侯素娟｜山东师范大学｜学者主页

2026

ComAdPro: compositional learning with prototype adaptation for logo few-shot class-incremental recognition (ChinaMM 2025)

Jianxin Zhan, 陈文泰, Sujuan Hou, Weiqing Min

Multimedia Systems

DOI

2026

CondFoodGen: A Conditional Two-Stream Network for Controllable Food Image Generation

Mengyao Zhao, Hao Xiong, Wei-Qing Min, Sujuan Hou, Mengmeng Zhang, Shu-Qiang Jiang

IEEE Transactions on Image Processing

DOI

2025

Large-Scale Logo Detection

Sujuan Hou, Jiacheng Li, Weiqing Min, Jianxin Zhan, Mengmeng Zhang, Peng Li, Shuqiang Jiang

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

DSDGF-Nutri: A Decoupled Self-Distillation Network with Gating Fusion For Food Nutritional Assessment

Sujuan Hou, Zhihui Feng, Hao Xiong, Weiqing Min, Peng Li, Shuqiang Jiang

ACM International Conference on Multimedia (ACM MM)

DOI

2025

Intra-Inter Perspective: An Efficient Network for Logo Detection

Sujuan Hou, Zhixiang Jia, Weiqing Min, Mengmeng Zhang, Peng Li, Shuqiang Jiang

IEEE Transactions on Instrumentation and Measurement

DOI

2025

PerfSeer: An Efficient and Accurate Deep Learning Models Performance Predictor

Xin-Long Zhao, Jian-De Sun, Jia Zhang, Sujuan Hou, Shuai Li, Tong Liu, Ke Liu

International Joint Conference on Artificial Intelligence

DOI

2025

Multimodal Inverse Attention Network with Intrinsic Discriminant Feature Exploitation for Fake News Detection

Tian-Lin Zhang, En Yu, Yi Shao, Shuai Li, Sujuan Hou, Jian-De Sun

International Joint Conference on Artificial Intelligence

DOI

2025

HFGCN: Hypergraph Fusion Graph Convolutional Networks for Skeleton-Based Action Recognition

Pengcheng Dong, Wenbo Wan, Hua-Xiang Zhang, Shuai Li, Sujuan Hou, Jian-De Sun

IEEE transactions on multimedia

DOI

2024

RD-FGM: A novel model for high-quality and diverse food image generation and ingredient classification

Jing Wang, Yuanjie Zheng, Junxia Wang, Xiao Xiao, Jing Sun, Sujuan Hou

Expert Systems With Applications，Vol. 255

DOI

2024

Ingredient-Guided RGB-D Fusion Network for Nutritional Assessment

Zhihui Feng, Hao Xiong, Weiqing Min, Sujuan Hou, Huichuan Duan, Zhonghua Liu, Shuqiang Jiang

IEEE Transactions on AgriFood Electronics

DOI

2024

FAM-Logo: Forward Compatible Multimodal Framework for Few-Shot Logo Incremental Classification

Sujuan Hou, Jianxin Zhan, Hao Xiong

DOI

2024

EAGLE Network: A Novel Incremental Learning Framework for Detecting Unknown Logos in Open-World Environments

Zhongming Yuan, Hao Xiong, Sujuan Hou

DOI

2024

Multi-Stage Progressive Refinement and RoI Context Enhancement Network for Small Logo Detection

Songhui Zhao, Sujuan Hou

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2024

Context-based modeling for accurate logo detection in complex environments

Zhixiang Jia, Sujuan Hou, Peng Li

Journal of Visual Communication and Image Representation

DOI

2024

Cross-View Representation Learning: A Superior ContextIB Method for Logo Classification

Jing Wang, Yuanjie Zheng, Zeyu Han, Mei Lv, Sujuan Hou

IEEE Signal Processing Letters

DOI

2024

Multi-layer Cross-Scale Coupling Feature Pyramid Network for Food Logo Detection

Baisong Zhang, Sujuan Hou, Songhui Zhao, Qiang Hou, Xiaojie Li, Wuxia Yan

Learning and analytics in intelligent systems

DOI

2023

A Decoupled Cross-layer Fusion Network with Bidirectional Guidance for Detecting Small Logos

Songhui Zhao, Sujuan Hou, Baisong Zhang

ACM Multimedia Asia (MMAsia)

DOI

2023

Deep Learning for Logo Detection: A Survey

Sujuan Hou, Jiacheng Li, Weiqing Min, Qiang Hou, Yanna Zhao, Yuanjie Zheng, Shuqiang Jiang

ACM Transactions on Multimedia Computing Communications and Applications

DOI

2023

A Cross-direction Task Decoupling Network for Small Logo Detection

Sujuan Hou, Xingzhuo Li, Weiqing Min, Jiacheng Li, Jing Wang, Yuanjie Zheng, Shuqiang Jiang

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2023

Vision-based food nutrition estimation via RGB-D fusion network

Wenjing Shao, Weiqing Min, Sujuan Hou, Mengjiang Luo, Tianhao Li, Yuanjie Zheng, Shuqiang Jiang

Food Chemistry

DOI

2023

Few‐shot logo detection

Sujuan Hou, Wenjie Liu, Awudu Karim, Zhixiang Jia, Weikuan Jia, Yuanjie Zheng

IET Computer Vision

DOI

2023

Discriminative Semantic Feature Pyramid Network with Guided Anchoring for Logo Detection

Baisong Zhang, Sujuan Hou, Awudu Karim, Jing Wang, Weikuan Jia, Yuanjie Zheng

Mathematics

DOI

2023

Long-Range Dependence Involutional Network for Logo Detection

Xingzhuo Li, Sujuan Hou, Baisong Zhang, Jing Wang, Weikuan Jia, Yuanjie Zheng

Entropy

DOI

2022

Rapid Non-Destructive Analysis of Food Nutrient Content Using Swin-Nutrition

Wenjing Shao, Sujuan Hou, Weikuan Jia, Yuanjie Zheng

Foods

DOI

2022

Image Matting With Deep Gaussian Process

Yuanjie Zheng, Yunshuai Yang, Tongtong Che, Sujuan Hou, Wenhui Huang, Yue Gao, Ping Tan

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

A fast and efficient green apple object detection model based on Foveabox

Weikuan Jia, Zhifen Wang, Zhonghua Zhang, Xinbo Yang, Sujuan Hou, Yuanjie Zheng

Journal of King Saud University - Computer and Information Sciences

DOI

2022

Feature dimensionality reduction: a review

Weikuan Jia, Meili Sun, Jian Lian, Sujuan Hou

Complex & Intelligent Systems

DOI

2021

FoveaMask: A fast and accurate deep learning model for green fruit instance segmentation

Weikuan Jia, Zhonghua Zhang, Wenjing Shao, Sujuan Hou, Ze Ji, Guoliang Liu, Xiang Yin

Computers and Electronics in Agriculture

DOI

2021

FoodLogoDet-1500: A Dataset for Large-Scale Food Logo Detection via Multi-Scale Feature Decoupling Network

Qiang Hou, Weiqing Min, Jing Wang, Sujuan Hou, Yuanjie Zheng, Shuqiang Jiang

ACM International Conference on Multimedia (ACM MM)

DOI

2021

Cross-View Representation Learning for Multi-View Logo Classification with Information Bottleneck

Jing Wang, Yuanjie Zheng, Jingqi Song, Sujuan Hou

ACM International Conference on Multimedia (ACM MM)

DOI

2021

An adaptive representation algorithm for Multi-scale logo detection

Ye Meng, Sujuan Hou, Jing Wang, Weikuan Jia, Yuanjie Zheng, Awudu Karim

Displays

DOI

2021

RAFNet: RGB-D attention feature fusion network for indoor semantic segmentation

Xingchao Yan, Sujuan Hou, Awudu Karim, Weikuan Jia

Displays

DOI

2021

An Effective Anchor-Free model with Transformer for Logo Detection Efficient Logo Detection via Transformer

Baoyan Cheng, Huichuan Duan, Sujuan Hou, Awudu Karim, Weikuan Jia, Yuanjie Zheng

International Conference on Computer Information Science and Artificial Intelligence (CISAI)

DOI

2021

RS-Net: robust segmentation of green overlapped apples

Weikuan Jia, Zhonghua Zhang, Wenjiang Shao, Ze Ji, Sujuan Hou

Precision Agriculture

DOI

2021

Exploiting Probabilistic Siamese Visual Tracking with a Conditional Variational Autoencoder

Wenhui Huang, Jason J. Gu, Peiyong Duan, Sujuan Hou, Yuanjie Zheng

Proceedings - IEEE International Conference on Robotics and Automation/Proceedings

DOI

2021

SDOF-GAN: Symmetric Dense Optical Flow Estimation With Generative Adversarial Networks

Tongtong Che, Yuanjie Zheng, Yunshuai Yang, Sujuan Hou, Weikuan Jia, Jie Yang, Chen Gong

IEEE Transactions on Image Processing

DOI

2020

2019年度国家自然科学基金计算机科学领域项目申请与资助情况及2020年度代码调整

刘哲，侯素娟，赵瑞珍，宋苏

《计算机学报》

2020

A novel green apple segmentation algorithm based on ensemble U-Net under complex orchard environment

Qianwen Li, Weikuan Jia, Meili Sun, Sujuan Hou, Yuanjie Zheng

Computers and Electronics in Agriculture

DOI

2020

Solving Jigsaw Puzzles via Nonconvex Quadratic Programming With the Projected Power Method

Yan Fang, Yuanjie Zheng, Jinyu Cong, Liu Liu, Dacheng Tao, Sujuan Hou

IEEE Transactions on Multimedia

DOI

2020

Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo Classification

Jing Wang, Weiqing Min, Sujuan Hou, Shengnan Ma, Yuanjie Zheng, Haishuai Wang, Shuqiang Jiang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2020

Singular value decomposition-based virtual representation for face recognition

Shigang Liu, Yuhong Wang, Yali Peng, Sujuan Hou, Keyou Zhang, Xiaojun Wu

Machine Vision and Applications

DOI

2020

LogoDet-3K: A Large-scale Image Dataset for Logo Detection

Jing Wang, Wei-Qing Min, Sujuan Hou, Shengnan Ma, Yuan-Jie Zheng, Shu-Qiang Jiang

ACM Trans. Multim. Comput. Commun. Appl.

DOI

2019

Optimized Coefficient Vector and Sparse Representation-Based Classification Method for Face Recognition

Shigang Liu, Lingjun Li, Ming Jin, Sujuan Hou, Yali Peng

IEEE Access

DOI

2019

Online Multi-Expert Learning for Visual Tracking

Zhetao Li, Wei Wei, Tianzhu Zhang, Meng Wang, Sujuan Hou, Peng Xin

IEEE Transactions on Image Processing

DOI

2018

Classifying advertising video by topicalizing high-level semantic concepts

Sujuan Hou, Shangbo Zhou, Wenjie Liu, Yuanjie Zheng

Multimedia Tools and Applications

DOI

2017

A novel optimized GA–Elman neural network algorithm

Weikuan Jia, Dean Zhao, Yuanjie Zheng, Sujuan Hou

Neural Computing and Applications

DOI

2017

Multi-layer multi-view topic model for classifying advertising video

Sujuan Hou, Ling Chen, Dacheng Tao, Shangbo Zhou, Wenjie Liu, Yuanjie Zheng

Pattern Recognition

DOI

2017

Deep Hierarchical Representation from Classifying Logo-405

Sujuan Hou, Jianwei Lin, Shangbo Zhou, Maoling Qin, Weikuan Jia, Yuanjie Zheng

Complexity

DOI

2016

Multi-label learning with label relevance in advertising video

Sujuan Hou, Shangbo Zhou, Ling Chen, Yong Feng, Karim Awudu

Neurocomputing

DOI

2014

A compressed sensing approach for query by example video retrieval

Sujuan Hou, Shangbo Zhou, Muhammad Abubakar Siddique

Multimedia tools and applications

DOI

2013

Audio-Visual-Based Query by Example Video Retrieval

Sujuan Hou, Shangbo Zhou

DOI

2012

Query by example video based on fuzzy c-means initialized by fixed clustering center

Sujuan Hou, Shangbo Zhou, Muhammad Abubakar Siddique

DOI

2010

开放网络环境中基于属性的通用访问控制框架

钟将，侯素娟

《计算机应用》

2010

基于属性的访问控制模型及应用研究

侯素娟

《重庆大学》

精选作品

期刊论文

ComAdPro: compositional learning with prototype adaptation for logo few-shot class-incremental recognition (ChinaMM 2025)

CondFoodGen: A Conditional Two-Stream Network for Controllable Food Image Generation

Large-Scale Logo Detection

DSDGF-Nutri: A Decoupled Self-Distillation Network with Gating Fusion For Food Nutritional Assessment

Intra-Inter Perspective: An Efficient Network for Logo Detection

PerfSeer: An Efficient and Accurate Deep Learning Models Performance Predictor

Multimodal Inverse Attention Network with Intrinsic Discriminant Feature Exploitation for Fake News Detection

HFGCN: Hypergraph Fusion Graph Convolutional Networks for Skeleton-Based Action Recognition

RD-FGM: A novel model for high-quality and diverse food image generation and ingredient classification

Ingredient-Guided RGB-D Fusion Network for Nutritional Assessment

FAM-Logo: Forward Compatible Multimodal Framework for Few-Shot Logo Incremental Classification

EAGLE Network: A Novel Incremental Learning Framework for Detecting Unknown Logos in Open-World Environments

Multi-Stage Progressive Refinement and RoI Context Enhancement Network for Small Logo Detection

Context-based modeling for accurate logo detection in complex environments

Cross-View Representation Learning: A Superior ContextIB Method for Logo Classification

Multi-layer Cross-Scale Coupling Feature Pyramid Network for Food Logo Detection

A Decoupled Cross-layer Fusion Network with Bidirectional Guidance for Detecting Small Logos

Deep Learning for Logo Detection: A Survey

A Cross-direction Task Decoupling Network for Small Logo Detection

Vision-based food nutrition estimation via RGB-D fusion network

Few‐shot logo detection

Discriminative Semantic Feature Pyramid Network with Guided Anchoring for Logo Detection

Long-Range Dependence Involutional Network for Logo Detection

Rapid Non-Destructive Analysis of Food Nutrient Content Using Swin-Nutrition

Image Matting With Deep Gaussian Process

A fast and efficient green apple object detection model based on Foveabox

Feature dimensionality reduction: a review

FoveaMask: A fast and accurate deep learning model for green fruit instance segmentation

FoodLogoDet-1500: A Dataset for Large-Scale Food Logo Detection via Multi-Scale Feature Decoupling Network

Cross-View Representation Learning for Multi-View Logo Classification with Information Bottleneck

An adaptive representation algorithm for Multi-scale logo detection

RAFNet: RGB-D attention feature fusion network for indoor semantic segmentation

An Effective Anchor-Free model with Transformer for Logo Detection Efficient Logo Detection via Transformer

RS-Net: robust segmentation of green overlapped apples

Exploiting Probabilistic Siamese Visual Tracking with a Conditional Variational Autoencoder

SDOF-GAN: Symmetric Dense Optical Flow Estimation With Generative Adversarial Networks

2019年度国家自然科学基金计算机科学领域项目申请与资助情况及2020年度代码调整

A novel green apple segmentation algorithm based on ensemble U-Net under complex orchard environment

Solving Jigsaw Puzzles via Nonconvex Quadratic Programming With the Projected Power Method

Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo Classification

Singular value decomposition-based virtual representation for face recognition

LogoDet-3K: A Large-scale Image Dataset for Logo Detection

Optimized Coefficient Vector and Sparse Representation-Based Classification Method for Face Recognition

Online Multi-Expert Learning for Visual Tracking

Classifying advertising video by topicalizing high-level semantic concepts

A novel optimized GA–Elman neural network algorithm

Multi-layer multi-view topic model for classifying advertising video

Deep Hierarchical Representation from Classifying Logo-405

Multi-label learning with label relevance in advertising video

A compressed sensing approach for query by example video retrieval

Audio-Visual-Based Query by Example Video Retrieval

Query by example video based on fuzzy c-means initialized by fixed clustering center

开放网络环境中基于属性的通用访问控制框架

基于属性的访问控制模型及应用研究

预印本

Intra-Inter Relationship Modeling Network: toward Food Semantic Segmentation in Multi-Foreground Scenes