David F. Fouhey

Orcid: 0000-0001-5028-5161

Affiliations:
  • University of Michigan, Ann Arbor, MI, USA


According to our database1, David F. Fouhey authored at least 64 papers between 2010 and 2024.

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Bibliography

2024
Multi-Object Hallucination in Vision-Language Models.
CoRR, 2024

3D-MVP: 3D Multiview Pretraining for Robotic Manipulation.
CoRR, 2024

3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination.
CoRR, 2024

3DFIRES: Few Image 3D REconstruction for Scenes with Hidden Surface.
CoRR, 2024

LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks.
Proceedings of the Computer Vision - ECCV 2024, 2024

Reconstructing Hands in 3D with Transformers.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

NIFTY: Neural Object Interaction Fields for Guided Human Motion Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

3DFIRES: Few Image 3D REconstruction for Scenes with Hidden Surfaces.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

FAR: Flexible, Accurate and Robust 6DoF Relative Camera Pose Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
EPIC Fields: Marrying 3D Geometry and Video Understanding.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Towards A Richer 2D Understanding of Hands at Scale.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

TomoID: A Scalable Approach to Device Free Indoor Localization via RFID Tomography.
Proceedings of the IEEE INFOCOM 2023, 2023

Understanding 3D Object Interaction from a Single Image.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Learning to Predict Scene-Level Implicit 3D from Posed RGBD Data.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Perspective Fields for Single Image Camera Calibration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

MOVES: Manipulated Objects in Video Enable Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Using Deep Learning and Very-High-Resolution Imagery to Map Smallholder Field Boundaries.
Remote. Sens., 2022

Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failure.
J. Am. Medical Informatics Assoc., 2022

Large-Scale Spatial Cross-Calibration of Hinode/SOT-SP and SDO/HMI.
CoRR, 2022

EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Directed Ray Distance Functions for 3D Scene Reconstruction.
Proceedings of the Computer Vision - ECCV 2022, 2022

Sound Localization by Self-supervised Time Delay Estimation.
Proceedings of the Computer Vision - ECCV 2022, 2022

PlaneFormers: From Sparse View Planes to 3D Reconstruction.
Proceedings of the Computer Vision - ECCV 2022, 2022

Understanding 3D Object Articulation in Internet Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

The 8-Point Algorithm as an Inductive Bias for Relative Pose Prediction by ViTs.
Proceedings of the International Conference on 3D Vision, 2022

2021
What's Behind the Couch? Directed Ray Distance Functions (DRDF) for 3D Scene Reconstruction.
CoRR, 2021

Recognizing Scenes from Novel Viewpoints.
CoRR, 2021

Combining chest X-rays and EHR data using machine learning to diagnose acute respiratory failure.
CoRR, 2021

SynthIA: A Synthetic Inversion Approximation for the Stokes Vector Fusing SDO and Hinode into a Virtual Observatory.
CoRR, 2021

Fast and Accurate Emulation of the SDO/HMI Stokes Inversion with Uncertainty Quantification.
CoRR, 2021

COHESIV: Contrastive Object and Hand Embedding Segmentation In Video.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

PixelSynth: Generating a 3D-Consistent Experience from a Single Image.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Planar Surface Reconstruction from Sparse Views.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Collision Replay: What Does Bumping Into Things Tell You About Scene Geometry?
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Image Transformation and CNNs: A Strategy for Encoding Human Locomotor Intent for Autonomous Wearable Robots.
IEEE Robotics Autom. Lett., 2020

C-Reference: Improving 2D to 3D Object Pose Estimation Accuracy via Crowdsourced Joint Object Estimation.
Proc. ACM Hum. Comput. Interact., 2020

Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts.
Proceedings of the Machine Learning for Healthcare Conference, 2020

Full-Body Awareness from Partial Observations.
Proceedings of the Computer Vision - ECCV 2020, 2020

Associative3D: Volumetric Reconstruction from Sparse Views.
Proceedings of the Computer Vision - ECCV 2020, 2020

Understanding Human Hands in Contact at Internet Scale.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Articulation-Aware Canonical Surface Mapping.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Novel Object Viewpoint Estimation Through Reconstruction Alignment.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
From Images to 3D Shape Attributes.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

A Machine Learning Dataset Prepared From the NASA Solar Dynamics Observatory Mission.
CoRR, 2019

Cross-Task Weakly Supervised Learning From Instructional Videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Visual Memory for Robust Path Following.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

From Lifestyle Vlogs to Everyday Interactions.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Unifying Map and Landmark Based Representations for Visual Navigation.
CoRR, 2017

2016
Understanding Higher-Order Shape via 3D Shape Attributes.
CoRR, 2016

Cutting through the clutter: Task-relevant features for image matching.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Learning a Predictable and Generative Vector Representation for Objects.
Proceedings of the Computer Vision - ECCV 2016, 2016

3D Shape Attributes.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
In Defense of the Direct Perception of Affordances.
CoRR, 2015

Single Image 3D without a Single 3D Image.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Designing deep networks for surface normal estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
People Watching: Human Actions as a Cue for Single View Geometry.
Int. J. Comput. Vis., 2014

Unfolding an Indoor Origami World.
Proceedings of the Computer Vision - ECCV 2014, 2014

Predicting Object Dynamics in Scenes.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Data-Driven 3D Primitives for Single Image Understanding.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
Object Recognition Robust to Imperfect Depth Data.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Scene Semantics from Long-Term Observation of People.
Proceedings of the Computer Vision - ECCV 2012, 2012

2010
Multiple Plane Detection in Image Pairs Using J-Linkage.
Proceedings of the 20th International Conference on Pattern Recognition, 2010


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