Sotabase

Career

· IEEE Fellow, IEEE2019–
· Director Of AI Institute And Chief Scientist, Deepwise2018–
· Adjunct Professor, University of Illinois at Urbana-Champaign2012–2015
· Professor, The University of Hong Kong2011–
· Visiting Researcher, Microsoft Research Asia2008–2008
· Assistant Associate Professor, University of Illinois at Urbana-Champaign2000–2012
· PhD, University of California, Berkeley1996–2000
· BE and MS, Zhejiang University1988–1994

Publications (274)

Visual saliency based on multiscale deep features
Computer Vision and Pattern Recognition · 2015
1,306
cited
Deep Contrast Learning for Salient Object Detection
Computer Vision and Pattern Recognition · 2016
759
cited
Mesh editing with poisson-based gradient field manipulation
ACM Transactions on Graphics · 2004
666
cited
Efficient View-Dependent Image-Based Rendering with Projective Texture-Mapping
Rendering Techniques · 1998
616
cited
nnFormer: Volumetric Medical Image Segmentation via a 3D Transformer
IEEE Transactions on Image Processing · 2021
559
cited
Inverse global illumination: recovering reflectance models of real scenes from photographs
International Conference on Computer Graphics and Interactive Techniques · 1999
527
cited
HD-CNN: Hierarchical Deep Convolutional Neural Networks for Large Scale Visual Recognition
IEEE International Conference on Computer Vision · 2014
464
cited
Visual Saliency Detection Based on Multiscale Deep CNN Features
IEEE Transactions on Image Processing · 2016
357
cited
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation
arXiv.org · 2019
326
cited
High-Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference
IEEE International Conference on Computer Vision · 2017
311
cited
Adaptive Context Selection for Polyp Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention · 2020
300
cited
Instance-Level Salient Object Segmentation
Computer Vision and Pattern Recognition · 2017
293
cited
Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification From the Bottom Up
Computer Vision and Pattern Recognition · 2019
289
cited
Automatic Photo Adjustment Using Deep Neural Networks
ACM Transactions on Graphics · 2014
286
cited
Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-Tuning
Computer Vision and Pattern Recognition · 2017
248
cited
Dynamic Graph Attention for Referring Expression Comprehension
IEEE International Conference on Computer Vision · 2019
246
cited
Feature matching and deformation for texture synthesis
ACM Transactions on Graphics · 2004
241
cited
An L1 image transform for edge-preserving smoothing and scene-level intrinsic decomposition
ACM Transactions on Graphics · 2015
236
cited
Particle-based simulation of granular materials
Symposium on Computer Animation · 2005
228
cited
Recovering photometric properties of architectural scenes from photographs
International Conference on Computer Graphics and Interactive Techniques · 1998
218
cited
Sotabase
Yizhou Yu | Researcher Profile | Sotabase | Sotabase