Jagannath Aryal

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 48

Top Topics

Top Venues

Environ. Model. Softw.

Publications

Aditya, Bharat Lohani, Jagannath Aryal, Stephan Winter
Benchmarking Deep Learning Architectures for Urban Vegetation Point Cloud Semantic Segmentation From MLS. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Chiranjibi Sitaula, Sumesh KC, Jagannath Aryal
Enhanced multi-level features for very high resolution remote sensing scene classification. Neural Comput. Appl. 36 (13) (2024)
Chiranjibi Sitaula, Tej Bahadur Shahi, Faezeh Marzbanrad, Jagannath Aryal
Recent advances in scene image representation and classification. Multim. Tools Appl. 83 (3) (2024)
Bipul Neupane, Jagannath Aryal, Abbas Rajabifard
CNNs for remote extraction of urban features: A survey-driven benchmarking. Expert Syst. Appl. 255 (2024)
Bipul Neupane, Jagannath Aryal, Abbas Rajabifard
A novel dual skip connection mechanism in U-Nets for building footprint extraction. CoRR (2023)
Aakash Thapa, Teerayut Horanont, Bipul Neupane, Jagannath Aryal
Deep Learning for Remote Sensing Image Scene Classification: A Review and Meta-Analysis. Remote. Sens. 15 (19) (2023)
Ujjwal KC, Saurabh Garg, James E. Hilton, Jagannath Aryal
An adaptive quadtree-based approach for efficient decision making in wildfire risk assessment. Environ. Model. Softw. 160 (2023)
Saroj Kumar Sharma, Jagannath Aryal, Quanxi Shao, Abbas Rajabifard
Characterizing Topographic Influences of Bushfire Severity Using Machine Learning Models: A Case Study in a Hilly Terrain of Victoria, Australia. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Sumesh KC, Jagannath Aryal, Dongryeol Ryu
Automated Delineation of the Agricultural Fields using Multi-Task Deep Learning and Optical Satellite Imagery. IGARSS (2023)
Bipul Neupane, Jagannath Aryal, Abbas Rajabifard
Knowledge Transfer and Model Compression for Misaligned Building Labels. IGARSS (2023)
Bipul Neupane, Jagannath Aryal, Abbas Rajabifard
A Comparative Study of Knowledge Transfer Methods for Misaligned Urban Building Labels. CoRR (2023)
Chiranjibi Sitaula, Sumesh KC, Jagannath Aryal
Enhanced Multi-level Features for Very High Resolution Remote Sensing Scene Classification. CoRR (2023)
Chiranjibi Sitaula, Jagannath Aryal, Avik Bhattacharya
A Novel Multiscale Attention Feature Extraction Block for Aerial Remote Sensing Image Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Jagannath Aryal, Bipul Neupane
Multi-Scale Feature Map Aggregation and Supervised Domain Adaptation of Fully Convolutional Networks for Urban Building Footprint Extraction. Remote. Sens. 15 (2) (2023)
Aditya, Bharat Lohani, Jagannath Aryal, Stephan Winter
Benchmarking Deep Learning Architectures for Urban Vegetation Points Segmentation. CoRR (2023)
Lilangi Wijesinghe, Dongryeol Ryu, Andrew Western, Jagannath Aryal, Yuan Zhang
Simulating the Backscattering of L-Band Synthetic Aperture Radar from a Wheat Field using Smapvex12 Data. IGARSS (2023)
Chiranjibi Sitaula, Jagannath Aryal, Avik Bhattacharya
A Novel Multi-scale Attention Feature Extraction Block for Aerial Remote Sensing Image Classification. CoRR (2023)
Yuanzhi Cai, Jagannath Aryal, Yuan Fang, Hong Huang, Lei Fan
OSTA: One-shot Task-adaptive Channel Selection for Semantic Segmentation of Multichannel Images. CoRR (2023)
G. Sai Sesha Chalapathi, Vinay Chamola, Wafa Johal, Jagannath Aryal, Rajkumar Buyya
Energy and latency aware mobile task assignment for green cloudlets. Simul. Model. Pract. Theory 118 (2022)
Anjar Dimara Sakti, Kalingga Titon Nur Ihsan, Tania Septi Anggraini, Zahratu Shabrina, Nugroho Adi Sasongko, Reza Fachrizal, Muhammad Aziz, Jagannath Aryal, Brian Yuliarto, Pradita Octoviandiningrum Hadi, Ketut Wikantika
Multi-Criteria Assessment for City-Wide Rooftop Solar PV Deployment: A Case Study of Bandung, Indonesia. Remote. Sens. 14 (12) (2022)
Saroj Kumar Sharma, Jagannath Aryal, Abbas Rajabifard
Remote Sensing and Meteorological Data Fusion in Predicting Bushfire Severity: A Case Study from Victoria, Australia. Remote. Sens. 14 (7) (2022)
Zhiyu Wang, Mohammad Goudarzi, Jagannath Aryal, Rajkumar Buyya
Container Orchestration in Edge and Fog Computing Environments for Real-Time IoT Applications. CoRR (2022)
Ujjwal KC, James E. Hilton, Saurabh Garg, Jagannath Aryal
A probability-based risk metric for operational wildfire risk management. Environ. Model. Softw. 148 (2022)
Krishna Lamsal, Zbynek Malenovský, William Woodgate, Melinda J. Waterman, Timothy J. Brodribb, Jagannath Aryal
Spectral Retrieval of Eucalypt Leaf Biochemical Traits by Inversion of the Fluspect-Cx Model. Remote. Sens. 14 (3) (2022)
Hong Zhang, Hoang Nguyen, Xuan-Nam Bui, Biswajeet Pradhan, Panagiotis G. Asteris, Romulus Costache, Jagannath Aryal
A generalized artificial intelligence model for estimating the friction angle of clays in evaluating slope stability using a deep neural network and Harris Hawks optimization algorithm. Eng. Comput. 38 (5) (2022)
Bipul Neupane, Teerayut Horanont, Jagannath Aryal
Real-Time Vehicle Classification and Tracking Using a Transfer Learning-Improved Deep Learning Network. Sensors 22 (10) (2022)
Bipul Neupane, Teerayut Horanont, Jagannath Aryal
Deep Learning-Based Semantic Segmentation of Urban Features in Satellite Images: A Review and Meta-Analysis. Remote. Sens. 13 (4) (2021)
Ujjwal KC, Jagannath Aryal, Saurabh Garg, James E. Hilton
Global sensitivity analysis for uncertainty quantification in fire spread models. Environ. Model. Softw. 143 (2021)
Shirisa Timilsina, Jagannath Aryal, Jamie B. Kirkpatrick
Mapping Urban Tree Cover Changes Using Object-Based Convolution Neural Network (OB-CNN). Remote. Sens. 12 (18) (2020)
Ujjwal KC, Saurabh Garg, James E. Hilton, Jagannath Aryal
A cloud-based framework for sensitivity analysis of natural hazard models. Environ. Model. Softw. 134 (2020)
Majid Shadman Roodposhti, Jagannath Aryal, Brett A. Bryan
A novel algorithm for calculating transition potential in cellular automata models of land-use/cover change. Environ. Model. Softw. 112 (2019)
Sepideh Tavakkoli Piralilou, Hejar Shahabi, Abdollah A. Jarihani, Omid Ghorbanzadeh, Thomas Blaschke, Khalil Gholamnia, Sansar Raj Meena, Jagannath Aryal
Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas. Remote. Sens. 11 (21) (2019)
Usman Salihu Lay, Biswajeet Pradhan, Zainuddin Bin Md Yusoff, Ahmad Fikri Bin Abdallah, Jagannath Aryal, Hyuck-Jin Park
Data Mining and Statistical Approaches in Debris-Flow Susceptibility Modelling Using Airborne LiDAR Data. Sensors 19 (16) (2019)
Sachit Rajbhandari, Jagannath Aryal, Jon Osborn, Arko Lucieer, Robert Musk
Leveraging Machine Learning to Extend Ontology-Driven Geographic Object-Based Image Analysis (O-GEOBIA): A Case Study in Forest-Type Mapping. Remote. Sens. 11 (5) (2019)
Majid Shadman Roodposhti, Jagannath Aryal, Arko Lucieer, Brett A. Bryan
Uncertainty Assessment of Hyperspectral Image Classification: Deep Learning vs. Random Forest. Entropy 21 (1) (2019)
Omid Ghorbanzadeh, Sansar Raj Meena, Thomas Blaschke, Jagannath Aryal
UAV-Based Slope Failure Detection Using Deep-Learning Convolutional Neural Networks. Remote. Sens. 11 (17) (2019)
Mitsuhiro Ozaki, Jagannath Aryal, Paul Fox-Hughes
Dynamic Wildfire Navigation System. ISPRS Int. J. Geo Inf. 8 (4) (2019)
Omid Ghorbanzadeh, Thomas Blaschke, Khalil Gholamnia, Sansar Raj Meena, Dirk Tiede, Jagannath Aryal
Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection. Remote. Sens. 11 (2) (2019)
Majid Shadman Roodposhti, Jagannath Aryal, Biswajeet Pradhan
A Novel Rule-Based Approach in Mapping Landslide Susceptibility. Sensors 19 (10) (2019)
Tran Nguyen Minh-Thai, Jagannath Aryal, Sandhya Samarasinghe, Michael Levin
A Computational Framework for Autonomous Self-repair Systems. Australasian Conference on Artificial Intelligence (2018)
Bethany Melville, Arko Lucieer, Jagannath Aryal
Object-based random forest classification of Landsat ETM+ and WorldView-2 satellite imagery for mapping lowland native grassland communities in Tasmania, Australia. Int. J. Appl. Earth Obs. Geoinformation 66 (2018)
Bethany Melville, Arko Lucieer, Jagannath Aryal
Assessing the Impact of Spectral Resolution on Classification of Lowland Native Grassland Communities Based on Field Spectroscopy in Tasmania, Australia. Remote. Sens. 10 (2) (2018)
Saurabh Kumar Garg, Jagannath Aryal, Hao Wang, Tejal Shah, Gabor Kecskemeti, Rajiv Ranjan
Cloud computing based bushfire prediction for cyber-physical emergency applications. Future Gener. Comput. Syst. 79 (2018)
Sachit Rajbhandari, Jagannath Aryal, Jon Osborn, Robert Musk, Arko Lucieer
Benchmarking the Applicability of Ontology in Geographic Object-Based Image Analysis. ISPRS Int. J. Geo Inf. 6 (12) (2017)
Anne Hardy, Sarah Hyslop, Kate Booth, Brady Robards, Jagannath Aryal, Ulrike Gretzel, Richard Eccleston
Tracking tourists' travel with smartphone-based GPS technology: a methodological discussion. J. Inf. Technol. Tour. 17 (3) (2017)
Romain Louvet, Didier Josselin, Cyrille Genre-Grandpierre, Jagannath Aryal
Impact des niveaux d'échelle sur l'étude des feux de forêts du sud-est de la France. Rev. Int. Géomatique 26 (4) (2016)
Majid Shadman Roodposhti, Jagannath Aryal, Himan Shahabi, Taher Safarrad
Fuzzy Shannon Entropy: A Hybrid GIS-Based Landslide Susceptibility Mapping Method. Entropy 18 (10) (2016)
Asim Anees, Jagannath Aryal, Malgorzata M. O'Reilly, Timothy J. Gale
A Relative Density Ratio-Based Framework for Detection of Land Cover Changes in MODIS NDVI Time Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (8) (2016)
Cecil Li, Ritaban Dutta, Daniel V. Smith, Aruneema Das, Jagannath Aryal
Farm biosecurity hot spots prediction using big data analytics. ICDE Workshops (2015)
Ritaban Dutta, Heiko Mueller, Daniel V. Smith, Aruneema Das, Jagannath Aryal
Interactive Visual Big Data Analytics for Large Area Farm Biosecurity Monitoring: i-EKbase System. BigMine (2015)
Romain Louvet, Didier Josselin, Cyrille Genre-Grandpierre, Jagannath Aryal
Impact du changement d'échelle sur l'étude des causes des feux de forêts du sud-est de la France. SAGEO (2015)
Jagannath Aryal, Ritaban Dutta
Smart city and geospatiality: Hobart deeply learned. ICDE Workshops (2015)
Ritaban Dutta, Cecil Li, Daniel V. Smith, Aruneema Das, Jagannath Aryal
Big Data Architecture for Environmental Analytics. ISESS (2015)
Asim Anees, Jagannath Aryal
Near-Real Time Detection of Beetle Infestation in Pine Forests Using MODIS Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (9) (2014)
Jagannath Aryal, Didier Josselin
Environmental Object Recognition in a Natural Image: An Experimental Approach Using Geographic Object-Based Image Analysis (GEOBIA). Int. J. Agric. Environ. Inf. Syst. 5 (1) (2014)
Ritaban Dutta, Aruneema Das, Daniel V. Smith, Jagannath Aryal, Ahsan Morshed, Andrew Terhorst
Autonomous Framework for Sensor Network Quality Annotation: Maximum Probability Clustering Approach. ICCS (2014)
Ritaban Dutta, Ahsan Morshed, Jagannath Aryal, Claire D'Este, Aruneema Das
Development of an intelligent environmental knowledge system for sustainable agricultural decision support. Environ. Model. Softw. 52 (2014)
Asim Anees, Jagannath Aryal
A Statistical Framework for Near-Real Time Detection of Beetle Infestation in Pine Forests Using MODIS Data. IEEE Geosci. Remote. Sens. Lett. 11 (10) (2014)
Jagannath Aryal, Ritaban Dutta, Ahsan Morshed
Development of an intelligent environmental knowledge recommendation system for sustainable water resource management using modis satellite imagery. IGARSS (2013)
Ahsan Morshed, Jagannath Aryal, Ritaban Dutta
Environmental Spatio-temporal Ontology for the Linked Open Data Cloud. TrustCom/ISPA/IUCC (2013)
Ahsan Morshed, Ritaban Dutta, Jagannath Aryal
Recommending environmental knowledge as linked open data cloud using semantic machine learning. ICDE Workshops (2013)
Asim Anees, J. Corne Olivier, Malgorzata M. O'Reilly, Jagannath Aryal
Detecting beetle infestations in pine forests using MODIS NDVI time-series data. IGARSS (2013)
Julio Rojas-Mora, Didier Josselin, Jagannath Aryal, Adrien Mangiavillano, Philippe Ellerkamp
The Weighted Fuzzy Barycenter: Definition and Application to Forest Fire Control in the PACA Region. Int. J. Agric. Environ. Inf. Syst. 4 (4) (2013)
Julie Prud'homme, Didier Josselin, Jagannath Aryal
Quantitative Analysis of Pollutant Emissions in the Context of Demand Responsive Transport. ICCSA (1) (2011)
Alfred Stein, Jagannath Aryal, Gerrit Gort
Use of the Bradley-Terry model to quantify association in remotely sensed images. IEEE Trans. Geosci. Remote. Sens. 43 (4) (2005)