Rahnemoonfar, Maryam
- FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene\n Understanding
2020/12/05 by Maryam Rahnemoonfar, Rahnemoonfar, Maryam, Tashnim Chowdhury +9 · 47 citations
Computer Science · #68T45 #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Aerial image #Anomaly Detection Techniques and Applications #Artificial intelligence #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Computer vision #FOS: Computer and information sciences #Flood myth #Geography #I.4.6 #Image (mathematics) #Natural disaster #Object detection #Pascal (unit) #Remote sensing #Satellite imagery #Segmentation #Task (project management)
- VQA-Aid: Visual Question Answering for Post-Disaster Damage Assessment\n and Analysis
2021/06/19 by Argho Sarkar, Maryam Rahnemoonfar, Sarkar, Argho +1 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Comprehensive Semantic Segmentation on High Resolution UAV Imagery for\n Natural Disaster Damage Assessment
2020/09/02 by Maryam Rahnemoonfar, Tashnim Chowdhury, Rahnemoonfar, Maryam +5 · 2 citations
Computer Science · Environmental Science · #68T45 #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Flood Risk Assessment and Management #I.4.6
- Attention Based Semantic Segmentation on UAV Dataset for Natural\n Disaster Damage Assessment
2021/05/30 by Tashnim Chowdhury, Maryam Rahnemoonfar, Chowdhury, Tashnim +1 · 2 citations
Computer Science · Engineering · Environmental Science · #Advanced Neural Network Applications #Remote-Sensing Image Classification #Flood Risk Assessment and Management
- Recurrent Graph Convolutional Networks for Spatiotemporal Prediction of Snow Accumulation Using Airborne Radar
2023/02/02 by Zalatan, Benjamin, Rahnemoonfar, Maryam · 3 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- TinyVQA: Compact Multimodal Deep Neural Network for Visual Question Answering on Resource-Constrained Devices
2024/04/04 by Hasib-Al Rashid, Argho Sarkar, Rashid, Hasib-Al +7 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
- Prediction of Annual Snow Accumulation Using a Recurrent Graph Convolutional Approach
2023/06/22 by Benjamin Zalatan, Maryam Rahnemoonfar, Zalatan, Benjamin +1 · 3 citations
Earth and Planetary Sciences · #Arctic and Antarctic ice dynamics #Climate change and permafrost #Cryospheric studies and observations #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Prediction of Deep Ice Layer Thickness Using Adaptive Recurrent Graph Neural Networks
2023/06/22 by Benjamin Zalatan, Zalatan, Benjamin, Maryam Rahnemoonfar +1 · 3 citations
Earth and Planetary Sciences · #Arctic and Antarctic ice dynamics #Climate change and permafrost #Cryospheric studies and observations #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- GRIT: Graph Transformer For Internal Ice Layer Thickness Prediction
2025/07/10 by Liu, Zesheng, Rahnemoonfar, Maryam · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- ST-GRIT: Spatio-Temporal Graph Transformer For Internal Ice Layer Thickness Prediction
2025/07/10 by Liu, Zesheng, Rahnemoonfar, Maryam · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Efficient Semantic Segmentation on Edge Devices
2022/12/28 by Farshad Safavi, Safavi, Farshad, Ali, Irfan +7 · 1 citation
Medicine · Computer Science · #COVID-19 diagnosis using AI #Anomaly Detection Techniques and Applications #Seismology and Earthquake Studies