Publications

Please find the full list of my papers on Google Scholar.

PS: The journal rank (Q4-Q1) and the conference rank (C-A*) presented below are retrived from ScimagoJR and CORE respectively. Note that a higher conference rank does not always indicate a higher impact factor. Please consult CORE website for more detailed assessment methods.

2025

• Multi-modal deep learning approaches to semantic segmentation of mining footprints with multispectral satellite imagery
  Muhamad Risqi U. Saputra, I. Bhaswara, B. Nasution, M. Ang, N. Husna, T. Witra, V. Feliren, J. Owen, D. Kemp, and A. Lechner
  Remote Sensing of Environment (RSE), Vol. 318, 2025. [Q1, IF=11.1]

2024

• Progressive Cross-Attention Network for Flood Segmentation Using Multispectral Satellite Imagery
  V. Feliren, F. Khikmah, I. Bhaswara, B. Nasution, A. Lechner, and Muhamad Risqi U. Saputra*
  IEEE Geoscience and Remote Sensing Letters (GRSL), 22, 2024. [Q1, IF=4]

• Recordkeeping in Voice-based Remote Community Engagement
  M. Islam, D. Richardson, M. Saha, D. Varghese, T. Bartindale, P. Saha, Muhamad Risqi U. Saputra, and P. Olivier
  CHI Conference on Human Factors in Computing Systems (CHI), 2023. [CORE A*]

• Increasing mine waste will induce land cover change that results in ecological degradation and human displacement
  J. Owen, D. Kemp, A. Lechner, M. Ang, E. Lebre, G. Mudd, M. Macklin, Muhamad Risqi U. Saputra, T. Witra, and A. Bebbington
  Journal of Environmental Management (JEM), 351, 2024. [Q1, IF=8]

2023

• RADA: Robust Adversarial Data Augmentation for Camera Localization in Challenging Weather
  J. Wang, Muhamad Risqi U. Saputra, C. X. Lu, N. Trigoni, and A. Markham
  IEEE/RSJ International Conference on Intelligence Robots and Systems (IROS), 2023. [CORE A]

• Systematic review of GIS and remote sensing applications for assessing the socioeconomic impacts of mining
  M. Ang, J. Owen, C. Gibbins, E. Lebre, D. Kemp, Muhamad Risqi U. Saputra, J. Everingham, and A. Lechner
  The Journal of Environment and Development (JED), 32 (3), 2023. [Q1, IF=2.3]

2022

• OdomBeyondVision: An Indoor Multi-modal Multi-platform Odometry Dataset Beyond the Visible Spectrum
  P. Li, K. Cai, Muhamad Risqi U. Saputra, Z. Dai, and C. X. Lu
  IEEE/RSJ International Conference on Intelligence Robots and Systems (IROS), 2022. [CORE A]

• SelfVIO: Self-Supervised Deep Monocular Visual-Inertial Odometry and Depth Estimation
  Y. Almalioglu, M. Turan, A. E. Sari, Muhamad Risqi U. Saputra, P. P. B. D. Gusmao, A. Markham, and N. Trigoni
  Neural Networks, 2022. [Q1, IF=8.05]

2021

• Graph-based Thermal-Inertial SLAM with Probabilistic Neural Networks
  Muhamad Risqi U. Saputra, C. X. Lu, P. P. B. D. Gusmao, B. Wang, A. Markham, and N. Trigoni
  IEEE Transactions on Robotics (T-RO), 2021. [Q1, IF=9.4]

• VMLoc: Variational Fusion For Learning-Based Multimodal Camera Localization
  K. Zhou, C. Chen, B. Wang, Muhamad Risqi U. Saputra, N. Trigoni, and A. Markham
  AAAI Conference on Artificial Intelligence (AAAI), 2021. [CORE A*, AR: 21% from 7911 submissions]

• Cut, Distil and Encode (CDE): Split Cloud-Edge Deep Inference
  M. Sbai, Muhamad Risqi U. Saputra, A. Markham, and N. Trigoni
  IEEE International Conference on Sensing, Communication and Networking (SECON), 2021. [CORE B]

2020

• milliEgo: Single-chip mmWave Radar Aided Egomotion Estimation via Deep Sensor Fusion
  C. X. Lu, Muhamad Risqi U. Saputra, P. Zhao, Y. Almalioglu, P. P. B. de Gusmao, C. Chen, K. Sun, N. Trigoni, and A. Markham
  ACM Conference on Embedded Networked Sensor Systems (SenSys), 2020. [CORE A*, AR: 20% from 213 submissions]
• DeepTIO: A Deep Thermal-Inertial Odometry with Visual Hallucination
  Muhamad Risqi U. Saputra, P. P. B. D. Gusmao, C. X. Lu, Y. Almalioglu, S. Rosa, C. Chen, J. Wahlstrom, W. Wang, A. Markham, and N. Trigoni
  IEEE Robotics and Automation Letters (RA-L), 5 (2) 2020, and was presented in IEEE ICRA 2020. [Q1, IF=4.6]

2019

• Distilling Knowledge From a Deep Pose Regressor Network
  Muhamad Risqi U. Saputra, P. P. B. D. Gusmao, Y. Almalioglu, A. Markham, and N. Trigoni
  IEEE/CVF International Conference on Computer Vision (ICCV), 2019. [CORE A*, AR: 25% from 4303 submissions]
• DeepPCO: End-to-End Point Cloud Odometry through Deep Parallel Neural Network
  W. Wang, Muhamad Risqi U. Saputra, P. Zhao, P. P. B. D. Gusmao, B. Yang, C. Chen, A. Markham, and N. Trigoni
  IEEE/RSJ International Conference on Intelligence Robots and Systems (IROS), 2019. [CORE A]
• GANVO: Unsupervised Deep Monocular Visual Odometry and Depth Estimation with Generative Adversarial Networks
  Y. Almalioglu, Muhamad Risqi U. Saputra, P. P. B. D. Gusmao, A. Markham, and N. Trigoni
  IEEE International Conference on Robotics and Automation (ICRA), 2019. [CORE A*]
• Learning Monocular Visual Odometry through Geometry-Aware Curriculum Learning
  Muhamad Risqi U. Saputra, P. P. B. D. Gusmao, Y. Almalioglu, A. Markham, and N. Trigoni
  IEEE International Conference on Robotics and Automation (ICRA), 2019. [CORE A*]

2018

• Visual SLAM and Structure from Motion in Dynamic Environments: A Survey
  Muhamad Risqi U. Saputra, A. Markham, and N. Trigoni
  ACM Computing Surveys (CSUR), 51 (2), 2018. [Q1, IF=23.8]

2014

• Obstacle Avoidance for Visually Impaired Using Auto-Adaptive Thresholding on Kinect’s Depth Image
  Muhamad Risqi U. Saputra, Widyawan, and P. I. Santosa
  IEEE International Conference on Ubiquitous Intelligence and Computing (UIC), 2014. [CORE B]