学术动态

2023-2-18,论文“Convolution-Enhanced Bi-Branch Adaptive Transformer with Cross-Task Interaction for Food Category and Ingredient Recognition”已被IEEE Transactions on Image Processing接收。

2023-1-25,论文“Synthesizing Knowledge-enhanced Features for Real-world Zero-shot Food Detection”已被IEEE Transactions on Image Processing接收。

2023-12-29,论文“A Lightweight Hybrid Model with Location-Preserving ViT for Efficient Food Recognition”已被Nutrients接收。

2023-11-8,论文“Multi-state Ingredient Recognition via Adaptive Multi-centric Network”已被IEEE Transactions on Industrial Informatics接收。

2023-10-22,论文“Towards Egocentric Compositional Action Anticipation with Adaptive Semantic Debiasing”已被ACM Transactions on Multimedia Computing Communications and Applications 2023接收。

2023-9-9,论文“Ingredient Prediction via Context Learning Network with Class-Adaptive Asymmetric Loss”已被IEEE Transactions on Image Processing接收。

2023-8-22,论文“Deep learning-based near-infrared hyperspectral imaging for food nutrition estimation”已被Foods接收。(2023-8-22)

2023-7-26,论文“SeeDS: Semantic Separable Diffusion Synthesizer for Zero-shot Food Detection”已被ACM MM2023接收。(2023-7-26)

2023-5-22,论文“Towards Food Image Retrieval via Generalization-oriented Sampling and Loss Function Design”已被ACM Transactions on Multimedia Computing Communications and Applications接收。(2023-5-5)

2023-5-5,论文“Vision-Based Fruit Recognition via Multi-Scale Attention CNN”已被Computers and Electronics in Agriculture接收。(2023-5-5)

2023-5-3,论文“Vision-based Food Nutrition Estimation via RGB-D Fusion Network”已被Food Chemistry接收。(2023-5-3)

2023-4-27,IEEE TMM Special Issue on When Multimedia Meets Food: Multimedia Computing for Food Data Analysis and Applications, 截止日期为2023年7月1日,TMM SI 提交系统已开放。

2023-1-14,论文“Large Scale Visual Food Recognition”已被IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)接收。(2023-1-14)

2022-12-28,论文“A Survey on Future Action Anticipation in Videos”已被(中国计算机学报)录用。(2022-12-28)

2022-12-12,“食品计算技术与应用”研讨会将于2022年12月15日与中国食品科学技术研究会(CIFST)第十九届年会同时举行,详情请参考网站:link (2022-12-12)

2022-9-15,在第四届食品配方创新论坛做关于"食品计算"的讲话。具体信息可通过如下链接查看:PPT

IEEE TMM 专刊“当多媒体遇上食品:用于食品数据分析和应用的多媒体计算”将于2023年7月1日截稿。具体信息可通过如下链接查看。Links

2022-7-10,1篇论文“Ingredient-Guided Region Discovery and Relationship Modeling for Food Category-Ingredient Prediction” 被 IEEE Transactions on Image Processing 2022 接收。

2022-6-30,专题论坛 "食品智能分析及应用"将在2022中国多媒体大会上举行。

2022-3-8,1篇论文“Applications of knowledge graphs for the food science and industry” 被Patterns (Cell Press) 接收。

2022-2-13,1篇论文“A review on vision-based analysis for automatic dietary assessment” 被Trends in Food Science & Technology 接收。

2021-12-1,1篇论文“Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones is Enough” 被AAAI2022接收。

2021-10-24,ICCV2021“LargeFineFoodAI: Large-Scale Fine-Grained Food AnalysIs”研讨会的回放视频可以通过如下链接访问。Links

2021-7-31,入选2020年度ACM中国SIGMM新星奖。

2021-7-5,1篇论文“FoodLogoDet-1500: A Dataset for Large-Scale Food Logo Detection via Multi-Scale Feature Decoupling Network” 被ACMMM2021接收。

2021-5-26,入选《智慧农业(中英文)》第一届青年编辑委员会。Links

2021-5-19,1篇论文“LogoDet-3K: A Large-Scale Image Dataset for Logo Detection” 被ACM TOMM接收。

2021-4-30,1篇论文“What If We Could Not See? Counterfactual Analysis for Egocentric Action Anticipation” 被IJCAI2021 接收。

2021-4-9,研讨会 "LargeFineFoodAI: Large-Scale Fine-Grained Food AnalysIs"将在ICCV2021上举行。Links

2021-3-9,1篇论文 “食品图像识别方法综述”被计算机学报接收。

2021-2-22,1篇论文 “多尺度拼图重构网络的食品图像识别”被软件学报接收。

2020-12-29,1篇论文 “Plant Disease Recognition: A Large-Scale Benchmark Dataset and a Visual Region and Loss Reweighting Approach”被IEEE Transactions on Image Processing 接收。

2020-8-12,1篇论文“Hybrid-Attention Enhanced Two-Stream Fusion Network for Video Venue Prediction” 被IEEE Transactions on Multimedia 接收。

2020-7-29,tutorial "food computing for multimedia" 被ACMMM2020接收!

2020-7-26,2篇论文“ISIA Food-500: A Dataset for Large-Scale Food Recognition via Stacked Global-Local Attention Network” 和“An Egocentric Action Anticipation Framework via Fusing Intuition and Analysis” 被ACMMM2020接收。

2020-6-28,在《计算机研究与发展》发表的论文《面向智能交互的图像识别技术综述与展望》被中国科学技术信息研究所遴选为F5000论文。 Links

2020-5-6,欢迎访问我们的食品计算网站 Links

2020-4-29, 1篇论文“Attribute-Guided Feature Learning for Few-Shot Image Recognition” 被 IEEE Transactions on Multimedia 接收。

2020-4-26,祝贺刘林虎和罗正东两位同学顺利通过硕士学位论文答辩!

2020-3-28,1篇论文“Few-Shot Food Recognition via Multi-View Representation Learning” 被ACM Transactions on Multimedia Computing, Communications, and Applications 接收。

2020-3-14,我们在IEEE Multimedia 杂志上组织的SI : Urban Multimedia Computing: Emerging Methods in Multimedia Computing for Urban Data Analysis and Applications 的截稿日期延长至 4 April 2020 Links

2020-2-11, 1篇论文“A Two-Stage Triplet Network Training Framework for Image Retrieval” 被 IEEE Transactions on Multimedia 接收。

2019-11-27,受邀在美团点评公司做关于"食品计算"的学术报告。

2019-11-18,1篇论文“Food Recommendation: Framework, Existing Solutions and Challenges” 被IEEE Transactions on Multimedia 接收。

2019-11-11,1篇论文“Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo Classification” 被AAAI2020 接收。

2019-10-18,[征稿] 客座主编,IEEE Multimedia Magazine (2019年影响因子:3.556) 专刊: Urban Multimedia Computing: Emerging Methods in Multimedia Computing for Urban Data Analysis and Applications. 截止日期: 2020-3-4. Links

2019-07-28,1篇论文“Multi-Task Deep Relative Attribute Learning for Visual Urban Perception” 被IEEE Transactions on Image Processing 接收。

2019-07-11,1篇论文“Multi-Scale Multi-View Deep Feature Aggregation for Food Recognition” 被IEEE Transactions on Image Processing 接收。

2019-07-02,1篇论文 “Ingredient-Guided Cascaded Multi-Attention Network for Food Recognition” 被ACMMM2019接收。

2019-04-30,1篇论文 “A Survey on Food Computing”被ACM Computing Surveys接收。

2018-10-03,1篇论文“Hierarchy-Dependent Cross-Platform Multi-View Feature Learning for Venue Category Prediction”被IEEE Transactions on Multimedia接收。

2017-09-04,1篇论文 “You Are What You Eat: Exploring Rich Recipe Information for Cross-Region Food Analysis”被IEEE Transactions on Multimedia接收。

2017-07-03,1篇论文“A Delicious Recipe Analysis Framework for Exploring Multi-Modal Recipes”被ACM Multimedia Conference2017接收。

2017-04-14,1篇论文“Dual Track Multimodal Automatic Learning through Human-Robot Interaction”被IJCAI2017接收。