40 citations · 151 across the 6 of their papers we have counts for
6 papers
Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels
Yiming Lei, Haiping Zhu, Junping Zhang +1
The performance of medical image classification has been enhanced by deep convolutional neural networks (CNNs), which are typically trained with cross-entropy (CE) loss. However, w…
Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules
Yiming Lei, Haiping Zhu, Junping Zhang +1
Deep learning-based methods have achieved promising performance in early detection and classification of lung nodules, most of which discard unsure nodules and simply deal with a b…
Convolutional Ordinal Regression Forest for Image Ordinal Estimation
Haiping Zhu, Hongming Shan, Yuheng Zhang +5
Image ordinal estimation is to predict the ordinal label of a given image, which can be categorized as an ordinal regression problem. Recent methods formulate an ordinal regression…
Look globally, age locally: Face aging with an attention mechanism
Haiping Zhu, Zhizhong Huang, Hongming Shan +1
Face aging is of great importance for cross-age recognition and entertainment-related applications. Recently, conditional generative adversarial networks (cGANs) have achieved impr…
Ordinal Distribution Regression for Gait-based Age Estimation
Haiping Zhu, Yuheng Zhang, Guohao Li +2
Computer vision researchers prefer to estimate age from face images because facial features provide useful information. However, estimating age from face images becomes challenging…
Facial Aging and Rejuvenation by Conditional Multi-Adversarial Autoencoder with Ordinal Regression
Haiping Zhu, Qi Zhou, Junping Zhang +1
Facial aging and facial rejuvenation analyze a given face photograph to predict a future look or estimate a past look of the person. To achieve this, it is critical to preserve hum…