Felix Heide

59

Papers

72

Total Citations

Papers (59)

Neural Spline Fields for Burst Image Fusion and Layer Separation

Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments

Robust Depth Enhancement via Polarization Prompt Fusion Tuning

SAMFusion: Sensor-Adaptive Multimodal Fusion for 3D Object Detection in Adverse Weather

Polarization Wavefront Lidar: Learning Large Scene Reconstruction from Polarized Wavefronts

Flow-Guided Online Stereo Rectification for Wide Baseline Stereo

Gated Fields: Learning Scene Reconstruction from Gated Videos

Neural Atlas Graphs for Dynamic Scene Decomposition and Editing

Defocus Deblurring and Superresolution for Time-of-Flight Depth Cameras

Fast and Flexible Convolutional Sparse Coding

Material Classification Using Raw Time-Of-Flight Measurements

Reconstructing Transient Images From Single-Photon Sensors

Deep End-to-End Time-of-Flight Imaging

DeepVoxels: Learning Persistent 3D Feature Embeddings

Steady-State Non-Line-Of-Sight Imaging

Single-Shot Monocular RGB-D Imaging Using Uneven Double Refraction

Learning Rank-1 Diffractive Optics for Single-Shot High Dynamic Range Imaging

Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler Radar

Defending Against Universal Attacks Through Selective Feature Regeneration

Hardware-in-the-Loop End-to-End Optimization of Camera Image Processing Pipelines

Seeing Through Fog Without Seeing Fog: Deep Multimodal Sensor Fusion in Unseen Adverse Weather

Polka Lines: Learning Structured Illumination and Reconstruction for Active Stereo

Adversarial Imaging Pipelines

Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging

End-to-End High Dynamic Range Camera Pipeline Optimization

ZeroScatter: Domain Transfer for Long Distance Imaging and Vision Through Scattering Media

Neural Scene Graphs for Dynamic Scenes

Neural Auto-Exposure for High-Dynamic Range Object Detection

Glass Segmentation Using Intensity and Spectral Polarization Cues

Neural Point Light Fields

All-Photon Polarimetric Time-of-Flight Imaging

Spiking Transformers for Event-Based Single Object Tracking

Gated2Gated: Self-Supervised Depth Estimation From Gated Images

LiDAR Snowfall Simulation for Robust 3D Object Detection

The Implicit Values of a Good Hand Shake: Handheld Multi-Frame Neural Depth Refinement

Seeing With Sound: Long-range Acoustic Beamforming for Multimodal Scene Understanding

Dual Exposure Stereo for Extended Dynamic Range 3D Imaging

The Differentiable Lens: Compound Lens Search Over Glass Surfaces and Materials for Object Detection

LiDAR-in-the-Loop Hyperparameter Optimization

Gated Stereo: Joint Depth Estimation From Gated and Wide-Baseline Active Stereo Cues

Consensus Convolutional Sparse Coding

Gated2Depth: Real-Time Dense Lidar From Gated Images

Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues

ScatterNeRF: Seeing Through Fog with Physically-Based Inverse Neural Rendering

Multi-view Spectral Polarization Propagation for Video Glass Segmentation

Diffusion-SDF: Conditional Generative Modeling of Signed Distance Functions

Single Depth-image 3D Reflection Symmetry and Shape Prediction

All You Need Is RAW: Defending against Adversarial Attacks with Camera Image Pipelines

Shakes on a Plane: Unsupervised Depth Estimation From Unstabilized Photography

Lidar Waveforms are Worth 40x128x33 Words

Self-Supervised Sparse Sensor Fusion for Long Range Perception

Separating the Wheat from the Chaff: Spatio-Temporal Transformer with View-interweaved Attention for Photon-Efficient Depth Sensing

Spectral and Polarization Vision: Spectro-polarimetric Real-world Dataset

Cross-spectral Gated-RGB Stereo Depth Estimation

Neural Exposure Fusion for High-Dynamic Range Object Detection

Dispersed Structured Light for Hyperspectral 3D Imaging

Biologically Inspired Dynamic Thresholds for Spiking Neural Networks

GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions

Kissing to Find a Match: Efficient Low-Rank Permutation Representation