<\/strong>][arxiv<\/a>]<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

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[C24] Altaf M. Agowun, Jiju Poovvancheri, and Dong Chen<\/em>
\u200b“Learning Disentangled Representations of LiDAR Scans via Alpha Complexes for Tree Species Classification”  International Geoscience & Remote Sensing Symposium (IEEE IGARSS 2026) <\/span><\/em><\/strong><\/strong> 
[pdf<\/strong>][journal link][bibtex<\/strong>]<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

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[C23] Susrita Chatterjee, Jiju Poovvancheri, and Dong Chen<\/em>
\u200b“A Cyclic Reinforcement Learning Framework for Predicting Road Repairs from High Resolution Remote Sensing Imagery”  International Geoscience & Remote Sensing Symposium (IEEE IGARSS 2026) <\/span><\/em><\/strong><\/strong> 
[pdf<\/strong>][journal link][bibtex<\/strong>]<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

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[C21] Amr ghoneim, Jiju Poovvancheri, Yasushi Akiyama and Dong Chen<\/em>
\u200b“DepGAN-RS: Depth Guided Object Placement for Realistic Remote Sensing Image Augmentation”  International Geoscience & Remote Sensing Symposium (IEEE IGARSS 2026) <\/span><\/em><\/strong><\/strong> 
[pdf<\/strong>][journal link][bibtex<\/strong>]<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

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[J37] Dong Chen, Chenwei Zhou, Shenglan Du, Yuliang Wang, Zhen Cao, Mingming Sui, Yiyang Kong, Shenjie Feng, Jiju Peethambaran, and Liqiang Zhang<\/em>
\u200b“Structure- and Semantics-Aware Mesh Simplification for Generating Lightweight 3D Building Models”  Remote Sensing<\/span><\/em><\/strong><\/strong> 
[pdf<\/strong>][journal link][bibtex<\/strong>]<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

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[J36] Khushal Das, Jiju Poovvancheri, Sergio Flesca, Claudia Roberta, and Dong Chen<\/em>
\u200b“Emerging Trends in Wildfire Detection through the Lens of Computer Vision and Wildfire Emission Quantification: A Comprehensive Survey”  IEEE Access<\/span><\/em><\/strong><\/strong> 
[pdf<\/strong>][journal link][bibtex<\/strong>]<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

2025<\/strong><\/h2>\n\n\n\n
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[J35] Dong Chen<\/em>, Chenwei Zhu, Zhenxing Zhang, Jiaming Na, Yueqian Shen, Yanming Chen, Jiju Peethambaran, and Liqiang Zhang<\/em>
\u200b“Public Building Geometric Models from Point Clouds: A Multidimensional Quality Evaluation Framework”  IEEE Geoscience and Remote Sening Magazine<\/span><\/em><\/strong><\/strong> 
[pdf<\/strong>][journal link<\/a>][bibtex<\/strong>]<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

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[J34] Dong Chen<\/em>, Fan Hu, Jiaming Na, Zhenxing Zhang, Zhen Cao, Zhizhong Kang, Liqiang Zhang, Jiju Poovvancheri, and Norbert Pfeifer<\/em>
\u200b“Adaptive isoline Interval Optimization for Precise Contour Segmentation and Instance Level Detection of Martian Impact Craters”  Icarus, Elsevier<\/span><\/em><\/strong>
[pdf<\/strong>][journal link<\/strong>][bibtex<\/strong>]<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

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[J33] Yuchan<\/em> Liu, Dong Chen, Jiaming Na, Jiju Peethambaran, Norbert Pfeifer, and Liqiang Zhang <\/em>
\u200b“Segmentation of Individual Trees in TLS Point Clouds via Graph Optimization”  IEEE Transactions on Geoscience and Remote Sensing<\/span><\/em><\/strong>
[pdf<\/strong>][journal link<\/strong>][bibtex<\/strong>]<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

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[C20] Ayumu Saito, Prachi Kudeshia and Jiju Poovvancheri,<\/em>
\u200b“Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Clouds” IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV 2025)<\/span><\/em><\/strong> [Extended version of C18], <\/strong>Tucson, Arizona, Feb 2025
[arXiv<\/a>] [poster<\/a><\/strong><\/strong>] [video<\/a>] [code<\/a>] <\/strong><\/strong>[project page]<\/strong><\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

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2024<\/strong><\/h2>\n\n\n\n
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[J32\/C19] Prachi Kudeshia, Muhammad Altaf Agowun, and Jiju Poovvancheri,<\/em>
\u200b“Learning Geometric Complexes for 3D Shape Classification” Shape Modeling International (SMI 2024), Computers & Graphics, Elsevier<\/span><\/em><\/strong><\/strong> , Dettroit, July 2024
[pdf][journal link<\/a>][ppt<\/strong>][code][project page]<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

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[P4] Amr Ghoneim, Jiju Poovvancheri, Yasushi Akiyama and Dong Chen,<\/em>
\u200b“DepGAN: Leveraging Depth Maps for Handling Occlusions and Transparency in Image Composition”
[arXiv<\/a>][code<\/a>][project page<\/a>]<\/strong><\/p>\n<\/div><\/div>\n\n\n\n

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[C18] Ayumu Saito, and Jiju Poovvancheri,<\/em>
\u200b“Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Clouds” Transofmers for Vision Workshop, IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024)<\/span><\/em><\/strong>, <\/strong>Seattle, June 2024
[arXiv<\/a>][poster<\/strong>][code<\/a>][project page]<\/strong><\/strong><\/p>\n<\/div><\/div>\n\n\n\n

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[C17] Susrita Chatterjee, Prachi Kudeshia, Nikolaus Kollo, Muhammad Altaf Agowun, Jiju Peethambaran and Yasushi Akiyama,<\/em>
\u200b“SatStreaks: Towards Supervised Learning for Delineating Satellite Streaks from Astronomical Images” Conference on Robots and Vision (CRV 2024)<\/span><\/em><\/strong><\/strong>, Guelph, May 2024
[pdf<\/a>][poster<\/strong>][code<\/a>][data<\/a>][project page<\/a>]<\/strong><\/p>\n<\/div><\/div>\n\n\n\n

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[J31] Dong Chen, Fan Hu<\/em>, Liqiang Zhang, Yunzhao Wu<\/em>, Jianli Du and Jiju Peethambaran<\/em>
\u200b“Impact Crater Recognition Methods: A Review”<\/strong>, Science China: Earth Sciences<\/span><\/em><\/strong>
[pdf][journal link<\/a><\/strong>][bibtex]<\/p>\n<\/div><\/div>\n\n\n\n

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[J30] Yuchan Liu<\/em>, Dong Chen, Shihan Fu<\/em>, P. Takis Mathiopoulos, Jing Li<\/em>, Mingming Sui<\/em>, Jiaming Na and Jiju Peethambaran<\/em>
\u200b“Individual Tree Points Segmentation by Combining Marker Controlled Watershed Segmentation and Spectral Clustering Optimization”<\/strong>, Remote Sensing<\/span><\/em><\/strong>
[pdf][journal link<\/strong><\/a>]<\/p>\n<\/div><\/div>\n\n\n\n

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[J29] Dong Chen, Lincheng Wan<\/em>, Fan Hu, Jing Li<\/em>, Yanming Chen<\/em>,Yueqian Shen and Jiju Peethambaran<\/em>
\u200b“Semantic-aware Room-level Indoor Modeling from Point Clouds”<\/strong>, International Journal of Applied Earth Observation and Geoinformation, Elsevier<\/em><\/strong><\/span>
[pdf][journal link<\/strong><\/a>]<\/p>\n<\/div><\/div>\n\n\n\n

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[J28] Jing Li , Dong Chen, Fan Hu, Yuliang Wang, Peng Li and Jiju Peethambaran<\/em>
\u200b“Shape Preserving Mesh Decimation for 3D Building Modeling”<\/strong>, International Journal of Applied Earth Observation and Geoinformation, Elsevier.<\/em><\/strong><\/span>
[pdf<\/strong>][journal Link<\/a><\/strong>]<\/p>\n<\/div><\/div>\n\n\n\n

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2023<\/strong><\/h2>\n\n\n\n
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[C16] Vivek Kamra, Prachi Kudeshia, Somaye Arabinaree, Dong Chen, Yasushi Akiyama and Jiju Peethambaran,<\/em>
\u200b“Feature Preserving Decimation of Urban Meshes”<\/strong> International Geoscience & Remote Sensing Symposium (IEEE IGARSS 2023) <\/span><\/strong><\/em>,Pasadena, California, July 2023
[pdf<\/a><\/strong>][IEEE Link<\/strong><\/a>][poster<\/a><\/strong>]<\/p>\n<\/div><\/div>\n\n\n\n

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[C15] Sumesh Thakur, Prachi Kudeshia, Somaye Arabinaree, Dong Chen and Jiju Peethambaran,<\/em>
\u200b“GAGAT: A Global Aware Graph Attention Network for 3D Classification and Segmentation”<\/strong> International Geoscience & Remote Sensing Symposium (IEEE IGARSS 2023) <\/span><\/strong><\/em>, Pasadena, California, July 2023
[pdf<\/a><\/strong>][IEEE Link<\/strong><\/a>][ppt<\/a><\/strong>]<\/p>\n<\/div><\/div>\n\n\n\n

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[C14] Nikolaus Kollo, Yasushi Akiyama and Jiju Peethambaran,<\/em>
\u200b“Enhancing Satellite Trail Detection in Night Sky Imagery with Automatic Salience Thresholding”<\/strong> Conference on Robots and Vision (CRV 2023)<\/span> <\/strong><\/em>, Montreal, June 2023
[pdf<\/strong><\/a>][poster<\/a><\/strong>][IEEE Link<\/strong><\/a>][code<\/strong><\/a>]<\/p>\n<\/div><\/div>\n\n\n\n

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[J27] Dong Chen , Xianghong Li, Fan Hu, P. Takis Mathiopoulos, Shaoning Di, Mingming Sui, and Jiju Peethambaran<\/em>
\u200b“EDPNet: A Novel Encoding-Decoding Network with Pyramidal Representation for Semantic Image Segmentation”<\/strong>, Sensors<\/em><\/strong><\/span>
[pdf<\/a><\/strong>][journal link<\/a><\/strong>][bibtex<\/a><\/strong>]<\/strong><\/p>\n<\/div><\/div>\n\n\n\n

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[J26] Dong Chen , Fan Hu, P. Takis Mathiopoulos, Zhenxin Zhang, and Jiju Peethambaran<\/em>
\u200b“MC-UNet: Martian Crater Segmentation at Semantic and Instance Levels using U-Net-Based Convolutional Neural Network” Remote Sensing <\/strong><\/em><\/span>, <\/strong>Volume 15, Number 1, January 2023
[pdf<\/a><\/strong>][journal link<\/a><\/strong>][bibtex<\/a><\/strong>]<\/strong><\/p>\n<\/div><\/div>\n\n\n\n

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2022<\/strong><\/h2>\n\n\n\n
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[J25] Vivek kamra , Prachi Kudeshia, Somaye ArabiNaree, Dong Chen, Yasushi Akiyama and Jiju Peethambaran<\/em>
\u200b“Lightweight Reconstruction of Urban Buildings: Data Structures, Algorithms and Future Directions”<\/strong> IEEE Journal of Selected Topics in Applied Earth Observation<\/strong><\/em>s and Remote Sensing,<\/em><\/strong> <\/span>
Vollume 16, December 2022, pp. 902-917
[pdf<\/a><\/strong>][journal link<\/a><\/strong>]<\/p>\n<\/div><\/div>\n\n\n\n

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[T2\/C13] Stefan Ohrhallinger, Amal Dev Parakkat, and Jiju Peethambaran,<\/em>
\u200b“Outline and Shape Reconstruction in 2D”<\/strong> ECCV 2022<\/span> <\/strong><\/em>, Tutorial, October 2022
[ECCV link<\/a><\/strong>][ppt<\/a><\/strong>][pdf<\/a><\/strong>][Tutorial page<\/a><\/strong>]<\/p>\n<\/div><\/div>\n\n\n\n

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[C12] Sumesh Thakur, Bivash Pandey, Jiju Peethambaran and Dong Chen,<\/em>
\u200b“A Graph Attention Network for Object Detection from Raw LiDAR Data”<\/strong> International Geoscience & Remote Sensing Symposium (IEEE IGARSS 2022)<\/span> <\/strong><\/em>, July 2022
[IEEE link<\/a><\/strong>][pdf<\/a><\/span><\/strong>][ppt<\/a><\/span><\/strong>][bibtex<\/span><\/strong>][video<\/a><\/strong>]<\/p>\n<\/div>\n<\/div>\n\n\n\n

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[T1\/C11] Stefan Ohrhallinger, Amal Dev Parakkat, and Jiju Peethambaran, <\/em>
\u200b“Shape Reconstruction in 2D: From Theory to Practice”<\/strong> Eurographics 2022<\/span> <\/strong><\/em>, Tutorial, April 2022
[EG link<\/strong><\/a><\/span>][ppt<\/a><\/strong><\/span>][pdf<\/a><\/span><\/strong>][<\/span>course notes<\/a><\/span><\/strong>][<\/span>Project page<\/a><\/strong><\/span>][<\/span>bibtex<\/strong><\/span>][<\/span>teaser<\/a><\/span><\/strong>]<\/p>\n\n\n\n

<\/p>\n<\/div><\/div>\n\n\n\n

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2021<\/strong><\/h2>\n\n\n\n
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[J24] Dong Chen , Guiqiu Xiang, Jiju Peethambaran, Liqiang Zhang , Jing Li, and Fan Hu<\/em>
\u200b“AFGL-Net: Attentive Fusion of Global and Local Deep Features for Building Facade Parsing”<\/strong> Remote Sensing<\/span> <\/strong><\/em>, Volume 13, Number 24, December 2021
[pdf<\/a><\/strong><\/span>][journal link<\/a><\/strong><\/span>][bibtex<\/a><\/strong><\/span>]<\/p>\n<\/div><\/div>\n\n\n\n

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[J23] Dong Chen, Jing Li<\/em>, Shaoning Di<\/em>, Jiju Peethambaran, Guiqiu Xiang, Lincheng Wan, and Xianghong Li,<\/em>
\u200b“Critical Points Extraction from Building Facades by Analyzing Gradient Structure Tensor” <\/strong> Remote Sensing<\/em><\/strong><\/span>, Volume 13, Number 16, August 2021
[pdf<\/a><\/strong>][journal link<\/a><\/strong>][bibtex<\/a><\/strong>] <\/p>\n<\/div><\/div>\n\n\n\n

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[J22\/C10] Stefan Ohrhallinger, Jiju Peethambaran, Amal Dev Parakkat, Tamal Dey and Ramanathan Muthuganapathy,<\/em>
\u200b“2D Points Curve Reconstruction Survey and Benchmark” <\/strong> Eurographics (EG 2021), State-of-the-Art Report (STAR), Computer Graphics Forum<\/em><\/strong><\/span>,
[project page<\/strong><\/a>][pdf<\/strong><\/a>][journal link<\/a><\/strong>][bibtex<\/a><\/strong>][code<\/a><\/strong>][ppt<\/a><\/strong>][video<\/a><\/strong>]<\/p>\n<\/div><\/div>\n\n\n\n

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[J21\/C9] Sheldon Taylor, Owen Sharpe and Jiju Peethambaran, <\/em>
\u200b“Prime Gradient Noise” <\/strong> Computational Visual <\/span><\/b><\/em>Media Conference (CVM 2021), Computational Visual Media Journal<\/span><\/em><\/strong>, Springer, 2021,
[project page<\/strong><\/a>][pdf<\/a><\/strong>] [journal link<\/a><\/strong>][bibtex<\/a><\/strong>][code<\/strong><\/a>][ppt<\/a><\/strong>][video<\/a><\/strong>]<\/p>\n<\/div>\n<\/div>\n\n\n\n

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[J20] Shaobo Xia, Dong Chen, Jiju Peethambaran, Pu Wang and Sheng Xu,<\/em>
\u200b“Point Cloud Inversion: A Novel Approach for the Localization of Trees in Forests from TLS Data”<\/strong>, Remote Sensing<\/em><\/strong><\/span>, Volume 13, Number 3, January 2021, [pdf<\/strong><\/a>][journal link<\/strong><\/a>][bibtex<\/strong><\/a>]<\/p>\n<\/div><\/div>\n\n\n\n

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[J19] Zhen Cao, Dong Chen, Jiju Peethambaran, Zhenxin Zhang, Liqiang Zhang and Shaobo Xia <\/em>
\u200b“Tunnel Reconstruction with Block Level Precision via a Hybrid Approach Combining Data-driven Segmentation and Model-driven Assembly”  <\/strong>IEEE Transactions on Geoscience and Remote Sensing<\/em><\/strong><\/span> , 2021
[pdf<\/a><\/strong>][journal link<\/a><\/strong>][bibtex<\/a><\/strong>] <\/p>\n<\/div><\/div>\n\n\n\n

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[J18] Safeer Babu Thayyil, Jiju Peethambaran and Ramanathan Muthuganapathy <\/em>
“A Sampling Type Discernment Approach towards Reconstruction of a Point Set in R<\/strong>2<\/strong><\/sup>“<\/strong> Computer Aided Geometric Design<\/em><\/strong><\/span>, Elsevier , Volume 84, January 2021
[pdf<\/a><\/strong>][journal link<\/a><\/strong>][bibtex<\/a><\/strong>][code<\/strong><\/a>]<\/p>\n<\/div><\/div>\n\n\n\n

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2020<\/strong><\/h2>\n\n\n\n
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[P2] Sumesh Thakur and Jiju Peethambaran <\/em>” Dynamic Edge Weights in Graph Neural Networks for 3D Object Detection”<\/strong> ArXiv Preprint<\/span><\/em><\/strong> , 2020
\u200b\u200b[pdf<\/strong>][journal link<\/strong>]<\/p>\n<\/div><\/div>\n\n\n\n

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[P1] Aby Thomas, Adarsh Sunilkumar, Shankar Shylesh, Subhasree Methirumangalath, Dong Chen, Jiju Peethambaran <\/em>” TCM-ICP: Transformation Compatibility Measure for for Registering Multiple LiDAR Scans”<\/strong> ArXiv Preprint<\/em><\/strong> <\/span>, 2020
\u200b\u200b[pdf<\/strong>][journal link<\/strong>]<\/p>\n<\/div><\/div>\n\n\n\n

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[J17] Bivash Pandey, Sumesh Thakur, Hemanchal Joshi, Ayusha Pradhanga, Yasushi Akiyama and Jiju Peethambaran <\/em>” Towards Video based Collective Motion Analysis through Shape Tracking and Matching”<\/strong> IET Electronic Letters<\/em><\/strong><\/span> , Volume 56, Issue 17, pp. 881-884, August 2020
\u200b\u200b[pdf<\/a><\/strong>][journal link<\/a><\/strong>][bibtex<\/a><\/strong>][ppt<\/a><\/strong>]<\/p>\n<\/div><\/div>\n\n\n\n

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[J16\/C8] Zesheng Jia, Anjali Jose, Subhasree Methirumangalath, Jiju Peethambaran and Ramanathan Muthuganapathy <\/em> “Maintaining the Spatial Proximities of Objects under Motion”,<\/strong> Computer Aided Design & Applications<\/span><\/em><\/strong>, <\/a>Volume 18, Number 2, pp. 368-382 <\/a>(CAD’ 2020<\/span><\/em><\/strong>,<\/a> Barcelona, Spain (virtual conference)) [pdf<\/a><\/strong>][journal link<\/a><\/strong>][bibtex<\/a><\/strong>][ppt<\/a><\/strong>]<\/p>\n<\/div><\/div>\n\n\n\n

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[J15] Guofeng Tong, Yong Li , Dong Chen, Shaobo Xia, Jiju Peethambaran and Yuebin Wang<\/em>
\u200b“Multi-view Features Joint Learning with Label and Local Distribution Consistency for Point Cloud Classification” <\/strong>
Remote Sensing<\/span><\/strong><\/em>,<\/span> Volume 12, Issue 1, January, 2020
\u200b\u200b[pdf<\/a><\/strong>][journal link<\/strong><\/a>][bibtex<\/a><\/strong>] <\/p>\n<\/div><\/div>\n\n\n\n

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2019<\/strong><\/h2>\n\n\n\n
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[J14\/C7] Daniel Rebain, Baptiste Angles, \u200bJulien Valentin, Nicholas Vining, Jiju Peethambaran, Shahram Izadi  and Andrea Tagliasacchi,
\u200b<\/em>\u200b”LSMAT: Least Square Medial Axis Transform<\/strong>“, Symposium on Geometry Processing <\/span><\/strong><\/em>(SGP 2019)<\/strong><\/em>, <\/span>Milan, Italy, 8-10 July 2019.<\/span>
Computer Graphics Forum<\/span><\/strong><\/em>,  The  Eurographics Association and John Wiley & Sons Ltd., Volume 38, Number 6, pp. 5-18, September 2019
\u200b[pdf<\/a><\/strong>][journal link<\/a><\/strong>]<\/a>[bibtex<\/a><\/strong>][ppt<\/a><\/strong>]<\/p>\n<\/div><\/div>\n\n\n\n

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[J13] Jianli Du, Dong Chen, Ruisheng Wang, Jiju Peethambaran, P. Takis Mathiopoulos, Lei Xie, and Ting Yun<\/em>,
\u200b “A Novel Framework for 2.5D Building Contouring from Large-Scale Residential Scenes” <\/strong>
IEEE Transactions on Geoscience and Remote Sensing<\/span><\/strong><\/em>, Volume 57, Issue 6, pp. 4121-4145, June 2019
\u200b\u200b[pdf<\/a><\/strong>][journal link<\/a><\/strong>]<\/a>[bibtex<\/a><\/strong>] <\/p>\n<\/div><\/div>\n\n\n\n

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[J12] Jiju Peethambaran, Amal Dev Parakkat, Andrea Tagliasacchi, Ruisheng Wang and Ramanathan Muthuganapathy,<\/em>
\u200b”Incremental Labeling of Voronoi Vertices for Shape Reconstruction<\/strong>“,
Computer Graphics Forum<\/span><\/strong><\/em>,   The  Eurographics Association and John Wiley & Sons Ltd., Volume 38, Number 1, pp. 521-536, March 2019
[pdf<\/a><\/strong>][journal link<\/a><\/strong>][bibtex<\/a><\/strong>][code<\/a><\/strong>]<\/p>\n<\/div>\n<\/div>\n\n\n\n

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2018<\/strong><\/h2>\n\n\n\n
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[J11] Yibo Liu, Zhenxin Zhang, Ruofei Zhong, Dong Chen, Jiju Peethambaran, Chuqun Chen, Lan Sun,
“<\/em>Multi-level Building Detection Framework in Remote Sensing Images Based on Convolutional Neural Networks<\/strong>“,<\/em>
IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing<\/span>, <\/strong><\/em>\u200b<\/strong>Volume 11, Issue 10, pp. 3688-3700, October 2018
\u200b[pdf<\/a><\/strong>][journal link<\/a><\/strong>][bibtex<\/a><\/strong>] <\/p>\n<\/div><\/div>\n\n\n\n

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[J10] Huan Ni, Xiangguo Lin, Jixian Zhang, Dong Chen, Jiju Peethambaran,
“<\/em>Joint Clusters and Iterative Graph Cuts for ALS Point Cloud Filtering<\/strong>“,<\/em>
IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing<\/span><\/strong>, <\/em>Volume 11, Issue 3, pp. 990-1004, March 2018.
[pdf<\/a><\/strong>][journal link<\/a><\/strong>][bibtex<\/a><\/strong>] <\/p>\n<\/div><\/div>\n\n\n\n

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[J9] Dong Chen*, Jiju Peethambaran*, Zhenxin Zhang,<\/em>
“A Supervoxel-based Vegetation Classification via Decomposition and Modelling of Full-waveform Airborne Laser Scanning Data<\/strong>“, 
International Journal of Remote Sensing<\/span><\/strong><\/em>, Taylor & Francis, Volume 39, Number 9, pp. 2937-2968, Feb 2018.
[pdf<\/a><\/strong>][journal link<\/a><\/strong>][bibtex<\/a><\/strong>] (*joint first authors)<\/p>\n<\/div><\/div>\n\n\n\n

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[J8] Ruisheng Wang*, Jiju Peethambaran* and Dong Chen<\/em>,
“LiDAR Point Clouds to 3D Urban Models: A Review<\/strong>“, 
IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing<\/span><\/strong><\/em>, Volume 11, Issue 2 , pp. 606-627, Jan 2018. [Listed as one of the “Popular Articles” on <\/span><\/strong>J-STARS<\/span><\/strong><\/em> website in April 2018<\/span><\/strong> ]
[pdf<\/a><\/strong>][journal link<\/a><\/strong>][bibtex<\/a><\/strong>] (* joint first authors) <\/p>\n<\/div><\/div>\n\n\n\n

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2017<\/strong><\/h2>\n\n\n\n
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[J7] Dong Chen, Ruisheng Wang and Jiju Peethambaran<\/em>, “Topologically-aware Building Rooftop Reconstruction from Airborne Laser Scanning Point Clouds<\/strong>“,
IEEE Transactions on Geoscience and Remote Sensing<\/span><\/strong><\/em>,  Volume 55, Issue 12,  pp. 7032 – 7052, December 2017.
[pdf<\/a><\/strong>][journal link<\/strong><\/a>][bibtex<\/a><\/strong>] <\/p>\n<\/div><\/div>\n\n\n\n

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[J6] Jiju Peethambaran and Ruisheng Wang,<\/em>
\u200b”Enhancing Urban Facades via LiDAR based Sculpting<\/strong>“,
Computer Graphics Forum<\/span><\/strong><\/em>,   The  Eurographics Association and John Wiley & Sons Ltd.,  Volume 36, Number 8, pp. 511-528, Dec 2017. 
\u200b[webpage<\/a><\/strong>][pdf<\/a><\/strong>][journal link<\/a><\/strong>][bibtex<\/a><\/strong>] <\/p>\n<\/div><\/div>\n\n\n\n

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2016<\/strong><\/h2>\n\n\n\n
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\u200b<\/span>[J5] Jiju Peethambaran, Amal Dev Parakat and Ramanathan Muthuganapathy, <\/em>
“An Empirical Study on Randomized Optimal Area Polygonization of Planar Point Sets”<\/strong>, 
ACM Journal of Experimental Algorithmics<\/span><\/strong><\/em>,  Volume 21, Issue 1, April 2016 .
\u200b[pdf<\/a><\/strong>][journal link<\/strong><\/a>][bibtex<\/a><\/strong>]<\/p>\n<\/div>\n<\/div>\n\n\n\n

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[B1] Jiju Peethambaran and  Ramanathan Muthuganapathy,<\/em> “Automatic Reconstruction of Triangular Meshes from Point Sets<\/strong>“,   Lambert Academic Publishing, March 2016
[based on my Doctoral dissertation]
PhD thesis: “Non-parametric Shape Reconstruction and Volume Constrained Polyhedronizations of Point Sets”, PhD thesis (May, 2015)<\/p>\n<\/div>\n<\/div>\n\n\n\n

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2015<\/strong><\/h2>\n\n\n\n
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[C6] Jiju Peethambaran, Amal Dev Parakkat and Ramanathan Muthuganapathy,<\/em>
“A Voronoi based Labeling Approach to Curve Reconstruction and Medial Axis Approximation<\/strong>“, 
\u200bPacific Graphics (PG 2015)<\/a><\/span><\/strong><\/em>,<\/span>  EG Digital Library, The Eurographics Association,  Beijing, China, 7-9 October 2015.
[pdf<\/a><\/strong>][bibtex<\/a><\/strong>] <\/p>\n<\/div><\/div>\n\n\n\n

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[J4] Jiju Peethambaran and Ramanathan Muthuganapathy, <\/em>
“A Non-parametric Approach to Shape Reconstruction from Planar Point Sets through Delaunay  Filtering<\/strong>“,   
\u200b\u200bComputer Aided Design<\/span><\/strong>,<\/span>  <\/em>Elsevier,  <\/em>Volume 62, pp. 164-175, May 2015.<\/em>
[pdf<\/a><\/strong>][ journal link<\/a><\/strong>][bibtex<\/a><\/strong>][data<\/a><\/strong>][code<\/a><\/strong>]<\/p>\n<\/div>\n<\/div>\n\n\n\n

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[J3] Jiju Peethambaran, Amal Dev Parakkat and Ramanathan Muthuganapathy<\/em>,
“A Randomized Approach to Volume Constrained Polyhedronization Problem<\/strong>“, 
\u200bJournal of Computing and Information Science in Engineering<\/span><\/strong>, <\/em>ASME Transactions, Volume 15, Issue 1, March 2015 (Extended version of C3).
\u200b[pdf<\/a><\/strong> <\/a>][journal link<\/strong><\/a>][bibtex<\/a><\/strong>]<\/p>\n<\/div>\n<\/div>\n\n\n\n

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[J2\/C4] Amal Dev, Jiju Peethambaran, Philumon Joseph and Ramanathan Muthuganapathy,<\/em>
“A Graph-based Geometric Approach to Object Contour Extraction from Noisy Digital Binary Images<\/strong>“, 
Computer Aided Design & Application<\/span>, <\/strong> <\/em> Volume 12, Issue 4, pp. 403-413, February 2015, (CAD’ 2014<\/a><\/span><\/strong><\/em>, Hong Kong, China, 23-26 June  2014)
[pdf<\/a><\/strong>][journal link<\/a><\/strong>][bibtex<\/a><\/strong>]<\/p>\n<\/div>\n<\/div>\n\n\n\n

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[J1\/C5] Jiju Peethambaran and Ramanathan Muthuganapathy, <\/em>“Reconstruction of Water-tight Surfaces through Delaunay Sculpting<\/strong>“,  
Symposium on Solid and Physical Modeling <\/span><\/strong>(SPM 2014)<\/strong><\/span><\/em>,<\/a> Hong kong, China, 26-28 October 2014. 
Computer Aided Design<\/span><\/strong>, <\/em>Elsevier, <\/em>Volume 58, January 2015, pp. 62-72 .
\u200b[\u200bweb page<\/a><\/strong>][pdf<\/a><\/strong>][\u200bjournal link<\/a><\/strong>][bibtex<\/strong><\/a>][\u200b\u200bGit<\/a><\/strong>] [ppt<\/a><\/strong>]<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n\n\n\n

Before 2014<\/strong><\/h2>\n\n\n\n
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[C3] Jiju Peethambaran, Amal Dev and Ramanathan Muthuganapathy, <\/em>
\u200b”Volume Constrained Polyhedronization of Point Sets in 3-Space <\/strong>“, Symposium on Geometry Processing (SGP 2013)<\/a><\/span><\/strong><\/em>, Genoa, Italy, 3-5 July, 2013 (Poster).  [pdf<\/a><\/strong> <\/a>] \u200b\u200b<\/p>\n<\/div>\n<\/div>\n\n\n\n

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[C2] Jiju Peethambaran, and Ramanathan Muthuganapathy, <\/em><\/p>\n

\u200b”A Graph Theoretic Approach for the Construction of Concave hulls of Point Sets in R2<\/strong>“, CAD’ 2012<\/a><\/span><\/em><\/strong>,<\/strong><\/em> Niagara falls, Canada, 11-14 July , 2012. \u200b\u200b<\/p>\n<\/div>\n<\/div>\n\n\n\n

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[C1] Annappa B, Jiju P, K Chandrashekaran and K.C Shet,\u00a0<\/em>
\u200b”Petrinet based Verification of a Cooperative Workflow Model\u00a0<\/strong>“, \u00a0International Conference on Networked Digital Technologies (IEEE\u00a0 NDT ’09)<\/span><\/strong><\/em>, pp. 82-87, Ostrava, Czech Republic, 28-31 July, 2009.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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[J]-Peer reviewed journal article, [C]-Peer reviewed conference papers\/posters, [B]-Books, [P]-Pre-prints\/in review, [T]-Thesis\/Technical reports\/course notes. Note: Though my official name is…<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/cs.smu.ca\/~jiju\/index.php\/wp-json\/wp\/v2\/pages\/18"}],"collection":[{"href":"https:\/\/cs.smu.ca\/~jiju\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cs.smu.ca\/~jiju\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cs.smu.ca\/~jiju\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cs.smu.ca\/~jiju\/index.php\/wp-json\/wp\/v2\/comments?post=18"}],"version-history":[{"count":319,"href":"https:\/\/cs.smu.ca\/~jiju\/index.php\/wp-json\/wp\/v2\/pages\/18\/revisions"}],"predecessor-version":[{"id":2285,"href":"https:\/\/cs.smu.ca\/~jiju\/index.php\/wp-json\/wp\/v2\/pages\/18\/revisions\/2285"}],"wp:attachment":[{"href":"https:\/\/cs.smu.ca\/~jiju\/index.php\/wp-json\/wp\/v2\/media?parent=18"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}