Low-Level Image and Video Processing

Learning to Propose Objects

Project Overview

We are working on basic algorithmic building blocks that support visual data processing.

Publications

Full Flow: Optical Flow Estimation By Global Optimization over Regular Grids

Learning to Propose Objects

Geodesic Object Proposals

Fast MRF Optimization with Application to Depth Reconstruction

A Simple Model for Intrinsic Image Decomposition with Depth Cues

Efficient Nonlocal Regularization for Optical Flow