research
∙
08/04/2023
CT Reconstruction from Few Planar X-rays with Application towards Low-resource Radiotherapy
CT scans are the standard-of-care for many clinical ailments, and are ne...
share
research
∙
08/01/2023
NeRT: Implicit Neural Representations for General Unsupervised Turbulence Mitigation
The atmospheric and water turbulence mitigation problems have emerged as...
research
∙
04/03/2023
Role of Transients in Two-Bounce Non-Line-of-Sight Imaging
The goal of non-line-of-sight (NLOS) imaging is to image objects occlude...
research
∙
04/03/2023
Thermal Spread Functions (TSF): Physics-guided Material Classification
Robust and non-destructive material classification is a challenging but ...
research
∙
01/05/2023
WIRE: Wavelet Implicit Neural Representations
Implicit neural representations (INRs) have recently advanced numerous v...
research
∙
12/13/2022
Foveated Thermal Computational Imaging in the Wild Using All-Silicon Meta-Optics
Foveated imaging provides a better tradeoff between situational awarenes...
research
∙
12/08/2022
ORCa: Glossy Objects as Radiance Field Cameras
Reflections on glossy objects contain valuable and hidden information ab...
research
∙
07/03/2022
PS^2F: Polarized Spiral Point Spread Function for Single-Shot 3D Sensing
We propose a compact snapshot monocular depth estimation technique that ...
research
∙
06/15/2022
i-FlatCam: A 253 FPS, 91.49 μJ/Frame Ultra-Compact Intelligent Lensless Camera for Real-Time and Efficient Eye Tracking in VR/AR
We present a first-of-its-kind ultra-compact intelligent camera system, ...
research
∙
06/02/2022
EyeCoD: Eye Tracking System Acceleration via FlatCam-based Algorithm Accelerator Co-Design
Eye tracking has become an essential human-machine interaction modality ...
research
∙
04/07/2022
DeepTensor: Low-Rank Tensor Decomposition with Deep Network Priors
DeepTensor is a computationally efficient framework for low-rank decompo...
research
∙
03/25/2022
PANDORA: Polarization-Aided Neural Decomposition Of Radiance
Reconstructing an object's geometry and appearance from multiple images,...
research
∙
02/07/2022
MINER: Multiscale Implicit Neural Representations
We introduce a new neural signal representation designed for the efficie...
research
∙
08/18/2021
Thermal Image Processing via Physics-Inspired Deep Networks
We introduce DeepIR, a new thermal image processing framework that combi...
research
∙
04/09/2021
CodedStereo: Learned Phase Masks for Large Depth-of-field Stereo
Conventional stereo suffers from a fundamental trade-off between imaging...
research
∙
12/28/2020
SASSI – Super-Pixelated Adaptive Spatio-Spectral Imaging
We introduce a novel video-rate hyperspectral imager with high spatial, ...
research
∙
11/25/2020
Single-Image Lens Flare Removal
Lens flare is a common artifact in photographs occurring when the camera...
research
∙
10/29/2020
FlatNet: Towards Photorealistic Scene Reconstruction from Lensless Measurements
Lensless imaging has emerged as a potential solution towards realizing u...
research
∙
10/14/2020
The Benefit of Distraction: Denoising Remote Vitals Measurements using Inverse Attention
Attention is a powerful concept in computer vision. End-to-end networks ...
research
∙
11/19/2018
Fine-grained Classification using Heterogeneous Web Data and Auxiliary Categories
Fine-grained classification remains a very challenging problem, because ...
research
∙
06/24/2018
Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions
The current trend of pushing CNNs deeper with convolutions has created a...
research
∙
05/16/2018
Fast Retinomorphic Event Stream for Video Recognition and Reinforcement Learning
Good temporal representations are crucial for video understanding, and t...
research
∙
05/16/2018
Fast Retinomorphic Event Stream for Video Recognition and ReinforcementLearning
Good temporal representations are crucial for video understanding, and t...
research
∙
03/01/2018
prDeep: Robust Phase Retrieval with Flexible Deep Neural Networks
Phase retrieval (PR) algorithms have become an important component in ma...
research
∙
01/16/2018
Reblur2Deblur: Deblurring Videos via Self-Supervised Learning
Motion blur is a fundamental problem in computer vision as it impacts im...
research
∙
11/16/2017
Zero-Shot Learning via Category-Specific Visual-Semantic Mapping
Zero-Shot Learning (ZSL) aims to classify a test instance from an unseen...
research
∙
12/21/2015
Spatial Phase-Sweep: Increasing temporal resolution of transient imaging using a light source array
Transient imaging or light-in-flight techniques capture the propagation ...
research
∙
09/02/2015
Depth Fields: Extending Light Field Techniques to Time-of-Flight Imaging
A variety of techniques such as light field, structured illumination, an...
research
∙
09/01/2015
FlatCam: Thin, Bare-Sensor Cameras using Coded Aperture and Computation
FlatCam is a thin form-factor lensless camera that consists of a coded m...
research
∙
04/16/2015
FPA-CS: Focal Plane Array-based Compressive Imaging in Short-wave Infrared
Cameras for imaging in short and mid-wave infrared spectra are significa...
research
∙
02/27/2015
DistancePPG: Robust non-contact vital signs monitoring using a camera
Vital signs such as pulse rate and breathing rate are currently measured...
research
∙
12/01/2014
Fast Sublinear Sparse Representation using Shallow Tree Matching Pursuit
Sparse approximations using highly over-complete dictionaries is a state...
research
∙
08/08/2013
A Framework for the Analysis of Computational Imaging Systems with Practical Applications
Over the last decade, a number of Computational Imaging (CI) systems hav...
research
∙
09/09/2011
