Shengfeng He

Orcid: 0000-0002-3802-4644

According to our database¹, Shengfeng He authored at least 140 papers between 2011 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

TranSiam: Aggregating multi-modal visual features with locality for medical image segmentation.

[BibT_eX]

[DOI]

Expert Syst. Appl., March, 2024

DR-FER: Discriminative and Robust Representation Learning for Facial Expression Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with Relative Geometric Consistency.

[BibT_eX]

[DOI]

CoRR, 2024

Rethinking Multi-view Representation Learning via Distilled Disentangling.

[BibT_eX]

[DOI]

CoRR, 2024

DiTMoS: Delving into Diverse Tiny-Model Selection on Microcontrollers.

[BibT_eX]

[DOI]

CoRR, 2024

Human Video Translation via Query Warping.

[BibT_eX]

[DOI]

Haiming Zhu

Yangyang Xu

Shengfeng He

CoRR, 2024

Glance to Count: Learning to Rank with Anchors for Weakly-supervised Crowd Counting.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Delving into Multimodal Prompting for Fine-Grained Visual Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Monocular Depth Estimation for Glass Walls With Context: A New Dataset and Method.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Contextual-Assisted Scratched Photo Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., October, 2023

Reference-based Screentone Transfer via Pattern Correspondence and Regularization.

[BibT_eX]

[DOI]

Comput. Graph. Forum, September, 2023

Single-View View Synthesis with Self-rectified Pseudo-Stereo.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., August, 2023

Reducing Spatial Labeling Redundancy for Active Semi-Supervised Crowd Counting.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Learning invariant and uniformly distributed feature space for multi-view generation.

[BibT_eX]

[DOI]

Inf. Fusion, May, 2023

DSDNet: Toward single image deraining with self-paced curricular dual stimulations.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., April, 2023

Pose- and Attribute-consistent Person Image Synthesis.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2023

Parsing-Conditioned Anime Translation: A New Dataset and Method.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2023

Edge Distraction-aware Salient Object Detection.

[BibT_eX]

[DOI]

IEEE Multim., 2023

DiffusionMat: Alpha Matting as Sequential Refinement Learning.

[BibT_eX]

[DOI]

CoRR, 2023

One-for-All: Towards Universal Domain Translation with a Single StyleGAN.

[BibT_eX]

[DOI]

CoRR, 2023

DAOT: Domain-Agnostically Aligned Optimal Transport for Domain-Adaptive Crowd Counting.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

NPF-200: A Multi-Modal Eye Fixation Dataset and Method for Non-Photorealistic Videos.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Disentangling Multi-view Representations Beyond Inductive Bias.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Surgical Activity Triplet Recognition via Triplet Disentanglement.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Fine-grained Domain Adaptive Crowd Counting via Point-derived Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

CIRI: Curricular Inactivation for Residue-aware One-shot Video Inpainting.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

RIGID: Recurrent GAN Inversion and Editing of Real Face Videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Deep Video Demoiréing via Compact Invertible Dyadic Decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Diffuse3D: Wide-Angle 3D Photography via Bilateral Diffusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Curricular Contrastive Regularization for Physics-Aware Single Image Dehazing.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Where is My Spot? Few-shot Image Generation via Latent Subspace Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Towards a Smaller Student: Capacity Dynamic Distillation for Efficient Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SCANet: Self-Paced Semi-Curricular Attention Network for Non-Homogeneous Image Dehazing.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report.

[BibT_eX]

[DOI]

Codruta O. Ancuti

Cosmin Ancuti

Florin-Alexandru Vasluianu

Fredrik K. Gustafsson

Raghavendra Ramachandra

Christoph Busch

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Layout Generation as Intermediate Action Sequence Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Learning Transferable Perturbations for Image Captioning.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2022

Mask-Guided Deformation Adaptive Network for Human Parsing.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2022

Make Your Own Sprites: Aliasing-Aware and Cell-Controllable Pixelization.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2022

Pro-PULSE: Learning Progressive Encoders of Latent Semantics in GANs for Photo Upsampling.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Self-Supervised Matting-Specific Portrait Enhancement and Generation.

[BibT_eX]

[DOI]

Yangyang Xu

Zeyang Zhou

Shengfeng He

IEEE Trans. Image Process., 2022

Deep Multiview Clustering via Iteratively Self-Supervised Universal and Specific Space Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Holistically Associated Transductive Zero-Shot Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., 2022

Efficient Exploration in Crowds by Coupling Navigation Controller and Exploration Planner.

[BibT_eX]

[DOI]

Zhuoqi Zheng

Shengfeng He

Jia Pan

IEEE Robotics Autom. Lett., 2022

Self-Supervised Video Representation Learning by Uncovering Spatio-Temporal Statistics.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

CrowdGAN: Identity-Free Interactive Crowd Video Generation and Beyond.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

SeqSeg: A sequential method to achieve nasopharyngeal carcinoma segmentation free from background dominance.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

Delving deep into pixelized face recovery and defense.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Monocular BEV Perception of Road Scenes via Front-to-Top View Projection.

[BibT_eX]

[DOI]

CoRR, 2022

Background Matting via Recursive Excitation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Editing Out-of-Domain GAN Inversion via Differential Activations.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Faithful Extreme Rescaling via Generative Prior Reciprocated Invertible Representations.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

High-resolution Face Swapping via Latent Semantics Disentanglement.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Shunted Self-Attention via Multi-Scale Token Aggregation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

A Simple Data Mixing Prior for Improving Self-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Co-advise: Cross Inductive Bias Distillation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Smart Scribbles for Image Matting.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2021

Invertible Grayscale with Sparsity Enforcing Priors.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2021

Transductive Zero-Shot Action Recognition via Visually Connected Graph Convolutional Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Blind Image Denoising via Dynamic Dual Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Erratum to "Multi-View Face Synthesis via Progressive Face Flow".

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Multi-View Face Synthesis via Progressive Face Flow.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Few-Shot Breast Cancer Metastases Classification via Unsupervised Cell Ranking.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Mask-ShadowNet: Toward Shadow Removal via Masked Adaptive Instance Normalization.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2021

Video Snapshot: Single Image Motion Expansion via Invertible Motion Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Fast scene labeling via structural inference.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Weakly supervised segmentation via instance-aware propagation.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Reducing Spatial Labeling Redundancy for Semi-supervised Crowd Counting.

[BibT_eX]

[DOI]

CoRR, 2021

Unifying Global-Local Representations in Salient Object Detection with Transformer.

[BibT_eX]

[DOI]

CoRR, 2021

Smart Scribbles for Image Mating.

[BibT_eX]

[DOI]

CoRR, 2021

Differentiated Learning for Multi-Modal Domain Adaptation.

[BibT_eX]

[DOI]

Jianming Lv

Kaijie Liu

Shengfeng He

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

From Continuity to Editability: Inverting GANs with Consecutive Images.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

From Contexts to Locality: Ultra-high Resolution Image Segmentation via Locality-aware Contextual Correlation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Projecting Your View Attentively: Monocular Road Scene Layout Estimation via Cross-View Transformation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Discovering Interpretable Latent Space Directions of GANs Beyond Binary Attributes.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Reciprocal Transformations for Unsupervised Video Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning From the Master: Distilling Cross-Modal Advanced Knowledge for Lip Reading.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Spatially-Invariant Style-Codes Controlled Makeup Transfer.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Exploring Duality in Visual Question-Driven Top-Down Saliency.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Fast User-Guided Single Image Reflection Removal via Edge-Aware Cascaded Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Learning Long-Term Structural Dependencies for Video Salient Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Real-Time Hierarchical Supervoxel Segmentation via a Minimum Spanning Tree.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Boundary-Aware RGBD Salient Object Detection With Cross-Modal Feature Sampling.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Crowd Counting Via Cross-Stage Refinement Networks.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

FormNet: Formatted Learning for Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Unsupervised Domain Adaptation via Importance Sampling.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Image captioning via semantic element embedding.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Over-crowdedness Alert! Forecasting the Future Crowd Distribution.

[BibT_eX]

[DOI]

CoRR, 2020

Laplacian Denoising Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2020

Example-Based Colourization Via Dense Encoding Pyramids.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2020

Two-stage Photograph Cartoonization via Line Tracing.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2020

Invertible Grayscale via Dual Features Ensemble.

[BibT_eX]

[DOI]

IEEE Access, 2020

Coupled Rain Streak and Background Estimation via Separable Element-Wise Attention.

[BibT_eX]

[DOI]

IEEE Access, 2020

Coherence and Identity Learning for Arbitrary-length Face Video Generation.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

TENet: Triple Excitation Network for Video Salient Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Context-Aware and Scale-Insensitive Temporal Repetition Counting.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Don't Hit Me! Glass Detection in Real-World Scenes.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

GDFace: Gated Deformation for Multi-View Face Image Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Deep binocular tone mapping.

[BibT_eX]

[DOI]

Vis. Comput., 2019

SINet: A Scale-Insensitive Convolutional Neural Network for Fast Vehicle Detection.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2019

Deformable Object Tracking With Gated Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Interactive Hierarchical Object Proposals.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Proposal-Driven Segmentation for Videos.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2019

Age estimation via attribute-region association.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2019

JOint Shape Matching for Overlapping Cytoplasm Segmentation in Cervical Smear Images.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Visualizing the Invisible: Occluded Vehicle Segmentation and Recovery.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Single Image Reflection Removal Beyond Linearity.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Self-Supervised Spatio-Temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Context-Aware Spatio-Recurrent Curvilinear Structure Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Efficient image super-resolution integration.

[BibT_eX]

[DOI]

Vis. Comput., 2018

Egocentric Hand Detection Via Dynamic Region Growing.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2018

Deep unsupervised pixelization.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2018

L<sub>0</sub>-Regularized Image Downscaling.

[BibT_eX]

[DOI]

Junjie Liu

Shengfeng He

Rynson W. H. Lau

IEEE Trans. Image Process., 2018

Egocentric Temporal Action Proposals.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Deformable Object Tracking with Gated Fusion.

[BibT_eX]

[DOI]

CoRR, 2018

Active Matting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

RGBD Salient Object Detection via Deep Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Stereo Object Proposals.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Robust Object Tracking via Locality Sensitive Histograms.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2017

Joint Image Denoising and Disparity Estimation via Stereo Structure PCA and Noise-Tolerant Cost.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2017

Stylizing face images via multiple exemplars.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2017

Learning to Hallucinate Face Images via Component Generation and Enhancement.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Keyword-driven image captioning via Context-dependent Bilateral LSTM.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Delving into Salient Object Subitizing and Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

DeshadowNet: A Multi-context Embedding Deep Network for Shadow Removal.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

FormResNet: Formatted Residual Learning for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

Fast Weighted Histograms for Bilateral Filtering and Nearest Neighbor Searching.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2016

A Tool-Free Calibration Method for Turntable-Based 3D Scanning Systems.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2016

Real-Time Salient Object Detection with a Minimum Spanning Tree.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Exemplar-Driven Top-Down Saliency Detection via Deep Association.

[BibT_eX]

[DOI]

Shengfeng He

Rynson W. H. Lau

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Saliency-Guided Color-to-Gray Conversion Using Region-Based Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

SuperCNN: A Superpixelwise Convolutional Neural Network for Salient Object Detection.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

Oriented Object Proposals.

[BibT_eX]

[DOI]

Shengfeng He

Rynson W. H. Lau

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Saliency Detection with Flash and No-flash Image Pairs.

[BibT_eX]

[DOI]

Shengfeng He

Rynson W. H. Lau

Proceedings of the Computer Vision - ECCV 2014, 2014

2013

Synthetic Controllable Turbulence Using Robust Second Vorticity Confinement.

[BibT_eX]

[DOI]

Shengfeng He

Rynson W. H. Lau

Comput. Graph. Forum, 2013

Consistent stereo image editing.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

Visual Tracking via Locality Sensitive Histograms.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2011

Real-time smoke simulation with improved turbulence by spatial adaptive vorticity confinement.

[BibT_eX]

[DOI]

Comput. Animat. Virtual Worlds, 2011

An Efficient Adaptive Vortex Particle Method for Real-Time Smoke Simulation.

[BibT_eX]

[DOI]

Shengfeng He

Hon-Cheng Wong

Un-Hong Wong

Proceedings of the 12th International Conference on Computer-Aided Design and Computer Graphics, 2011

Shengfeng He

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