Data Augmentation in Human-Centric Vision

no code implementations • 13 Mar 2024 • Wentao Jiang, Yige Zhang, Shaozhong Zheng, Si Liu, Shuicheng Yan

This survey presents a comprehensive analysis of data augmentation techniques in human-centric vision tasks, a first of its kind in the field.

Data Augmentation Human Parsing +2

Outdoor Position Recovery from HeterogeneousTelco Cellular Data

no code implementations • 24 Aug 2021 • Yige Zhang, Weixiong Rao, Kun Zhang, Lei Chen

The HMM approaches typically assume stable mobility patterns of the underlying mobile devices.

Multi-Task Learning Position +1

Transfer Learning-Based Outdoor Position Recovery with Telco Data

no code implementations • 10 Dec 2019 • Yige Zhang, Aaron Yi Ding, Jorg Ott, Mingxuan Yuan, Jia Zeng, Kun Zhang, Weixiong Rao

In this paper, by leveraging the recently developed transfer learning techniques, we design a novel Telco position recovery framework, called TLoc, to transfer good models in the carefully selected source domains (those fine-grained small subareas) to a target one which originally suffers from poor localization accuracy.

Position Transfer Learning