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ORCIDJiju Poovvancheri
Person information
- affiliation: Saint Mary's University, Halifax, NS, Canada
- affiliation (2017 - 2018): University of Victoria, BC, Canada
- affiliation (2015 - 2017): University of Calgary, School of Engineering, AB, Canada
- affiliation (PhD 2014): Indian Institute of Technology Madras, Chennai, India
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2020 – today
- 2025
[c7]Ayumu Saito, Prachi Kudeshia, Jiju Poovvancheri:
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud. WACV 2025: 7348-7357- 2024
- [j27]Jing Li
, Dong Chen, Fan Hu, Yuliang Wang, Peng Li, Jiju Peethambaran:
Shape-preserving mesh decimation for 3D building modeling. Int. J. Appl. Earth Obs. Geoinformation 126: 103623 (2024) - [j26]Dong Chen, Lincheng Wan, Fan Hu, Jing Li, Yanming Chen, Yueqian Shen, Jiju Peethambaran:
Semantic-aware room-level indoor modeling from point clouds. Int. J. Appl. Earth Obs. Geoinformation 127: 103685 (2024) - [j25]Prachi Kudeshia, Muhammad Altaf Agowun, Jiju Poovvancheri:
Learning geometric complexes for 3D shape classification. Comput. Graph. 125: 104119 (2024) - [j24]Yuchan Liu, Dong Chen, Shihan Fu, Panayiotis Takis Mathiopoulos, Mingming Sui, Jiaming Na, Jiju Peethambaran:
Segmentation of Individual Tree Points by Combining Marker-Controlled Watershed Segmentation and Spectral Clustering Optimization. Remote. Sens. 16(4): 610 (2024) - [i7]Ayumu Saito, Jiju Poovvancheri:
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud. CoRR abs/2404.16432 (2024) - [i6]Amr Ghoneim, Jiju Poovvancheri, Yasushi Akiyama, Dong Chen:
DepGAN: Leveraging Depth Maps for Handling Occlusions and Transparency in Image Composition. CoRR abs/2407.11890 (2024) - 2023
- [j23]Dong Chen, Fan Hu, P. Takis Mathiopoulos, Zhenxin Zhang, Jiju Peethambaran:
MC-UNet: Martian Crater Segmentation at Semantic and Instance Levels Using U-Net-Based Convolutional Neural Network. Remote. Sens. 15(1): 266 (2023) - [j22]Dong Chen, Xianghong Li, Fan Hu, P. Takis Mathiopoulos, Shaoning Di, Mingming Sui, Jiju Peethambaran:
EDPNet: An Encoding-Decoding Network with Pyramidal Representation for Semantic Image Segmentation. Sensors 23(6): 3205 (2023) - [j21]Vivek Kamra, Prachi Kudeshia, Somaye Arabi Naree, Dong Chen, Yasushi Akiyama, Jiju Peethambaran:
Lightweight Reconstruction of Urban Buildings: Data Structures, Algorithms, and Future Directions. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 902-917 (2023) - [c6]Nikolaus Kollo, Yasushi Akiyama, Jiju Peethambaran:
Enhancing Satellite Trail Detection in Night Sky Imagery with Automatic Salience Thresholding. CRV 2023: 256-264 - [c5]Sumesh Thakur, Prachi Kudeshia, Somaye Arabi Naree, Dong Chen, Jiju Peethambaran:
GAGAT: Global Aware Graph Attention Network for 3D Classification and Segmentation. IGARSS 2023: 5407-5410 - [c4]Vivek Kamra, Prachi Kudeshia, Somaye Arabi Naree, Dong Chen, Yasushi Akiyama, Jiju Peethambaran:
Feature Preserving Decimation of Urban Meshes. IGARSS 2023: 6991-6994 - [i5]Mehfuz A Rahman, Jiju Peethambaran, Neil London:
RBF Weighted Hyper-Involution for RGB-D Object Detection. CoRR abs/2310.00342 (2023) - 2022
- [c3]Stefan Ohrhallinger, Jiju Peethambaran, Amal Dev Parakkat, Tamal K. Dey, Ramanathan Muthuganapathy:
2D Points Curve Reconstruction Survey and Benchmark. Eurographics (Tutorials) 2022 - [c2]Sumesh Thakur, Bivash Pandey, Jiju Peethambaran, Dong Chen:
A Graph Attention Network for Object Detection from Raw LiDAR Data. IGARSS 2022: 3091-3094 - 2021
- [j20]Safeer Babu Thayyil, Jiju Peethambaran, Ramanathan Muthuganapathy:
A sampling type discernment approach towards reconstruction of a point set in R2. Comput. Aided Geom. Des. 84: 101953 (2021) - [j19]Stefan Ohrhallinger, Jiju Peethambaran, Amal Dev Parakkat, Tamal K. Dey, M. Ramanathan:
2D Points Curve Reconstruction Survey and Benchmark. Comput. Graph. Forum 40(2): 611-632 (2021) - [j18]Sheldon Taylor, Owen Sharpe, Jiju Peethambaran:
Prime gradient noise. Comput. Vis. Media 7(3): 349-362 (2021) - [j17]Shaobo Xia, Dong Chen, Jiju Peethambaran, Pu Wang, Sheng Xu:
Point Cloud Inversion: A Novel Approach for the Localization of Trees in Forests from TLS Data. Remote. Sens. 13(3): 338 (2021) - [j16]Dong Chen, Jing Li, Shaoning Di, Jiju Peethambaran, Guiqiu Xiang, Lincheng Wan, Xianghong Li:
Critical Points Extraction from Building Façades by Analyzing Gradient Structure Tensor. Remote. Sens. 13(16): 3146 (2021) - [j15]Dong Chen, Guiqiu Xiang, Jiju Peethambaran, Liqiang Zhang, Jing Li, Fan Hu:
AFGL-Net: Attentive Fusion of Global and Local Deep Features for Building Façades Parsing. Remote. Sens. 13(24): 5039 (2021) - [j14]Zhen Cao, Dong Chen, Jiju Peethambaran, Zhenxin Zhang, Shaobo Xia, Liqiang Zhang:
Tunnel Reconstruction With Block Level Precision by Combining Data-Driven Segmentation and Model-Driven Assembly. IEEE Trans. Geosci. Remote. Sens. 59(10): 8853-8872 (2021) - [i4]Stefan Ohrhallinger, Jiju Peethambaran, Amal Dev Parakkat, Tamal K. Dey, Ramanathan Muthuganapathy:
2D Points Curve Reconstruction Survey and Benchmark. CoRR abs/2103.09583 (2021) - 2020
- [j13]Guofeng Tong, Yong Li, Dong Chen, Shaobo Xia, Jiju Peethambaran, Yuebin Wang:
Multi-View Features Joint Learning with Label and Local Distribution Consistency for Point Cloud Classification. Remote. Sens. 12(1): 135 (2020) - [i3]Aby Thomas, Adarsh Sunilkumar, Shankar Shylesh, Aby Abahai T., Subhasree Methirumangalath, Dong Chen, Jiju Peethambaran:
TCM-ICP: Transformation Compatibility Measure for Registering Multiple LIDAR Scans. CoRR abs/2001.01129 (2020) - [i2]Sumesh Thakur, Jiju Peethambaran:
Dynamic Edge Weights in Graph Neural Networks for 3D Object Detection. CoRR abs/2009.08253 (2020) - [i1]Daniel Rebain, Baptiste Angles, Julien P. C. Valentin, Nicholas Vining, Jiju Peethambaran, Shahram Izadi, Andrea Tagliasacchi:
LSMAT Least Squares Medial Axis Transform. CoRR abs/2010.05066 (2020)
2010 – 2019
- 2019
- [j12]Jiju Peethambaran, Amal Dev Parakkat, Andrea Tagliasacchi, Ruisheng Wang, Ramanathan Muthuganapathy:
Incremental Labelling of Voronoi Vertices for Shape Reconstruction. Comput. Graph. Forum 38(1): 521-536 (2019) - [j11]Daniel Rebain, Baptiste Angles, Julien P. C. Valentin, Nicholas Vining, Jiju Peethambaran, Shahram Izadi, Andrea Tagliasacchi:
LSMAT Least Squares Medial Axis Transform. Comput. Graph. Forum 38(6): 5-18 (2019) - [j10]Jianli Du, Dong Chen, Ruisheng Wang, Jiju Peethambaran, P. Takis Mathiopoulos, Lei Xie, Ting Yun:
A Novel Framework for 2.5-D Building Contouring From Large-Scale Residential Scenes. IEEE Trans. Geosci. Remote. Sens. 57(6): 4121-4145 (2019) - 2018
- [j9]Ruisheng Wang, Jiju Peethambaran, Dong Chen:
LiDAR Point Clouds to 3-D Urban Models: A Review. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(2): 606-627 (2018) - [j8]Huan Ni, Xiangguo Lin, Jixian Zhang, Dong Chen, Jiju Peethambaran:
Joint Clusters and Iterative Graph Cuts for ALS Point Cloud Filtering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(3): 990-1004 (2018) - [j7]Yibo Liu, Zhenxin Zhang, Ruofei Zhong, Dong Chen, Yinghai Ke, Jiju Peethambaran, Chuqun Chen, Lan Sun:
Multilevel Building Detection Framework in Remote Sensing Images Based on Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(10): 3688-3700 (2018) - 2017
- [j6]Jiju Peethambaran, Ruisheng Wang:
Enhancing Urban Façades via LiDAR-Based Sculpting. Comput. Graph. Forum 36(8): 511-528 (2017) - [j5]Dong Chen, Ruisheng Wang, Jiju Peethambaran:
Topologically Aware Building Rooftop Reconstruction From Airborne Laser Scanning Point Clouds. IEEE Trans. Geosci. Remote. Sens. 55(12): 7032-7052 (2017) - 2016
- [j4]Jiju Peethambaran, Amal Dev Parakkat, Ramanathan Muthuganapathy:
An Empirical Study on Randomized Optimal Area Polygonization of Planar Point Sets. ACM J. Exp. Algorithmics 21(1): 1.10:1-1.10:24 (2016) - 2015
- [j3]Jiju Peethambaran, Ramanathan Muthuganapathy:
Reconstruction of water-tight surfaces through Delaunay sculpting. Comput. Aided Des. 58: 62-72 (2015) - [j2]Jiju Peethambaran, Ramanathan Muthuganapathy:
A non-parametric approach to shape reconstruction from planar point sets through Delaunay filtering. Comput. Aided Des. 62: 164-175 (2015) - [j1]Jiju Peethambaran, Amal Dev Parakkat, Ramanathan Muthuganapathy:
A Randomized Approach to Volume Constrained Polyhedronization Problem. J. Comput. Inf. Sci. Eng. 15(1) (2015) - [c1]Jiju Peethambaran, Amal Dev Parakkat, Ramanathan Muthuganapathy:
A Voronoi based Labeling Approach to Curve Reconstruction and Medial Axis Approximation. PG (Short Papers) 2015: 77-82
Coauthor Index
aka: Ramanathan Muthuganapathy
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