Fengqing Zhu

Orcid: 0000-0002-3863-3220

Affiliations:
  • Purdue University, Elmore Family School of Electrical and Computer Engineering, West Lafayette, IN, USA


According to our database1, Fengqing Zhu authored at least 134 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Balancing the encoder and decoder complexity in image compression for classification.
EURASIP J. Image Video Process., December, 2024

QARV: Quantization-Aware ResNet VAE for Lossy Image Compression.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

High-Efficiency Neural Video Compression via Hierarchical Predictive Learning.
CoRR, 2024

MetaFood3D: Large 3D Food Object Dataset with Nutrition Values.
CoRR, 2024

MetaFood CVPR 2024 Challenge on Physically Informed 3D Food Reconstruction: Methods and Results.
CoRR, 2024

Automatic Recognition of Food Ingestion Environment from the AIM-2 Wearable Sensor.
CoRR, 2024

Gradient Reweighting: Towards Imbalanced Class-Incremental Learning.
CoRR, 2024

Online Class-Incremental Learning For Real-World Food Image Classification.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

A Visual Quality Assessment Method for Raster Images in Scanned Document.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2024

Probing Image Compression for Class-Incremental Learning.
Proceedings of the Picture Coding Symposium, 2024

Message from the MMSP 2024 General and Technical Program Chairs.
Proceedings of the 26th IEEE International Workshop on Multimedia Signal Processing, 2024

Pose Guided Portrait View Interpolation from Dual Cameras with a Long Baseline.
Proceedings of the 26th IEEE International Workshop on Multimedia Signal Processing, 2024

FMiFood: Multi-Modal Contrastive Learning for Food Image Classification.
Proceedings of the 26th IEEE International Workshop on Multimedia Signal Processing, 2024

Compression of Self-Supervised Representations for Machine Vision.
Proceedings of the 26th IEEE International Workshop on Multimedia Signal Processing, 2024

Efficient Microscopic Image Instance Segmentation for Food Crystal Quality Control.
Proceedings of the 26th IEEE International Workshop on Multimedia Signal Processing, 2024

Theoretical Bound-Guided Hierarchical Vae For Neural Image Codecs.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Flexible Mixed Precision Quantization for Learne Image Compression.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Learning to Classify New Foods Incrementally Via Compressed Exemplars.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Food Portion Estimation via 3D Object Scaling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

GRIB: Combining Global Reception and Inductive Bias For Human Segmentation and Matting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

DELTA: Decoupling Long-Tailed Online Continual Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Automatic Recognition of Food Ingestion Environment from the AIM-2 Wearable Sensor.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Towards Backward-Compatible Continual Learning of Image Compression.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Deep Hierarchical Video Compression.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Unified Architecture Adaptation for Compressed Domain Semantic Inference.
IEEE Trans. Circuits Syst. Video Technol., August, 2023

Long-Tailed Continual Learning For Visual Food Recognition.
CoRR, 2023

Online Class-Incremental Learning For Real-World Food Classification.
CoRR, 2023

Lossy Image Compression with Quantized Hierarchical VAEs.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Muti-Stage Hierarchical Food Classification.
Proceedings of the 8th International Workshop on Multimedia Assisted Dietary Management, 2023

An Improved Encoder-Decoder Framework for Food Energy Estimation.
Proceedings of the 8th International Workshop on Multimedia Assisted Dietary Management, 2023

Diffusion Model with Clustering-based Conditioning for Food Image Generation.
Proceedings of the 8th International Workshop on Multimedia Assisted Dietary Management, 2023

VR Facial Expression Tracking Using Locally Linear Embedding.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

Real-Time End-to-End Portrait and In-Hand Object Segmentation with Background Fusion.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

An End-to-End Food Portion Estimation Framework Based on Shape Reconstruction from Monocular Image.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Classifier Guided Domain Adaptation for VR Facial Expression Tracking.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

NARV: An Efficient Noise-Adaptive ResNet VAE for Joint Image Compression and Denoising.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

Flexible Variable-Rate Image Feature Compression for Edge-Cloud Systems.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

Efficient Joint Video Denoising and Super-Resolution.
Proceedings of the IEEE International Conference on Image Processing, 2023

Single-Stage Heavy-Tailed Food Classification.
Proceedings of the IEEE International Conference on Image Processing, 2023

An Improved Upper Bound on the Rate-Distortion Function of Images.
Proceedings of the IEEE International Conference on Image Processing, 2023

Exploiting Temporal Information in Real-time Portrait Video Segmentation.
Proceedings of the 4th International Workshop on Human-centric Multimedia Analysis, 2023

Depth assisted portrait video background blurring.
Proceedings of the Imaging and Multimedia Analytics at the Edge 2023, 2023

Self-supervised visual representation learning on food images.
Proceedings of the Imaging and Multimedia Analytics at the Edge 2023, 2023

Conditional synthetic food image generation.
Proceedings of the Imaging and Multimedia Analytics at the Edge 2023, 2023

Personalized Food Image Classification: Benchmark Datasets and New Baseline.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022
Long-tailed Food Classification.
CoRR, 2022

Online Continual Learning Via Candidates Voting.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Efficient Feature Compression for Edge-Cloud Systems.
Proceedings of the Picture Coding Symposium, 2022

Opening the Black Box of Learned Image Coders.
Proceedings of the Picture Coding Symposium, 2022

Simulating Personal Food Consumption Patterns using a Modified Markov Chain.
Proceedings of the 7th International Workshop on Multimedia Assisted Dietary Management, 2022

Image Based Food Energy Estimation With Depth Domain Adaptation.
Proceedings of the 5th IEEE International Conference on Multimedia Information Processing and Retrieval, 2022

Exemplar-Free Online Continual Learning.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Efficient real-time portrait video segmentation with temporal guidance.
Proceedings of the Imaging and Multimedia Analytics at the Edge 2022, 2022

Towards the creation of a nutrition and food group based image database.
Proceedings of the Imaging and Multimedia Analytics at the Edge 2022, 2022

VR facial expression tracking via action unit intensity regression model.
Proceedings of the Imaging and Multimedia Analytics at the Edge 2022, 2022

3DG-STFM: 3D Geometric Guided Student-Teacher Feature Matching.
Proceedings of the Computer Vision - ECCV 2022, 2022

Out-Of-Distribution Detection In Unsupervised Continual Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Deepfake Detection Using Multiple Data Modalities.
Proceedings of the Handbook of Digital Face Manipulation and Detection, 2022

2021
A progressive CNN in-loop filtering approach for inter frame coding.
Signal Process. Image Commun., 2021

Advances in Video Compression System Using Deep Neural Network: A Review and Case Studies.
Proc. IEEE, 2021

Saliency-Aware Class-Agnostic Food Image Segmentation.
ACM Trans. Comput. Heal., 2021

Unsupervised Continual Learning via Pseudo Labels.
Proceedings of the Continual Semi-Supervised Learning - First International Workshop, 2021

Towards Learning Food Portion From Monocular Images With Cross-Domain Feature Adaptation.
Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

Improving Dietary Assessment Via Integrated Hierarchy Food Classification.
Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

An Integrated System for Mobile Image-Based Dietary Assessment.
Proceedings of the AI & Food'21: Proceedings of the 3rd Workshop on AIxFood, 2021

Turkey Behavior Identification Using Video Analytics And Object Tracking.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Online Continual Learning For Visual Food Classification.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Motion Artifact Reduction In Photoplethysmography For Reliable Signal Selection.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Turkey Behavior Identification System with a GUI Using Deep Learning and Video Analytics.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2021, 2021

An End-to-End Food Image Analysis System.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2021, 2021

Improving Food Detection For Images From a Wearable Egocentric Camera.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2021, 2021

2020
Decomposition, Compression, and Synthesis (DCS)-based Video Coding: A Neural Exploration via Resolution-Adaptive Learning.
CoRR, 2020

Generative Autoregressive Ensembles for Satellite Imagery Manipulation Detection.
Proceedings of the 12th IEEE International Workshop on Information Forensics and Security, 2020

Animal Localization in Camera-Trap Images with Complex Backgrounds.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2020

Video Tracking to Monitor Turkey Welfare.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2020

Multi-task Image-Based Dietary Assessment for Food Recognition and Portion Size Estimation.
Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

Visual Aware Hierarchy Based Food Recognition.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Learning Eating Environments Through Scene Clustering.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Deepfakes Detection with Automatic Face Weighting.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Incremental Learning in Online Scenario.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
CNN Based Touch Interaction Detection for Infant Speech Development.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Splicing Detection and Localization In Satellite Imagery Using Conditional GANs.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Shadow Removal Detection and Localization for Forensics Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2019

Pixel-level Texture Segmentation Based AV1 Video Compression.
Proceedings of the IEEE International Conference on Acoustics, 2019

CNN Based Parameter Optimization for Texture Synthesis.
Proceedings of the Material Appearance 2019, Burlingame, CA, USA, January 13-17, 2019, 2019

Anomaly-Based Manipulation Detection in Satellite Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Semi-Automatic Crowdsourcing Tool for Online Food Image Collection and Annotation.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Context based image analysis with application in dietary assessment and evaluation.
Multim. Tools Appl., 2018

Reliability Map Estimation for CNN-Based Camera Model Attribution.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Texture Segmentation Based Video Compression Using Convolutional Neural Networks.
Proceedings of the Visual Information Processing and Communication IX, Burlingame, CA, USA, 28 January 2018, 2018

Multi-Reference Video Coding Using Stillness Detection.
Proceedings of the Visual Information Processing and Communication IX, Burlingame, CA, USA, 28 January 2018, 2018

A Reflectance Based Method For Shadow Detection and Removal.
Proceedings of the 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, 2018

cTADA: The Design of a Crowdsourcing Tool for Online Food Image Identification and Segmentation.
Proceedings of the 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, 2018

Satellite Image Forgery Detection and Localization Using GAN and One-Class Classifier.
Proceedings of the Media Watermarking, Security, and Forensics 2018, Burlingame, CA, USA, 28 January 2018, 2018

Long Term Hand Tracking with Proposal Selection.
Proceedings of the 2018 IEEE International Conference on Multimedia & Expo Workshops, 2018

Single-View Food Portion Estimation: Learning Image-to-Energy Mappings Using Generative Adversarial Networks.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Endmember Dictionary Based Hyperspectral Image Unmixing.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017
Weakly supervised food image segmentation using class activation maps.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

The use of co-occurrence patterns in single image based food portion estimation.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Interactive Segmentation For Indoor Scenes.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2017, Burlingame, CA, USA, January 29, 2017

Texture re-rendering tool for re-mixing indoor scene images.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2017, Burlingame, CA, USA, January 29, 2017

Robust Person Recognition using CNN.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2017, Burlingame, CA, USA, January 29, 2017

Non-Parametric Texture Synthesis Using Texture Classification.
Proceedings of the Computational Imaging XV, Burlingame, 2017

Pill Recognition Using Minimal Labeled Data.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

2016
A Mobile Food Record For Integrated Dietary Assessment.
Proceedings of the 2nd International Workshop on Multimedia Assisted Dietary Management, 2016

Efficient superpixel based segmentation for food image analysis.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A comparison of food portion size estimation using geometric models and depth images.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Touch Event Recognition For Human Interaction.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2016, 2016

Food image analysis: The big data problem you can eat!
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Multiple Hypotheses Image Segmentation and Classification With Application to Dietary Assessment.
IEEE J. Biomed. Health Informatics, 2015

Single-View Food Portion Estimation Based on Geometric Models.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

The Use of Temporal Information in Food Image Analysis.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

A Printer Indexing System for Color Calibration with Applications in Dietary Assessment.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Mobile image based color correction using deblurring.
Proceedings of the Computational Imaging XIII, 2015

2012
Image enhancement and quality measures for dietary assessment using mobile devices.
Proceedings of the Computational Imaging X, 2012

2011
Segmentation-Based Video Compression Using Texture and Motion Models.
IEEE J. Sel. Top. Signal Process., 2011

Multilevel segmentation for food classification in dietary assessment.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

Integrated database system for mobile dietary assessment and analysis.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Combining global and local features for food identification in dietary assessment.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Food texture descriptors based on fractal and local gradient information.
Proceedings of the 19th European Signal Processing Conference, 2011

Segmentation assisted food classification for dietary assessment.
Proceedings of the Computational Imaging IX, 2011

Volume estimation using food specific shape templates in mobile image-based dietary assessment.
Proceedings of the Computational Imaging IX, 2011

2010
The Use of Mobile Devices in Aiding Dietary Assessment and Evaluation.
IEEE J. Sel. Top. Signal Process., 2010

An image analysis system for dietary assessment and evaluation.
Proceedings of the International Conference on Image Processing, 2010

2009
An overviewof texture and motion based video coding at Purdue University.
Proceedings of the 2009 Picture Coding Symposium, 2009

Perceptual quality evaluation for texture and motion based video coding.
Proceedings of the International Conference on Image Processing, 2009

Personal dietary assessment using mobile devices.
Proceedings of the Computational Imaging VII, 2009

2008
Video coding using motion classification.
Proceedings of the International Conference on Image Processing, 2008

Technology-assisted dietary assessment.
Proceedings of the Computational Imaging VI, 2008

2007
Spatial and temporal models for texture-based video coding.
Proceedings of the Visual Communications and Image Processing 2007, 2007

Recent advances in video compression: What's next?
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Spatial Texture Models for Video Compression.
Proceedings of the International Conference on Image Processing, 2007


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