Jagannath Aryal

76 papers C 8Misc 1Journal 57Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A comprehensive survey for Hyperspectral Image Classification: The evolution from conventional to transformers and Mamba models. Neurocomputing Muhammad Ahmad, Salvatore Distefano, Adil Mehmood Khan, Manuel Mazzara, Chenyu Li, Hao Li, Jagannath Aryal, Yao Ding, Gemine Vivone, Danfeng Hong
2025	J	`jnl`	A novel architecture for automated delineation of the agricultural fields using partial training data in remote sensing images. Comput. Electron. Agric. Sumesh KC, Jagannath Aryal, Dongryeol Ryu
2025	J	`jnl`	Multilabel Learning With ViT for Building Footprint Extraction From Off-Nadir Aerial Images. IEEE Geosci. Remote. Sens. Lett. Bipul Neupane, Jagannath Aryal, Abbas Rajabifard, Patrick Aravena Pelizari, Christian Geiß
2025	J	`jnl`	Object-Level Cross-View Geolocalization With Location Enhancement and Multihead Cross Attention. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Zheyang Huang, Jagannath Aryal, Saeid Nahavandi, Xuequan Lu, Chee Peng Lim, Lei Wei, Hailing Zhou
2025	J	`jnl`	Object-level Cross-view Geo-localization with Location Enhancement and Multi-Head Cross Attention. CoRR Zheyang Huang, Jagannath Aryal, Saeid Nahavandi, Xuequan Lu, Chee Peng Lim, Lei Wei, Hailing Zhou
2024	J	`jnl`	A rotation-invariant horizontal vertical pooled module for remote sensing image representation. Neural Comput. Appl. Chiranjibi Sitaula, Jagannath Aryal
2024	J	`jnl`	Benchmarking Deep Learning Architectures for Urban Vegetation Point Cloud Semantic Segmentation From MLS. IEEE Trans. Geosci. Remote. Sens. Aditya, Bharat Lohani, Jagannath Aryal, Stephan Winter
2024	C	`conf`	Building Footprint Data from Earth Observation Contribute to Sustainable City Planning: A Perspective. IGARSS Jagannath Aryal, Bipul Neupane
2024	J	`jnl`	CNNs for remote extraction of urban features: A survey-driven benchmarking. Expert Syst. Appl. Bipul Neupane, Jagannath Aryal, Abbas Rajabifard
2024	C	`conf`	Contribution of Solar-Induced-Fluorescence for Needle Nitrogen and Phosphorus Prediction with Airborne Hyperspectral Imagery. IGARSS Peiye Li, Tomas Poblete, Jagannath Aryal, Alberto Hornero, Pablo J. Zarco-Tejada
2024	J	`jnl`	Enhanced multi-level features for very high resolution remote sensing scene classification. Neural Comput. Appl. Chiranjibi Sitaula, Sumesh KC, Jagannath Aryal
2024	J	`jnl`	GreenSegNet: A Novel Deep Learning Architecture for Urban Vegetation Segmentation From MLS Data. IEEE Trans. Geosci. Remote. Sens. Aditya, Bharat Lohani, Jagannath Aryal, Stephan Winter
2024	C	`conf`	Open Mutual Learning: Ensemble of CNNS For Urban Building Footprint Extraction with Open Data. IGARSS Bipul Neupane, Jagannath Aryal, Abbas Rajabifard
2024	J	`jnl`	Recent advances in scene image representation and classification. Multim. Tools Appl. Chiranjibi Sitaula, Tej Bahadur Shahi, Faezeh Marzbanrad, Jagannath Aryal
2023	J	`jnl`	A Comparative Study of Knowledge Transfer Methods for Misaligned Urban Building Labels. CoRR Bipul Neupane, Jagannath Aryal, Abbas Rajabifard
2023	J	`jnl`	A Novel Multi-scale Attention Feature Extraction Block for Aerial Remote Sensing Image Classification. CoRR Chiranjibi Sitaula, Jagannath Aryal, Avik Bhattacharya
2023	J	`jnl`	A Novel Multiscale Attention Feature Extraction Block for Aerial Remote Sensing Image Classification. IEEE Geosci. Remote. Sens. Lett. Chiranjibi Sitaula, Jagannath Aryal, Avik Bhattacharya
2023	J	`jnl`	A novel dual skip connection mechanism in U-Nets for building footprint extraction. CoRR Bipul Neupane, Jagannath Aryal, Abbas Rajabifard
2023	J	`jnl`	An adaptive quadtree-based approach for efficient decision making in wildfire risk assessment. Environ. Model. Softw. Ujjwal KC, Saurabh Garg, James E. Hilton, Jagannath Aryal
2023	C	`conf`	Automated Delineation of the Agricultural Fields using Multi-Task Deep Learning and Optical Satellite Imagery. IGARSS Sumesh KC, Jagannath Aryal, Dongryeol Ryu
2023	J	`jnl`	Benchmarking Deep Learning Architectures for Urban Vegetation Points Segmentation. CoRR Aditya, Bharat Lohani, Jagannath Aryal, Stephan Winter
2023	J	`jnl`	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. Saroj Kumar Sharma, Jagannath Aryal, Quanxi Shao, Abbas Rajabifard
2023	J	`jnl`	Deep Learning for Remote Sensing Image Scene Classification: A Review and Meta-Analysis. Remote. Sens. Aakash Thapa, Teerayut Horanont, Bipul Neupane, Jagannath Aryal
2023	J	`jnl`	Enhanced Multi-level Features for Very High Resolution Remote Sensing Scene Classification. CoRR Chiranjibi Sitaula, Sumesh KC, Jagannath Aryal
2023	C	`conf`	Knowledge Transfer and Model Compression for Misaligned Building Labels. IGARSS Bipul Neupane, Jagannath Aryal, Abbas Rajabifard
2023	J	`jnl`	Multi-Scale Feature Map Aggregation and Supervised Domain Adaptation of Fully Convolutional Networks for Urban Building Footprint Extraction. Remote. Sens. Jagannath Aryal, Bipul Neupane
2023	J	`jnl`	OSTA: One-shot Task-adaptive Channel Selection for Semantic Segmentation of Multichannel Images. CoRR Yuanzhi Cai, Jagannath Aryal, Yuan Fang, Hong Huang, Lei Fan
2023	C	`conf`	Simulating the Backscattering of L-Band Synthetic Aperture Radar from a Wheat Field using Smapvex12 Data. IGARSS Lilangi Wijesinghe, Dongryeol Ryu, Andrew Western, Jagannath Aryal, Yuan Zhang
2022	J	`jnl`	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. Hong Zhang, Hoang Nguyen, Xuan-Nam Bui, Biswajeet Pradhan, Panagiotis G. Asteris, Romulus Costache, Jagannath Aryal
2022	J	`jnl`	A probability-based risk metric for operational wildfire risk management. Environ. Model. Softw. Ujjwal KC, James E. Hilton, Saurabh Garg, Jagannath Aryal
2022	J	`jnl`	Container Orchestration in Edge and Fog Computing Environments for Real-Time IoT Applications. CoRR Zhiyu Wang, Mohammad Goudarzi, Jagannath Aryal, Rajkumar Buyya
2022	J	`jnl`	Energy and latency aware mobile task assignment for green cloudlets. Simul. Model. Pract. Theory G. Sai Sesha Chalapathi, Vinay Chamola, Wafa Johal, Jagannath Aryal, Rajkumar Buyya
2022	J	`jnl`	Multi-Criteria Assessment for City-Wide Rooftop Solar PV Deployment: A Case Study of Bandung, Indonesia. Remote. Sens. 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
2022	J	`jnl`	Real-Time Vehicle Classification and Tracking Using a Transfer Learning-Improved Deep Learning Network. Sensors Bipul Neupane, Teerayut Horanont, Jagannath Aryal
2022	J	`jnl`	Remote Sensing and Meteorological Data Fusion in Predicting Bushfire Severity: A Case Study from Victoria, Australia. Remote. Sens. Saroj Kumar Sharma, Jagannath Aryal, Abbas Rajabifard
2022	J	`jnl`	Spectral Retrieval of Eucalypt Leaf Biochemical Traits by Inversion of the Fluspect-Cx Model. Remote. Sens. Krishna Lamsal, Zbynek Malenovský, William Woodgate, Melinda J. Waterman, Timothy J. Brodribb, Jagannath Aryal
2021	J	`jnl`	Deep Learning-Based Semantic Segmentation of Urban Features in Satellite Images: A Review and Meta-Analysis. Remote. Sens. Bipul Neupane, Teerayut Horanont, Jagannath Aryal
2021	J	`jnl`	Global sensitivity analysis for uncertainty quantification in fire spread models. Environ. Model. Softw. Ujjwal KC, Jagannath Aryal, Saurabh Garg, James E. Hilton
2020	J	`jnl`	A cloud-based framework for sensitivity analysis of natural hazard models. Environ. Model. Softw. Ujjwal KC, Saurabh Garg, James E. Hilton, Jagannath Aryal
2020	J	`jnl`	Mapping Urban Tree Cover Changes Using Object-Based Convolution Neural Network (OB-CNN). Remote. Sens. Shirisa Timilsina, Jagannath Aryal, Jamie B. Kirkpatrick
2019	J	`jnl`	A Novel Rule-Based Approach in Mapping Landslide Susceptibility. Sensors Majid Shadman Roodposhti, Jagannath Aryal, Biswajeet Pradhan
2019	J	`jnl`	A novel algorithm for calculating transition potential in cellular automata models of land-use/cover change. Environ. Model. Softw. Majid Shadman Roodposhti, Jagannath Aryal, Brett A. Bryan
2019	J	`jnl`	Data Mining and Statistical Approaches in Debris-Flow Susceptibility Modelling Using Airborne LiDAR Data. Sensors Usman Salihu Lay, Biswajeet Pradhan, Zainuddin Bin Md Yusoff, Ahmad Fikri Bin Abdallah, Jagannath Aryal, Hyuck-Jin Park
2019	J	`jnl`	Dynamic Wildfire Navigation System. ISPRS Int. J. Geo Inf. Mitsuhiro Ozaki, Jagannath Aryal, Paul Fox-Hughes
2019	J	`jnl`	Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection. Remote. Sens. Omid Ghorbanzadeh, Thomas Blaschke, Khalil Gholamnia, Sansar Raj Meena, Dirk Tiede, Jagannath Aryal
2019	J	`jnl`	Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas. Remote. Sens. Sepideh Tavakkoli Piralilou, Hejar Shahabi, Abdollah A. Jarihani, Omid Ghorbanzadeh, Thomas Blaschke, Khalil Gholamnia, Sansar Raj Meena, Jagannath Aryal
2019	J	`jnl`	Leveraging Machine Learning to Extend Ontology-Driven Geographic Object-Based Image Analysis (O-GEOBIA): A Case Study in Forest-Type Mapping. Remote. Sens. Sachit Rajbhandari, Jagannath Aryal, Jon Osborn, Arko Lucieer, Robert Musk
2019	J	`jnl`	UAV-Based Slope Failure Detection Using Deep-Learning Convolutional Neural Networks. Remote. Sens. Omid Ghorbanzadeh, Sansar Raj Meena, Thomas Blaschke, Jagannath Aryal
2019	J	`jnl`	Uncertainty Assessment of Hyperspectral Image Classification: Deep Learning vs. Random Forest. Entropy Majid Shadman Roodposhti, Jagannath Aryal, Arko Lucieer, Brett A. Bryan
2018	—	`conf`	A Computational Framework for Autonomous Self-repair Systems. Australasian Conference on Artificial Intelligence Tran Nguyen Minh-Thai, Jagannath Aryal, Sandhya Samarasinghe, Michael Levin
2018	J	`jnl`	Assessing the Impact of Spectral Resolution on Classification of Lowland Native Grassland Communities Based on Field Spectroscopy in Tasmania, Australia. Remote. Sens. Bethany Melville, Arko Lucieer, Jagannath Aryal
2018	J	`jnl`	Cloud computing based bushfire prediction for cyber-physical emergency applications. Future Gener. Comput. Syst. Saurabh Kumar Garg, Jagannath Aryal, Hao Wang, Tejal Shah, Gabor Kecskemeti, Rajiv Ranjan
2018	J	`jnl`	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 Bethany Melville, Arko Lucieer, Jagannath Aryal
2017	J	`jnl`	Benchmarking the Applicability of Ontology in Geographic Object-Based Image Analysis. ISPRS Int. J. Geo Inf. Sachit Rajbhandari, Jagannath Aryal, Jon Osborn, Robert Musk, Arko Lucieer
2017	J	`jnl`	Tracking tourists' travel with smartphone-based GPS technology: a methodological discussion. J. Inf. Technol. Tour. Anne Hardy, Sarah Hyslop, Kate Booth, Brady Robards, Jagannath Aryal, Ulrike Gretzel, Richard Eccleston
2016	J	`jnl`	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. Asim Anees, Jagannath Aryal, Malgorzata M. O'Reilly, Timothy J. Gale
2016	J	`jnl`	Fuzzy Shannon Entropy: A Hybrid GIS-Based Landslide Susceptibility Mapping Method. Entropy Majid Shadman Roodposhti, Jagannath Aryal, Himan Shahabi, Taher Safarrad
2016	J	`jnl`	Impact des niveaux d'échelle sur l'étude des feux de forêts du sud-est de la France. Rev. Int. Géomatique Romain Louvet, Didier Josselin, Cyrille Genre-Grandpierre, Jagannath Aryal
2015	—	`conf`	Big Data Architecture for Environmental Analytics. ISESS Ritaban Dutta, Cecil Li, Daniel V. Smith, Aruneema Das, Jagannath Aryal
2015	—	`conf`	Farm biosecurity hot spots prediction using big data analytics. ICDE Workshops Cecil Li, Ritaban Dutta, Daniel V. Smith, Aruneema Das, Jagannath Aryal
2015	—	`conf`	Impact du changement d'échelle sur l'étude des causes des feux de forêts du sud-est de la France. SAGEO Romain Louvet, Didier Josselin, Cyrille Genre-Grandpierre, Jagannath Aryal
2015	—	`conf`	Interactive Visual Big Data Analytics for Large Area Farm Biosecurity Monitoring: i-EKbase System. BigMine Ritaban Dutta, Heiko Mueller, Daniel V. Smith, Aruneema Das, Jagannath Aryal
2015	—	`conf`	Smart city and geospatiality: Hobart deeply learned. ICDE Workshops Jagannath Aryal, Ritaban Dutta
2014	J	`jnl`	A Statistical Framework for Near-Real Time Detection of Beetle Infestation in Pine Forests Using MODIS Data. IEEE Geosci. Remote. Sens. Lett. Asim Anees, Jagannath Aryal
2014	Misc	`conf`	Autonomous Framework for Sensor Network Quality Annotation: Maximum Probability Clustering Approach. ICCS Ritaban Dutta, Aruneema Das, Daniel V. Smith, Jagannath Aryal, Ahsan Morshed, Andrew Terhorst
2014	J	`jnl`	Development of an intelligent environmental knowledge system for sustainable agricultural decision support. Environ. Model. Softw. Ritaban Dutta, Ahsan Morshed, Jagannath Aryal, Claire D'Este, Aruneema Das
2014	J	`jnl`	Environmental Object Recognition in a Natural Image: An Experimental Approach Using Geographic Object-Based Image Analysis (GEOBIA). Int. J. Agric. Environ. Inf. Syst. Jagannath Aryal, Didier Josselin
2014	J	`jnl`	Near-Real Time Detection of Beetle Infestation in Pine Forests Using MODIS Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Asim Anees, Jagannath Aryal
2014	—	`ch.`	Recommending Environmental Big Data Using Semantically Guided Machine Learning. Large Scale and Big Data Ritaban Dutta, Ahsan Morshed, Jagannath Aryal
2013	C	`conf`	Detecting beetle infestations in pine forests using MODIS NDVI time-series data. IGARSS Asim Anees, J. Corne Olivier, Malgorzata M. O'Reilly, Jagannath Aryal
2013	C	`conf`	Development of an intelligent environmental knowledge recommendation system for sustainable water resource management using modis satellite imagery. IGARSS Jagannath Aryal, Ritaban Dutta, Ahsan Morshed
2013	—	`conf`	Environmental Spatio-temporal Ontology for the Linked Open Data Cloud. TrustCom/ISPA/IUCC Ahsan Morshed, Jagannath Aryal, Ritaban Dutta
2013	—	`conf`	Recommending environmental knowledge as linked open data cloud using semantic machine learning. ICDE Workshops Ahsan Morshed, Ritaban Dutta, Jagannath Aryal
2013	J	`jnl`	The Weighted Fuzzy Barycenter: Definition and Application to Forest Fire Control in the PACA Region. Int. J. Agric. Environ. Inf. Syst. Julio Rojas-Mora, Didier Josselin, Jagannath Aryal, Adrien Mangiavillano, Philippe Ellerkamp
2011	—	`conf`	Quantitative Analysis of Pollutant Emissions in the Context of Demand Responsive Transport. ICCSA (1) Julie Prud'homme, Didier Josselin, Jagannath Aryal
2005	J	`jnl`	Use of the Bradley-Terry model to quantify association in remotely sensed images. IEEE Trans. Geosci. Remote. Sens. Alfred Stein, Jagannath Aryal, Gerrit Gort