activity
20182022
most citedEdge-aware Bidirectional Diffusion for Dense Depth Estimation from Light Fields

20 citations · 23 across the 3 of their papers we have counts for

collaborators

6 papers

math.AP2022

Asymptotic behaviors of a kinetic approach to the collective dynamics of a rock-paper-scissors binary game

Hugo Martin

This article studies the kinetic dynamics of the rock-paper-scissors binary game in a measure setting given by a non local and non linear integrodifferential equation. After provin…

cs.CV202120 cited

Edge-aware Bidirectional Diffusion for Dense Depth Estimation from Light Fields

Numair Khan, Min H. Kim, James Tompkin

We present an algorithm to estimate fast and accurate depth maps from light fields via a sparse set of depth edges and gradients. Our proposed approach is based around the idea tha…

cs.CV2021

Differentiable Diffusion for Dense Depth Estimation from Multi-view Images

Numair Khan, Min H. Kim, James Tompkin

We present a method to estimate dense depth by optimizing a sparse set of points such that their diffusion into a depth map minimizes a multi-view reprojection error from RGB super…

cs.CV20203 cited

View-consistent 4D Light Field Depth Estimation

Numair Khan, Min H. Kim, James Tompkin

We propose a method to compute depth maps for every sub-aperture image in a light field in a view consistent way. Previous light field depth estimation methods typically estimate a…

cs.CV2018

Extreme View Synthesis

Inchang Choi, Orazio Gallo, Alejandro Troccoli +2

We present Extreme View Synthesis, a solution for novel view extrapolation that works even when the number of input images is small--as few as two. In this context, occlusions and…

cs.GR2018

DeepToF: Off-the-Shelf Real-Time Correction of Multipath Interference in Time-of-Flight Imaging

Julio Marco, Quercus Hernandez, Adolfo Muñoz +5

Time-of-flight (ToF) imaging has become a widespread technique for depth estimation, allowing affordable off-the-shelf cameras to provide depth maps in real time. However, multipat…