Large Scale Visual Food Recognition

30 March 2021

Papers citing "Large Scale Visual Food Recognition"

50 / 54 papers shown

Title
Are Vision-Language Models Ready for Dietary Assessment? Exploring the Next Frontier in AI-Powered Food Image Recognition Sergio Romero-Tapiador Ruben Tolosana Blanca Lacruz-Pleguezuelos L. Marcos-Zambrano Guadalupe X.Bazán Isabel Espinosa-Salinas Julian Fierrez Javier-Ortega Garcia Enrique Carrillo-de Santa Pau Aythami Morales CoGe 19 0 0 09 Apr 2025
Improving Food Image Recognition with Noisy Vision Transformer Tonmoy Ghosh Edward Sazonov ViT 31 0 0 24 Mar 2025
Benchmarking Post-Hoc Unknown-Category Detection in Food Recognition Lubnaa Abdur Rahman Ioannis Papathanail Lorenzo Brigato S. Mougiakakou 37 0 0 24 Mar 2025
Personalized Class Incremental Context-Aware Food Classification for Food Intake Monitoring Systems Hassan Kazemi Tehrani Jun Cai Abbas Yekanlou Sylvia Santosa 62 0 0 09 Mar 2025
RecipeGen: A Benchmark for Real-World Recipe Image Generation Ruoxuan Zhang Hongxia Xie Yi Yao Jian-Yu Jiang-Lin Bin Wen Ling Lo Hong-Han Shuai Yung-Hui Li Wen-Huang Cheng 69 0 0 07 Mar 2025
Controllable Forgetting Mechanism for Few-Shot Class-Incremental Learning Kirill Paramonov Mete Ozay Eunju Yang J. Moon Umberto Michieli 56 0 0 28 Jan 2025
Differential Evolution Integrated Hybrid Deep Learning Model for Object Detection in Pre-made Dishes Lujia Lv Di Wu Yangyi Xia Jia Wu Xiaojing Liu Yi He 26 0 0 31 Dec 2024
MFP3D: Monocular Food Portion Estimation Leveraging 3D Point Clouds Jinge Ma Xiaoyan Zhang Gautham Vinod S. Raghavan Jiangpeng He F. Zhu 37 1 0 14 Nov 2024
TIPS: Text-Image Pretraining with Spatial awareness Kevis-Kokitsi Maninis Kaifeng Chen Soham Ghosh Arjun Karpur Koert Chen ... Jan Dlabal Dan Gnanapragasam Mojtaba Seyedhosseini Howard Zhou Andre Araujo VLM 35 3 0 21 Oct 2024
MetaFood3D: Large 3D Food Object Dataset with Nutrition Values Yuhao Chen Jiangpeng He Chris Czarnecki Gautham Vinod Talha Ibn Mahmud ... Saeejith Nair Pengcheng Xi A. Wong Edward J. Delp Fengqing Zhu 36 0 0 03 Sep 2024
Foodfusion: A Novel Approach for Food Image Composition via Diffusion Models Chaohua Shi Xuan Wang Si Shi Xule Wang Mingrui Zhu Nannan Wang X. Gao CoGe 28 1 0 26 Aug 2024
FMiFood: Multi-modal Contrastive Learning for Food Image Classification Xinyue Pan Jiangpeng He F. Zhu 24 2 0 07 Aug 2024
MetaFood CVPR 2024 Challenge on Physically Informed 3D Food Reconstruction: Methods and Results Jiangpeng He Yuhao Chen Gautham Vinod Talha Ibn Mahmud Fengqing Zhu ... Yu Gao Zhaoxiang Liang Yawei Jueluo Chengyu Shi Pengyu Wang 40 1 0 12 Jul 2024
Precision at Scale: Domain-Specific Datasets On-Demand Jesús M. Rodríguez-de-Vera Imanol G. Estepa Ignacio Sarasúa Bhalaji Nagarajan P. Radeva 34 2 0 03 Jul 2024
Creating a Lens of Chinese Culture: A Multimodal Dataset for Chinese Pun Rebus Art Understanding Tuo Zhang Tiantian Feng Yibin Ni Mengqin Cao Ruying Liu Katharine Butler Yanjun Weng Mi Zhang Shrikanth S. Narayanan Salman Avestimehr 49 1 0 14 Jun 2024
UDON: Universal Dynamic Online distillatioN for generic image representations Nikolaos-Antonios Ypsilantis Kaifeng Chen André Araujo Ondřej Chum 35 3 0 12 Jun 2024
FoodSky: A Food-oriented Large Language Model that Passes the Chef and Dietetic Examination Pengfei Zhou Weiqing Min Chaoran Fu Ying Jin Mingyu Huang Xiangyang Li Shuhuan Mei Shuqiang Jiang 33 8 0 11 Jun 2024
Robust and Explainable Fine-Grained Visual Classification with Transfer Learning: A Dual-Carriageway Framework Zheming Zuo Joseph Smith Jonathan Stonehouse Boguslaw Obara 42 2 0 09 May 2024
OVFoodSeg: Elevating Open-Vocabulary Food Image Segmentation via Image-Informed Textual Representation Xiongwei Wu Sicheng Yu Ee-Peng Lim Chong-Wah Ngo VLM 30 2 0 01 Apr 2024
From Canteen Food to Daily Meals: Generalizing Food Recognition to More Practical Scenarios Guoshan Liu Yang Jiao Jingjing Chen Bin Zhu Yueping Jiang 20 6 0 12 Mar 2024
Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning Mark D Mcdonnell Dong Gong Ehsan Abbasnejad A. Hengel VLM DiffM 75 3 0 12 Mar 2024
Res-VMamba: Fine-Grained Food Category Visual Classification Using Selective State Space Models with Deep Residual Learning Chi-Sheng Chen Guan-Ying Chen Dong Zhou Di Jiang Daishi Chen Mamba 36 23 0 24 Feb 2024
Synthesizing Knowledge-enhanced Features for Real-world Zero-shot Food Detection Pengfei Zhou Weiqing Min Jiajun Song Yang Zhang Shuqiang Jiang 27 10 0 14 Feb 2024
FoodLMM: A Versatile Food Assistant using Large Multi-modal Model Yuehao Yin Huiyan Qi B. Zhu Jingjing Chen Yu-Gang Jiang Chong-Wah Ngo 13 18 0 22 Dec 2023
Dietary Assessment with Multimodal ChatGPT: A Systematic Analysis Frank P.-W. Lo Jianing Qiu Zeyu Wang Junhong Chen Bo Xiao Wu Yuan Stamatia Giannarou Gary Frost Benny P. L. Lo 8 14 0 14 Dec 2023
Identifying the Defective: Detecting Damaged Grains for Cereal Appearance Inspection Lei Fan Yiwen Ding Dongdong Fan Yong Wu M. Pagnucco Yang Song 18 5 0 20 Nov 2023
DPF-Nutrition: Food Nutrition Estimation via Depth Prediction and Fusion Yuzhe Han Qimin Cheng Wenjin Wu Ziyang Huang MDE 3DH 18 9 0 18 Oct 2023
SeeDS: Semantic Separable Diffusion Synthesizer for Zero-shot Food Detection Pengfei Zhou Weiqing Min Yang Zhang Jiajun Song Ying Jin Shuqiang Jiang DiffM 69 5 0 07 Oct 2023
Delving into Multimodal Prompting for Fine-grained Visual Classification Xin Jiang Hao Tang Junyao Gao Xiaoyu Du Shengfeng He Zechao Li VLM 16 22 0 16 Sep 2023
NutritionVerse: Empirical Study of Various Dietary Intake Estimation Approaches Chi-en Amy Tai Matthew Keller Saeejith Nair Yuhao Chen Yifan Wu ... Krish Parmar Pengcheng Xi Heather H. Keller Sharon I Kirkpatrick Alexander Wong 19 2 0 14 Sep 2023
AI4Food-NutritionFW: A Novel Framework for the Automatic Synthesis and Analysis of Eating Behaviours Sergio Romero-Tapiador Ruben Tolosana Aythami Morales Isabel Espinosa-Salinas G. Freixer Julian Fierrez R. Vera-Rodríguez Enrique Carrillo-de Santa Pau Ana Ramírez de Molina J. Ortega-Garcia 35 7 0 12 Sep 2023
Towards Universal Image Embeddings: A Large-Scale Dataset and Challenge for Generic Image Representations Nikolaos-Antonios Ypsilantis Kaifeng Chen Bingyi Cao Mário Lipovský Pelin Dogan-Schönberger Grzegorz Makosa Boris Bluntschli Mojtaba Seyedhosseini Ondrej Chum André Araujo SSL 16 13 0 04 Sep 2023
Muti-Stage Hierarchical Food Classification Xinyue Pan Jiangpeng He Fengqing M Zhu 56 7 0 03 Sep 2023
Diffusion Model with Clustering-based Conditioning for Food Image Generation Yue Han Jiangpeng He Mridul Gupta Edward J. Delp Fengqing M Zhu 44 6 0 01 Sep 2023
Food Image Classification and Segmentation with Attention-based Multiple Instance Learning Valasia Vlachopoulou I. Sarafis Alexandros Papadopoulos 16 1 0 22 Aug 2023
FoodSAM: Any Food Segmentation Xing Lan Jiayi Lyu Han Jiang Kunkun Dong Zehai Niu Yi Zhang Jian Xue VLM 24 25 0 11 Aug 2023
Feature-Suppressed Contrast for Self-Supervised Food Pre-training Xinda Liu Yaohui Zhu Linhu Liu Jiang Tian Lili Wang SSL 20 2 0 07 Aug 2023
Single-Stage Heavy-Tailed Food Classification Jiangpeng He F. Zhu 10 9 0 01 Jul 2023
Long-Tailed Continual Learning For Visual Food Recognition Jiangpeng He Luotao Lin Jack Ma H. Eicher-Miller F. Zhu Fengqing M Zhu 59 14 0 01 Jul 2023
UMDFood: Vision-language models boost food composition compilation P. Ma Yixin Wu Ning Yu Yang Zhang Michael Backes Qin Wang Cheng-I Wei CoGe 19 2 0 18 May 2023
A Central Asian Food Dataset for Personalized Dietary Interventions, Extended Abstract Aknur Karabay Arman Bolatov H. A. Varol M. Chan 9 10 0 12 May 2023
NutritionVerse-3D: A 3D Food Model Dataset for Nutritional Intake Estimation Chi-en Amy Tai Matthew Keller Mattie Kerrigan Yuhao Chen Saeejith Nair Pengcheng Xi A. Wong 13 5 0 12 Apr 2023
Leveraging Automatic Personalised Nutrition: Food Image Recognition Benchmark and Dataset based on Nutrition Taxonomy Sergio Romero-Tapiador Ruben Tolosana Aythami Morales Julian Fierrez R. Vera-Rodríguez Isabel Espinosa-Salinas G. Freixer Enrique Carrillo-de Santa Pau Ana Ramírez de Molina J. Ortega-Garcia 15 5 0 14 Nov 2022
Long-tailed Food Classification Jiangpeng He Luotao Lin H. Eicher-Miller Fengqing M Zhu 28 22 0 26 Oct 2022
Food Ingredients Recognition through Multi-label Learning Rameez Ismail Zhaorui Yuan 22 0 0 24 Oct 2022
Multi-View Active Fine-Grained Recognition Ruoyi Du Wenqing Yu Heqing Wang Dongliang Chang Ting-En Lin Yongbin Li Zhanyu Ma 27 3 0 02 Jun 2022
GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains Lei Fan Yiwen Ding Dongdong Fan Donglin Di M. Pagnucco Yang Song AI4TS 17 19 0 10 Mar 2022
Exemplar-free Online Continual Learning Jiangpeng He F. Zhu CLL 18 19 0 11 Feb 2022
Feature Generation for Long-tail Classification Rahul Vigneswaran M. Law V. Balasubramanian Makarand Tapaswi VLM 19 16 0 10 Nov 2021
Online Continual Learning For Visual Food Classification Jiangpeng He F. Zhu CLL 21 47 0 15 Aug 2021