Nutrition5k: Towards Automatic Nutritional Understanding of Generic Food

4 March 2021

Papers citing "Nutrition5k: Towards Automatic Nutritional Understanding of Generic Food"

39 / 39 papers shown

Title
KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models Fnu Mohbat Mohammed J Zaki 17 0 0 20 May 2025
VolE: A Point-cloud Framework for Food 3D Reconstruction and Volume Estimation Umair Haroon Ahmad AlMughrabi Thanasis Zoumpekas Ricardo Marques Petia Radeva 36 0 0 15 May 2025
Advancing Food Nutrition Estimation via Visual-Ingredient Feature Fusion Huiyan Qi B. Zhu Chong-Wah Ngo Jingjing Chen Ee-Peng Lim 36 0 0 13 May 2025
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 34 0 0 09 Apr 2025
On Domain-Specific Post-Training for Multimodal Large Language Models Daixuan Cheng Shaohan Huang Ziyu Zhu Xintong Zhang Wayne Xin Zhao Zhongzhi Luan Bo Dai Zhenliang Zhang VLM 102 2 0 29 Nov 2024
MFP3D: Monocular Food Portion Estimation Leveraging 3D Point Clouds Jinge Ma Xiaoyan Zhang Gautham Vinod S. Raghavan Jiangpeng He F. Zhu 57 1 0 14 Nov 2024
A SAM based Tool for Semi-Automatic Food Annotation Lubnaa Abdur Rahman Ioannis Papathanail Lorenzo Brigato Stavroula Mougiakakou 36 0 0 11 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 54 0 0 03 Sep 2024
Shape-Preserving Generation of Food Images for Automatic Dietary Assessment Guangzong Chen Zhi-Hong Mao M. Sun Kangni Liu Wenyan Jia 43 1 0 23 Aug 2024
RoDE: Linear Rectified Mixture of Diverse Experts for Food Large Multi-Modal Models Pengkun Jiao Xinlan Wu Bin Zhu Jingjing Chen Chong-Wah Ngo Yu-Gang Jiang 48 9 0 17 Jul 2024
FoodMem: Near Real-time and Precise Food Video Segmentation Ahmad AlMughrabi Adrián Galán Ricardo Marques Petia Radeva VOS 49 1 0 16 Jul 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 53 1 0 12 Jul 2024
Position: Measure Dataset Diversity, Don't Just Claim It Dora Zhao Jerone T. A. Andrews Orestis Papakyriakopoulos Alice Xiang 69 14 0 11 Jul 2024
NutriBench: A Dataset for Evaluating Large Language Models on Nutrition Estimation from Meal Descriptions Andong Hua Mehak Preet Dhaliwal Ryan Burke Yao Qin Yao Qin 49 1 0 04 Jul 2024
VolETA: One- and Few-shot Food Volume Estimation Ahmad AlMughrabi Umair Haroon Ricardo Marques Petia Radeva 39 1 0 01 Jul 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 43 8 0 11 Jun 2024
Nutrition Estimation for Dietary Management: A Transformer Approach with Depth Sensing Zhengyi Kwan Wei Zhang Zhengkui Wang Aik Beng Ng Simon See ViT 40 2 0 04 Jun 2024
NutritionVerse-Direct: Exploring Deep Neural Networks for Multitask Nutrition Prediction from Food Images Matthew Keller Chi-en Amy Tai Yuhao Chen Pengcheng Xi Alexander Wong ViT 22 4 0 13 May 2024
Food Portion Estimation via 3D Object Scaling Gautham Vinod Jiangpeng He Zeman Shao F. Zhu 40 5 0 18 Apr 2024
OVFoodSeg: Elevating Open-Vocabulary Food Image Segmentation via Image-Informed Textual Representation Xiongwei Wu Sicheng Yu Ee-Peng Lim Chong-Wah Ngo VLM 42 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 44 6 0 12 Mar 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 31 19 0 22 Dec 2023
NutritionVerse-Synth: An Open Access Synthetically Generated 2D Food Scene Dataset for Dietary Intake Estimation Saeejith Nair Chi-en Amy Tai Yuhao Chen Alexander Wong 23 4 0 11 Dec 2023
FoodFusion: A Latent Diffusion Model for Realistic Food Image Generation Olivia Markham Yuhao Chen Chi-en Amy Tai Alexander Wong 18 3 0 06 Dec 2023
Identifying the Defective: Detecting Damaged Grains for Cereal Appearance Inspection Lei Fan Yiwen Ding Dongdong Fan Yong Wu Maurice Pagnucco Yang Song 39 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 44 10 0 18 Oct 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 29 2 0 14 Sep 2023
An End-to-end Food Portion Estimation Framework Based on Shape Reconstruction from Monocular Image Zeman Shao Gautham Vinod Jiangpeng He F. Zhu 43 13 0 03 Aug 2023
Leveraging Human Salience to Improve Calorie Estimation Katherine R. Dearstyne Alberto D. Rodriguez 41 0 0 15 Jun 2023
Transferring Knowledge for Food Image Segmentation using Transformers and Convolutions Grant Sinha Krishna Parmar Hilda Azimi Chi-en Amy Tai Yuhao Chen A. Wong Pengcheng Xi ViT 36 4 0 15 Jun 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 41 5 0 12 Apr 2023
Food Ingredients Recognition through Multi-label Learning Rameez Ismail Zhaorui Yuan 37 0 0 24 Oct 2022
Image Based Food Energy Estimation With Depth Domain Adaptation Gautham Vinod Zeman Shao Fengqing M Zhu 49 10 0 25 Aug 2022
Towards the Creation of a Nutrition and Food Group Based Image Database Zeman Shao Jiangpeng He Yaohui Yu Luotao Lin Alexandra E Cowan H. Eicher-Miller Fengqing M Zhu 30 6 0 05 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 Maurice Pagnucco Yang Song AI4TS 37 19 0 10 Mar 2022
A review on vision-based analysis for automatic dietary assessment Wei Wang Weiqing Min Tianhao Li Xiaoxiao Dong Haisheng Li Shuqiang Jiang 15 59 0 06 Aug 2021
Applications of knowledge graphs for food science and industry Weiqing Min Chunlin Liu Leyi Xu Shuqiang Jiang 53 49 0 13 Jul 2021
A Large-Scale Benchmark for Food Image Segmentation Xiongwei Wu Xin Fu Ying Liu Ee-Peng Lim Guosheng Lin Qianru Sun VLM 22 74 0 12 May 2021
Large Scale Visual Food Recognition Weiqing Min Zhiling Wang Yuxin Liu Mengjia Luo Lijuan Kang Xiaoming Wei Xiaolin K. Wei Shuqiang Jiang 47 140 0 30 Mar 2021