779 citations · 1.1k across the 10 of their papers we have counts for
5 papers · 1 filter
AnthroNet: Conditional Generation of Humans via Anthropometrics
Francesco Picetti, Shrinath Deshpande, Jonathan Leban +14
We present a novel human body model formulated by an extensive set of anthropocentric measurements, which is capable of generating a wide range of human body shapes and poses. The…
PSP-HDRI: A Synthetic Dataset Generator for Pre-Training of Human-Centric Computer Vision Models
Salehe Erfanian Ebadi, Saurav Dhakad, Sanjay Vishwakarma +6
We introduce a new synthetic data generator PSP-HDRI that proves to be a superior pre-training alternative to ImageNet and other large-scale synthetic data counterparts. We demo…
PeopleSansPeople: A Synthetic Data Generator for Human-Centric Computer Vision
Salehe Erfanian Ebadi, You-Cyuan Jhang, Alex Zook +6
In recent years, person detection and human pose estimation have made great strides, helped by large-scale labeled datasets. However, these datasets had no guarantees or analysis o…
Semi-supervised Dense Keypoints Using Unlabeled Multiview Images
Zhixuan Yu, Haozheng Yu, Long Sha +2
This paper presents a new end-to-end semi-supervised framework to learn a dense keypoint detector using unlabeled multiview images. A key challenge lies in finding the exact corres…
Unity Perception: Generate Synthetic Data for Computer Vision
Steve Borkman, Adam Crespi, Saurav Dhakad +12
We introduce the Unity Perception package which aims to simplify and accelerate the process of generating synthetic datasets for computer vision tasks by offering an easy-to-use an…