Explanipedia

PP-Matting: High-Accuracy Natural Image Matting Open

Guowei Chen, Yi Liu, Jian Wang, Juncai Peng, Yuying Hao , et al. · 2022

Natural image matting is a fundamental and challenging computer vision task. It has many applications in image editing and composition. Recently, deep learning-based approaches have achieved great improvements in image matting. However, mo…

PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model Open

Juncai Peng, Yi Liu, Shiyu Tang, Yuying Hao, Lutao Chu , et al. · 2022

Real-world applications have high demands for semantic segmentation methods. Although semantic segmentation has made remarkable leap-forwards with deep learning, the performance of real-time methods is not satisfactory. In this work, we pr…

PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset Open

Lutao Chu, Yi Liu, Zewu Wu, Shiyu Tang, Guowei Chen , et al. · 2021

As the COVID-19 pandemic rampages across the world, the demands of video conferencing surge. To this end, real-time portrait segmentation becomes a popular feature to replace backgrounds of conferencing participants. While feature-rich dat…

PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale\n Teleconferencing Video Dataset Open

Lutao Chu, Yi Liu, Zewu Wu, Shiyu Tang, Guowei Chen , et al. · 2021

As the COVID-19 pandemic rampages across the world, the demands of video\nconferencing surge. To this end, real-time portrait segmentation becomes a\npopular feature to replace backgrounds of conferencing participants. While\nfeature-rich …

EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow Open

Yuying Hao, Yi Liu, Zewu Wu, Lin Han, Yizhou Chen , et al. · 2021

High-quality training data play a key role in image segmentation tasks. Usually, pixel-level annotations are expensive, laborious and time-consuming for the large volume of training data. To reduce labelling cost and improve segmentation q…

PaddleSeg: A High-Efficient Development Toolkit for Image Segmentation Open

Yi Liu, Lutao Chu, Guowei Chen, Zewu Wu, Zeyu Chen , et al. · 2021

Image Segmentation plays an essential role in computer vision and image processing with various applications from medical diagnosis to autonomous car driving. A lot of segmentation algorithms have been proposed for addressing specific prob…

The Sixth Visual Object Tracking VOT2018 Challenge Results Open

Matej Kristan, Aleš Leonardis, Jiřı́ Matas, Michael Felsberg, Roman Pflugfelder , et al. · 2019

Lutao Chu YOU? Author Swipe