GeoNet++ : Iterative Geometric Neural Network with Edge-Aware Refinement for …

In this paper, we propose a geometric neural network with edge-aware refinement (GeoNet++) to jointly predict both depth and surface normal maps from a single image. Building on top of two-stream C…

Behavioral economics : the basics

Learning Regional Attraction for Line Segment Detection

This paper presents regional attraction of line segment maps, and hereby poses the problem of line segment detection (LSD) as a problem of region coloring. Given a line segment map, the proposed re…

Adversarial Metric Attack and Defense for Person Re-Identification

Person re-identification (re-ID) has attracted much attention recently due to its great importance in video surveillance. In general, distance metrics used to identify two person images are expecte…

Res2Net : A New Multi-Scale Backbone Architecture

Representing features at multiple scales is of great importance for numerous vision tasks. Recent advances in backbone convolutional neural networks (CNNs) continually demonstrate stronger multi-sc…

Real-Time RGB-D Camera Pose Estimation in Novel Scenes Using a Relocalisation…

On the Robustness of Semantic Segmentation Models to Adversarial Attacks

ROAM : A Rich Object Appearance Model with Application to Rotoscoping

Rotoscoping, the detailed delineation of scene elements through a video shot, is a painstaking task of tremendous importance in professional post-production pipelines. While pixel-wise segmentation…

Deeply Supervised Salient Object Detection with Short Connections

Sequential Optimization for Efficient High-Quality Object Proposal Generation