Search Results for author: Bin Sheng

Found 11 papers, 2 papers with code

Scene-aware Human Pose Generation using Transformer

no code implementations4 Aug 2023 Jieteng Yao, Junjie Chen, Li Niu, Bin Sheng

Affordance learning considers the interaction opportunities for an actor in the scene and thus has wide application in scene understanding and intelligent robotics.

Knowledge Distillation Scene Understanding

Deep Dynamic Epidemiological Modelling for COVID-19 Forecasting in Multi-level Districts

no code implementations21 Jun 2023 Ruhan Liu, Jiajia Li, Yang Wen, Huating Li, Ping Zhang, Bin Sheng, David Dagan Feng

Results: We introduce four SEIR variants to fit different situations in different countries and regions.

TransMRSR: Transformer-based Self-Distilled Generative Prior for Brain MRI Super-Resolution

1 code implementation11 Jun 2023 Shan Huang, Xiaohong Liu, Tao Tan, Menghan Hu, Xiaoer Wei, TingLi Chen, Bin Sheng

We perform a generative task to encapsulate diverse priors into a generative network (GAN), which is the decoder sub-module of the deep non-local feature capture part, in the first stage.

Image Reconstruction Image Super-Resolution

A Framework of Randomized Selection Based Certified Defenses Against Data Poisoning Attacks

no code implementations18 Sep 2020 Ruoxin Chen, Jie Li, Chentao Wu, Bin Sheng, Ping Li

Random selection based defenses can achieve certified robustness by averaging the classifiers' predictions on the sub-datasets sampled from the training set.

Data Poisoning

Constrained Multi-shape Evolution for Overlapping Cytoplasm Segmentation

no code implementations8 Apr 2020 Youyi Song, Lei Zhu, Baiying Lei, Bin Sheng, Qi Dou, Jing Qin, Kup-Sze Choi

In the shape evolution, we compensate intensity deficiency for the segmentation by introducing not only the modeled local shape priors but also global shape priors (clump--level) modeled by considering mutual shape constraints of cytoplasms in the clump.

Dynamic Region Division for Adaptive Learning Pedestrian Counting

no code implementations12 Aug 2019 Gaoqi He, Zhenwei Ma, Binhao Huang, Bin Sheng, Yubo Yuan

Accurate pedestrian counting algorithm is critical to eliminate insecurity in the congested public scenes.

Deep Colorization

1 code implementation ICCV 2015 Zezhou Cheng, Qingxiong Yang, Bin Sheng

This paper investigates into the colorization problem which converts a grayscale image to a colorful version.

Clustering Colorization +2

Tree-based Visualization and Optimization for Image Collection

no code implementations17 Jul 2015 Xintong Han, Chongyang Zhang, Weiyao Lin, Mingliang Xu, Bin Sheng, Tao Mei

The visualization of an image collection is the process of displaying a collection of images on a screen under some specific layout requirements.

A Heat-Map-based Algorithm for Recognizing Group Activities in Videos

no code implementations21 Feb 2015 Weiyao Lin, Hang Chu, Jianxin Wu, Bin Sheng, Zhenzhong Chen

In this paper, a new heat-map-based (HMB) algorithm is proposed for group activity recognition.

Group Activity Recognition

A new network-based algorithm for human activity recognition in video

no code implementations21 Feb 2015 Weiyao Lin, Yuanzhe Chen, Jianxin Wu, Hanli Wang, Bin Sheng, Hongxiang Li

Based on this network, we further model people in the scene as packages while human activities can be modeled as the process of package transmission in the network.

Activity Detection Activity Recognition In Videos +2

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