2024

Convolution-Enhanced Bi-Branch Adaptive Transformer with Cross-Task Interaction for Food Category and Ingredient Recognition. [link] [project]

Yuxin Liu, Weiqing Min, Shuqiang Jiang, Yong Rui. IEEE Transactions on Image Processing, DOI: 10.1109/TIP.2024.3374211, 2024.

基于增强Vision Transformer的哈希食品图像检索 [link] [project]

曹品丹,闵巍庆,宋佳骏,盛国瑞,杨延村,王丽丽,蒋树强. 食品科学:1-12[2024-03-17]

Synthesizing Knowledge-enhanced Features for Real-world Zero-shot Food Detection. [link] [project]

Pengfei Zhou, Weiqing Min, Jiajun Song, Yang Zhang, and Shuqiang Jiang. IEEE Transactions on Image Processing, DOI:10.1109/TIP.2024.3360899, 2024.

A Lightweight Hybrid Model with Location-Preserving ViT for Efficient Food Recognition. [link] [project]

Guorui Sheng, Weiqing Min, Xiangyi Zhu, Liang Xu, Qingshuo Sun, Yancun Yang, Lili Wang, Shuqiang Jiang. Nutrients, DOI:10.3390/nu16020200, 2024.
2023

Multi-state Ingredient Recognition via Adaptive Multi-centric Network. [link] [project]

Min Wen, Jiajun Song, Weiqing Min, Weimin Xiao, Lin Han, Shuqiang Jiang. IEEE Transactions on Industrial Informatics, DOI:10.1109/TII.2023.3333935, 2023.

SeeDS: Semantic Separable Diffusion Synthesizer for Zero-shot Food Detection. [link] [project]

Pengfei Zhou, Weiqing Min, Yang Zhang, Jiajun Song, Ying Jin, Shuqiang Jiang. ACM International Conference on Multimedia, DOI:10.1145/3581783.3612661, 2023.

Ingredient Prediction via Context Learning Network with Class-Adaptive Asymmetric Loss. [link] [project]

Mengjiang Luo, Weiqing Min, Zhiling Wang, Jiajun Song, Shuqiang Jiang. IEEE Transactions on Image Processing, DOI:10.1109/TIP.2023.3318958, 2023.

Vision-based fruit recognition via multi-scale attention CNN. [link] [project]

Weiqing Min, Zhiling Wang, Jiahao Yang, Chunlin Liu and Shuqiang Jiang. Computers and Electronics in Agriculture, DOI:10.1016/j.compag.2023.107911, 2023.

Vision-based Food Nutrition Estimation via RGB-D Fusion Network. [link] [project]

Wenjing Shao, Weiqing Min, Sujuan Hou, Mengjiang Luo, Tianhao Li and Yuanjie Zheng and Shuqiang Jiang. Food Chemistry, DOI:10.1016/j.foodchem.2023.136309, 2023.

Large Scale Visual Food Recognition[link] [project]

Weiqing Min, Zhiling Wang, Yuxin Liu, Mengjiang Luo, Liping Kang, Xiaoming Wei, Xiaolin Wei, Shuqiang Jiang. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), DOI:10.1109/TPAMI.2023.3237871, 2023.
2022

多尺度拼图重构网络的食品图像识别[link]

刘宇昕，闵巍庆, 蒋树强，芮勇. 软件学报, 2022, 33(11):4379-4395

Ingredient-Guided Region Discovery and Relationship Modeling for Food Category-Ingredient Prediction. [pdf]

Zhiling Wang, Weiqing Min,Zhuo Li, ,Liping Kang, Xiaoming Wei, Xiaolin Wei, Shuqiang Jiang. IEEE Transactions on Image Processing 2022

Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones Is Enough. [pdf]

Zhuo Li, Weiqing Min, Jiajun Song, Yaohui Zhu, Liping Kang, Xiaoming Wei, Xiaolin Wei, Shuqiang Jiang. AAAI2022

Applications of knowledge graphs for the food science and industry[pdf][bibtex]

Weiqing Min,Chunlin Liu, Leyi Xu, Shuqiang Jiang. Patterns (Cell Press), 3(5): 100484 (2022)

A Review on Vision-based Analysis for Automatic Dietary Assessment[pdf][bibtex]

Wei Wang, Weiqing Min,Tianhao Li, Xiaoxiao Dong, Haisheng Li, Shuqiang Jiang. Trends in Food Science & Technology, 2022,122:223-237

食品图像识别方法综述[pdf][bibtex]

闵巍庆, 刘林虎, 刘宇昕, 罗梦江, 蒋树强. 计算机学报, 2022, 45(3): 542-566
2021

FoodLogoDet-1500: A Dataset for Large-Scale Food Logo Detection via Multi-Scale Feature Decoupling Network[pdf][bibtex][dataset]

Qiang Hou, Weiqing Min, Jing Wang, Sujuan Hou, Yuanjie Zheng, Shuqiang Jiang. ACM Multimedia 2021: 4670-4679

What If We Could Not See? Counterfactual Analysis for Egocentric Action Anticipation[pdf][bibtex]

Tianyu Zhang,Weiqing Min, Jiahao Yang, Tao Liu, Shuqiang Jiang, Yong Rui. IJCAI 2021: 1316-1322

LogoDet-3K: A Large-Scale Image Dataset for Logo Detection[pdf]

Jing Wang, Weiqing Min, Sujuan Hou, Shengnan Ma, Yuanjie Zheng, Shuqiang Jiang. ACM Transactions on Multimedia Computing, Communications and Applications (2021, Accepted)
2020

Food Computing for Multimedia. [link]

Shuqiang Jiang,Weiqing Min ACM Multimedia (CCF-A), (2020, Accepted, Oct)

Plant Disease Recognition: A Large-Scale Benchmark Dataset and a Visual Region and Loss Reweighting Approach[pdf][bibtex]

Xinda Liu,Weiqing Min, Shuhuan Mei,Lili Wang,Shuqiang Jiang IEEE Transactions on Image Processing (2020, Accepted)

Hybrid-Attention Enhanced Two-Stream Fusion Network for Video Venue Prediction[pdf][bibtex]

Yanchao Zhang,Weiqing Min, Liqiang Nie, Shuqiang Jiang IEEE Transactions on Multimedia (2020, Accepted)

ISIA Food-500: A Dataset for Large-Scale Food Recognition via Stacked Global-Local Attention Network[pdf][bibtex]

Weiqing Min, Linhu Liu, Zhiling Wang, Zhengdong Luo, Xiaoming Wei, Xiaolin Wei and Shuqiang Jiang ACM Multimedia (CCF-A), (2020, Accepted, Oral)

An Egocentric Action Anticipation Framework via Fusing Intuition and Analysis[pdf]

Tianyu Zhang, Weiqing Min, Ying Zhu, Yong Rui and Shuqiang Jiang ACM Multimedia (CCF-A), (2020, Accepted, Oral)

Attribute-Guided Feature Learning for Few-Shot Image Recognition[pdf][bibtex]

Yaohui Zhu, Weiqing Min,Shuqiang Jiang IEEE Transactions on Multimedia (2020, Accepted)

Few-Shot Food Recognition via Multi-View Representation[pdf][code] [bibtex]

Shuqiang Jiang, Weiqing Min, Yongqiang Lyu, Linhu Liu ACM Transactions on Multimedia Computing, Communications and Applications 16(3): 87:1-87:20 (2020)

A Two-Stage Triplet Network Training Framework for Image Retrieval[pdf][code] [bibtex]

Weiqing Min,Shuhuan Mei, Zhuo Li,Shuqiang Jiang IEEE Transactions on Multimedia (2020, Accepted)

Few-Shot Food Recognition via Triplet Network with Relation Network[pdf] [bibtex]

Lv Yongqiang, Min Weiqing, Duan hua, Jiang Shuqiang Computer Science 47(1): 136-143 (2020)

Multi-Task Deep Relative Attribute Learning for Visual Urban Perception [pdf] [dataset][bibtex]

Weiqing Min,Shuhuan Mei, Linhu Liu, Yi Wang, and Shuqiang Jiang IEEE Transactions on Image Processing 29(1): 657-669, 2020

Multi-Scale Multi-View Deep Feature Aggregation for Food Recognition [pdf][models] [bibtex]

Shuqiang Jiang, Weiqing Min, Linhu Liu and Zhengdong Luo IEEE Transactions on Image Processing 29(1): 265-276, 2020

Food Recommendation: Framework, Existing Solutions and Challenges [pdf] [bibtex]

Weiqing Min,Shuqiang Jiang,Ramesh Jain IEEE Transactions on Multimedia 22(10): 2659-2671 (2020)

Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo Classification  [pdf] [dataset and code] [bibtex] [poster]

JingWang, Weiqing Min,Sujuan Hou, Shengnan Ma, Yuanjie Zheng, Haishuai Wang, and Shuqiang Jiang AAAI 2020: 6194-6201 (Spotlight)
2019

A Survey on Food Computing [pdf][arXiv] [bibtex]

Weiqing Min,Shuqiang Jiang, Linhu Liu,Yong Rui and Ramesh Jain ACM Computing Surveys (CSUR) 52(5): 92:1–92:36,2019

Ingredient-Guided Cascaded Multi-Attention Network for Food Recognition[pdf] [dataset and code] [bibtex] [poster]

Weiqing Min, Linhu Liu, Zhengdong Luo and Shuqiang Jiang ACM Multimedia (CCF-A), 2019: 1331-1339

Hierarchy-Dependent Cross-Platform Multi-View Feature Learning for Venue Category Prediction[pdf] [bibtex]

Shuqiang Jiang, Weiqing Min, Shuhuan Mei IEEE Transactions on Multimedia 21(6): 1609–1619, 2019
2018

You Are What You Eat: Exploring Rich Recipe Information for Cross-Region Food Analysis[pdf][dataset] [bibtex]

Weiqing Min, et al. IEEE Transactions on Multimedia 20(4): 950-964 (2018)
2017

Dual Track Multimodal Automatic Learning through Human-Robot Interaction[pdf] [bibtex]

Shuqiang Jiang, Weiqing Min, Xue Li, Huayang Wang, Jian Sun, Jiaqi Zhou IJCAI (CCF-A), 2017:4485-4491

A survey on context-aware mobile visual recognition[pdf] [bibtex]

Weiqing Min, Shuqiang Jiang, Shuhui Wang, Ruihan Xu, Yushan Cao, Luis Herranz, Zhiqiang He Multimedia System 23(6): 647-665 (2017)

Being a Supercook: Joint Food Attributes and Multimodal Content Modeling for Recipe Retrieval and Exploration[pdf][dataset] [bibtex]

Weiqing Min, Shuqiang Jiang, Jitao Sang, Huayang Wang, Xinda Liu, Luis Herranz IEEE Transactions on Multimedia 19(5): 1100-1113 (2017)

A Delicious Recipe Analysis Framework for Exploring Multi-Modal Recipes with Various Attributes[pdf][poster][dataset] [bibtex]

Weiqing Min, Shuqiang Jiang, Shuhui Wang, Jitao Sang, Shuhuan Mei. ACM Multimedia (CCF-A), 2017: 402-410
2016

An incremental probabilistic model for temporal theme analysis of landmarks [pdf] [bibtex]

Weiqing Min, Bing-Kun Bao, Changsheng Xu Multimedia Syst. 22(4): 465-477 (2016)

Survey and Prospect of Intelligent Interaction-Oriented Image Recognition Techniques[pdf] [bibtex]

Jiang,Shuqiang, Min Weiqing, Wang Shuhui Journal of Computer Research and Development 53(1):113-122(2016)
2015

Geo-data Processing and Application for Social Media[pdf][slides]

Weiqing Min Ph.D dissertation, April 2015, University of Chinese Academy of Sciences

Cross-Platform Emerging Topic Detection and Elaboration from Multimedia Streams[pdf] [bibtex]

Bing-Kun Bao, Changsheng Xu, Weiqing Min, Mohammod Shamim Hossain, ACM Transactions on Multimedia Computing, Communications and Applications 11(4): 54 (2015) (Best Paper Award)

Joint Local and Global Consistency on Inter-document and Inter-word Relationships for Co-Clustering[pdf] [bibtex]

Bing-Kun Bao, Weiqing Min, Teng Li, Changsheng Xu IEEE Transactions on Cybernetics 45(1): 15-28 (2015)

Cross-Platform Multi-Modal Topic Modeling for Personalized Inter-Platform Recommendation[pdf] [bibtex]

Weiqing Min, Bing-Kun Bao, Changsheng Xu, Mohammod Shamim Hossain IEEE Transactions on Multimedia 17(10): 1787-1801 (2015)
2014

Multimodal Spatio-Temporal Theme Modeling for Landmark Analysis[pdf] [bibtex]

Weiqing Min, Bing-Kun Bao, Changsheng Xu IEEE MultiMedia 21(3): 20-29 (2014) (Best Paper Award)

Mobile Landmark Search with 3D Models[pdf] [bibtex]

Weiqing Min, Changsheng Xu, Min Xu, Xian Xiao, Bing-Kun Bao IEEE Transactions on Multimedia 16(3): 623-636 (2014)