Search Results for author: Jinye Peng

Found 7 papers, 0 papers with code

Keypoint-Graph-Driven Learning Framework for Object Pose Estimation

no code implementations CVPR 2021 Shaobo Zhang, Wanqing Zhao, Ziyu Guan, Xianlin Peng, Jinye Peng

Hence, we propose to use the domain-invariant geometry structure among keypoints as a "bridge" constraint to optimize DAKDN for 6D pose estimation across domains.

6D Pose Estimation Domain Adaptation

Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction

no code implementations18 May 2021 Ruijing Yang, Ziyu Guan, Zitong Yu, Guoying Zhao, Xiaoyi Feng, Jinye Peng

The framework is able to capture both local and long-range dependencies via the proposed attention mechanism for the learned appearance representations, which are further enriched by temporally attended physiological cues (remote photoplethysmography, rPPG) that are recovered from videos in the auxiliary task.

Medical Diagnosis Multi-Task Learning

A relic sketch extraction framework based on detail-aware hierarchical deep network

no code implementations17 Jan 2021 Jinye Peng, Jiaxin Wang, Jun Wang, Erlei Zhang, Qunxi Zhang, Yongqin Zhang, Xianlin Peng, Kai Yu

For the fine extraction stage, we design a new multiscale U-Net (MSU-Net) to effectively remove disease noise and refine the sketch.

Edge Detection Transfer Learning

Automatic Image Labelling at Pixel Level

no code implementations15 Jul 2020 Xiang Zhang, Wei zhang, Jinye Peng, Jianping Fan

A Guided Filter Network (GFN) is first developed to learn the segmentation knowledge from a source domain, and such GFN then transfers such segmentation knowledge to generate coarse object masks in the target domain.

Semantic Segmentation

Super-Resolved Image Perceptual Quality Improvement via Multi-Feature Discriminators

no code implementations24 Apr 2019 Xuan Zhu, Yue Cheng, Jinye Peng, Rongzhi Wang, Mingnan Le, Xin Liu

However, the GAN-based SR methods only use image discriminator to distinguish SR images and high-resolution (HR) images.

Image Super-Resolution

Unsupervised Deep Hashing for Large-scale Visual Search

no code implementations31 Jan 2016 Zhaoqiang Xia, Xiaoyi Feng, Jinye Peng, Abdenour Hadid

Learning based hashing plays a pivotal role in large-scale visual search.

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