David Crandall
Earth and Planetary Sciences · Indiana University
Cryospheric studies and observationsArctic and Antarctic ice dynamicsLandslides and related hazardsClimate change and permafrostSynthetic Aperture Radar (SAR) Applications and Techniques
Publications
33
Citations
444
Est. group size
—
Recurring co-author estimate
Active years
14
Publishing since 2012
Publication cadence
Publications per year over the last 10 years — averaging 2.6/year recently
Recent publications
- Multi-Resolution Guided 3D GANs for Medical Image Translation
2025
- Blending 3D geometry and machine learning for multi-view stereopsis
Neurocomputing · 2025
- Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
International Journal of Computer Vision · 2025
- Issues with Neural Tangent Kernel Approach to Neural Networks
arXiv (Cornell University) · 2025
- Million Eyes on the “Robot Umps”: The Case for Studying Sports in HRI Through Baseball
2025
- Blending 3D Geometry and Machine Learning for Multi-View Stereopsis
arXiv (Cornell University) · 2025
- EgoVIS@CVPR: PAIR-Net: Enhancing Egocentric Speaker Detection via Pretrained Audio-Visual Fusion and Alignment Loss
arXiv (Cornell University) · 2025
- Deep learning-based 3D reconstruction from multiple images: A survey
Neurocomputing · 2024
- Multi-resolution Guided 3D GANs for Medical Image Translation
arXiv (Cornell University) · 2024
- SePaint: Semantic Map Inpainting via Multinomial Diffusion
2024
- Deep Tiered Image Segmentation for Detecting Internal ICE Layers in Radar Imagery
2021
- Snow Radar Layer Tracking Using Iterative Neural Network Approach
2020
- Deep Tiered Image Segmentation For Detecting Internal Ice Layers in Radar Imagery
arXiv (Cornell University) · 2020
- Deep Tiered Image Segmentation forDetecting Internal Ice Layers in Radar Imagery
arXiv (Cornell University) · 2020
- Automated Ice-Bottom Tracking of 2D and 3D Ice Radar Imagery Using Viterbi and TRW-S
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2019
Publishes in
- arXiv (Cornell University)×10
- Neurocomputing×2
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing×1
- Advances in parallel computing×1
- International Journal of Computer Vision×1
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 9, 2026.
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