activity
20162022
most citedBigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis

30 citations · 48 across the 6 of their papers we have counts for

collaborators

6 papers

cs.RO2022★ 1 cited

Efficient View Path Planning for Autonomous Implicit Reconstruction

Jing Zeng, Yanxu Li, Yunlong Ran +6

Implicit neural representations have shown promising potential for the 3D scene reconstruction. Recent work applies it to autonomous 3D reconstruction by learning information gain…

cs.CV2021★ 3 cited

Geometry-based Distance Decomposition for Monocular 3D Object Detection

Xuepeng Shi, Qi Ye, Xiaozhi Chen +3

Monocular 3D object detection is of great significance for autonomous driving but remains challenging. The core challenge is to predict the distance of objects in the absence of ex…

cs.CV2020★ 3 cited

The Phong Surface: Efficient 3D Model Fitting using Lifted Optimization

Jingjing Shen, Thomas J. Cashman, Qi Ye +5

Realtime perceptual and interaction capabilities in mixed reality require a range of 3D tracking problems to be solved at low latency on resource-constrained hardware such as head-…

cs.CV2017★ 10 cited

Occlusion-aware Hand Pose Estimation Using Hierarchical Mixture Density Network

Qi Ye, Tae-Kyun Kim

Learning and predicting the pose parameters of a 3D hand model given an image, such as locations of hand joints, is challenging due to large viewpoint changes and articulations, an…

cs.CV2017★ 30 cited

BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis

Shanxin Yuan, Qi Ye, Bjorn Stenger +2

In this paper we introduce a large-scale hand pose dataset, collected using a novel capture method. Existing datasets are either generated synthetically or captured using depth sen…

cs.CV2016★ 1 cited

Spatial Attention Deep Net with Partial PSO for Hierarchical Hybrid Hand Pose Estimation

Qi Ye, Shanxin Yuan, Tae-Kyun Kim

Discriminative methods often generate hand poses kinematically implausible, then generative methods are used to correct (or verify) these results in a hybrid method. Estimating 3D…