Fanman Meng

Orcid: 0000-0002-3016-2567

According to our database1, Fanman Meng authored at least 165 papers between 2008 and 2025.

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Bibliography

2025
Broad feature extraction and multi-directional imbalanced weighted broad learning system for the unsupervised stereo matching method.
Expert Syst. Appl., 2025

2024
Continual Cross-Domain Image Compression via Entropy Prior Guided Knowledge Distillation and Scalable Decoding.
IEEE Trans. Circuits Syst. Video Technol., September, 2024

Robust Unpaired Image Dehazing via Adversarial Deformation Constraint.
IEEE Trans. Circuits Syst. Video Technol., September, 2024

Learning Offset Probability Distribution for Accurate Object Detection.
ACM Trans. Multim. Comput. Commun. Appl., May, 2024

TridentCap: Image-Fact-Style Trident Semantic Framework for Stylized Image Captioning.
IEEE Trans. Circuits Syst. Video Technol., May, 2024

Towards Continual Egocentric Activity Recognition: A Multi-Modal Egocentric Activity Dataset for Continual Learning.
IEEE Trans. Multim., 2024

CrowdCaption++: Collective-Guided Crowd Scenes Captioning.
IEEE Trans. Multim., 2024

Deep Progressive Asymmetric Quantization Based on Causal Intervention for Fine-Grained Image Retrieval.
IEEE Trans. Multim., 2024

Visual and Textual Prior Guided Mask Assemble for Few-Shot Segmentation and Beyond.
IEEE Trans. Multim., 2024

CSLNSpeech: Solving the extended speech separation problem with the help of Chinese sign language.
Speech Commun., 2024

Blessing few-shot segmentation via semi-supervised learning with noisy support images.
Pattern Recognit., 2024

Few-shot class incremental learning via prompt transfer and knowledge distillation.
Image Vis. Comput., 2024

Advancing zero-shot semantic segmentation through attribute correlations.
Neurocomputing, 2024

Class similarity weighted knowledge distillation for few shot incremental learning.
Neurocomputing, 2024

VLM-guided Explicit-Implicit Complementary novel class semantic learning for few-shot object detection.
Expert Syst. Appl., 2024

Cognition Transferring and Decoupling for Text-supervised Egocentric Semantic Segmentation.
CoRR, 2024

Few-Shot Continual Learning for Activity Recognition in Classroom Surveillance Images.
CoRR, 2024

Distribution-Level Memory Recall for Continual Learning: Preserving Knowledge and Avoiding Confusion.
CoRR, 2024

No Re-Train, More Gain: Upgrading Backbones with Diffusion Model for Few-Shot Segmentation.
CoRR, 2024

DP-RSCAP: Dual Prompt-Based Scene and Entity Network for Remote Sensing Image Captioning.
Proceedings of the IGARSS 2024, 2024

Vision-Sensor Attention Based Continual Multimodal Egocentric Activity Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2024

GM-DETR: Generalized Muiltispectral DEtection TRansformer with Efficient Fusion Encoder for Visible-Infrared Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Prompt-Driven Referring Image Segmentation with Instance Contrasting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Dual-Consistency Model Inversion for Non-Exemplar Class Incremental Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

HumanFormer: Human-centric Prompting Multi-modal Perception Transformer for Referring Crowd Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Dual-graph hierarchical interaction network for referring image segmentation.
Displays, December, 2023

Disturbed Augmentation Invariance for Unsupervised Visual Representation Learning.
IEEE Trans. Circuits Syst. Video Technol., November, 2023

Misaligned RGB-Infrared Object Detection via Adaptive Dual-Discrepancy Calibration.
Remote. Sens., October, 2023

Multi-directional broad learning system for the unsupervised stereo matching method.
Pattern Recognit., October, 2023

Cross-Modal Recurrent Semantic Comprehension for Referring Image Segmentation.
IEEE Trans. Circuits Syst. Video Technol., July, 2023

Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation.
IEEE Trans. Multim., 2023

What Happens in Crowd Scenes: A New Dataset About Crowd Scenes for Image Captioning.
IEEE Trans. Multim., 2023

Forgetting to Remember: A Scalable Incremental Learning Framework for Cross-Task Blind Image Quality Assessment.
IEEE Trans. Multim., 2023

Unsupervised Visual Representation Learning via Multi-Dimensional Relationship Alignment.
IEEE Trans. Image Process., 2023

Reading Various Types of Pointer Meters Under Extreme Motion Blur.
IEEE Trans. Instrum. Meas., 2023

DRDet: Dual-Angle Rotated Line Representation for Oriented Object Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Task-Specific Loss for Robust Instance Segmentation With Noisy Class Labels.
IEEE Trans. Circuits Syst. Video Technol., 2023

GAB-Net: A Robust Detector for Remote Sensing Object Detection Under Dramatic Scale Variation and Complex Backgrounds.
IEEE Geosci. Remote. Sens. Lett., 2023

GFR: Generic feature representations for class incremental learning.
Neurocomputing, 2023

ISM-Net: Mining incremental semantics for class incremental learning.
Neurocomputing, 2023

GRSDet: Learning to Generate Local Reverse Samples for Few-shot Object Detection.
CoRR, 2023

Learning with Noisy Low-Cost MOS for Image Quality Assessment via Dual-Bias Calibration.
CoRR, 2023

Cross-modal Cognitive Consensus guided Audio-Visual Segmentation.
CoRR, 2023

Class-Prompting Transformer for Incremental Semantic Segmentation.
IEEE Access, 2023

Where to Forget: A New Attention Stability Metric for Continual Learning Evaluation.
Proceedings of the Digital Multimedia Communications, 2023

Semi-Supervised Few-Shot Segmentation with Noisy Support Images.
Proceedings of the IEEE International Conference on Image Processing, 2023

The Elliptic Energy Loss for Rotated Object Detection in Aerial Images.
Proceedings of the IEEE International Conference on Image Processing, 2023

Confusion Mixup Regularized Multimodal Fusion Network for Continual Egocentric Activity Recognition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

MFAT: A Multi-Level Feature Aggregated Transformer for Person Re-Identification.
Proceedings of the IEEE International Conference on Acoustics, 2023

Instance-Wise Adaptive Tuning and Caching for Vision-Language Models.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Incrementer: Transformer for Class-Incremental Semantic Segmentation with Knowledge Distillation Focusing on Old Class.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

CafeBoost: Causal Feature Boost to Eliminate Task-Induced Bias for Class Incremental Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Bal-R$^2$CNN: High Quality Recurrent Object Detection With Balance Optimization.
IEEE Trans. Multim., 2022

Segmenting Beyond the Bounding Box for Instance Segmentation.
IEEE Trans. Circuits Syst. Video Technol., 2022

POS-Trends Dynamic-Aware Model for Video Caption.
IEEE Trans. Circuits Syst. Video Technol., 2022

ASFlow: Unsupervised Optical Flow Learning With Adaptive Pyramid Sampling.
IEEE Trans. Circuits Syst. Video Technol., 2022

Category boundary re-decision by component labels to improve generation of class activation map.
Neurocomputing, 2022

Real-time panoptic segmentation with relationship between adjacent pixels and boundary prediction.
Neurocomputing, 2022

Instance-level Context Attention Network for instance segmentation.
Neurocomputing, 2022

Dynamic Perceptual Quality Ranking based Autofocus Method for Projector.
Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

RefCrowd: Grounding the Target in Crowd with Referring Expressions.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021
Non-Homogeneous Haze Removal via Artificial Scene Prior and Bidimensional Graph Reasoning.
IEEE Trans. Image Process., 2021

Hierarchical class grouping with orthogonal constraint for class activation map generation.
Neural Comput. Appl., 2021

Behaviour detection in crowded classroom scenes via enhancing features robust to scale and perspective variations.
IET Image Process., 2021

Single Image Dehazing Via Region Adaptive Two-Shot Network.
IEEE Multim., 2021

Few-Shot Segmentation via Complementary Prototype Learning and Cascaded Refinement.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Remember and Reuse: Cross-Task Blind Image Quality Assessment via Relevance-aware Incremental Learning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020
Hierarchical Context Features Embedding for Object Detection.
IEEE Trans. Multim., 2020

Subjective and Objective De-Raining Quality Assessment Towards Authentic Rain Image.
IEEE Trans. Circuits Syst. Video Technol., 2020

Weakly Supervised Semantic Segmentation by a Class-Level Multiple Group Cosegmentation and Foreground Fusion Strategy.
IEEE Trans. Circuits Syst. Video Technol., 2020

HeadNet: An End-to-End Adaptive Relational Network for Head Detection.
IEEE Trans. Circuits Syst. Video Technol., 2020

Multi-Scale Shape Adaptive Network for Raindrop Detection and Removal from a Single Image.
Sensors, 2020

An efficient and compact 3D local descriptor based on the weighted height image.
Inf. Sci., 2020

Discriminative deep metric learning for asymmetric discrete hashing.
Neurocomputing, 2020

A Symmetric Fully Convolutional Residual Network With DCRF for Accurate Tooth Segmentation.
IEEE Access, 2020

Mining Larger Class Activation Map with Common Attribute Labels.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Mono is Enough: Instance Segmentation from Single Annotated Sample.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

A New Bounding Box based Pseudo Annotation Generation Method for Semantic Segmentation.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

A Unified Single Image De-raining Model via Region Adaptive Coupled Network.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Haze-robust image understanding via context-aware deep feature refinement.
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

A New Local Transformation Module for Few-Shot Segmentation.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

Language-Aware Fine-Grained Object Representation for Referring Expression Comprehension.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Learn to Pay Attention Via Switchable Attention for Image Recognition.
Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

Region Adaptive Two-Shot Network For Single Image Dehazing.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Single Image Dehazing Via Artificial Multiple Shots And Multidimensional Context.
Proceedings of the IEEE International Conference on Image Processing, 2020

Learning with Noisy Class Labels for Instance Segmentation.
Proceedings of the Computer Vision - ECCV 2020, 2020


Blind Tone-mapped Image Quality Assessment and Enhancement via Disentangled Representation Learning.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020

2019
A<sup>2</sup>RMNet: Adaptively Aspect Ratio Multi-Scale Network for Object Detection in Remote Sensing Images.
Remote. Sens., 2019

基于镜头分割与空域注意力模型的视频广告分类方法 (Video Advertisement Classification Method Based on Shot Segmentation and Spatial Attention Model).
计算机科学, 2019

Multi Information Fusion Network for Saliency Quality Assessment.
IEICE Trans. Inf. Syst., 2019

Subjective and Objective De-raining Quality Assessment Towards Authentic Rain Image.
CoRR, 2019

Class Activation Map Generation by Representative Class Selection and Multi-Layer Feature Fusion.
CoRR, 2019

Hierarchy Neighborhood Discriminative Hashing for An Unified View of Single-Label and Multi-Label Image retrieval.
CoRR, 2019

A New Deep Segmentation Quality Assessment Network for Refining Bounding Box Based Segmentation.
IEEE Access, 2019

A New Few-shot Segmentation Network Based on Class Representation.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Incorporating Non-local and Task-specific Features for Instance Segmentation.
Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019

Bounding Box based Annotation Generation for Semantic Segmentation by Boundary Detection.
Proceedings of the 2019 International Symposium on Intelligent Signal Processing and Communication Systems, 2019

Blind Image Sharpness Assessment And Enhancement via Deep Auxiliary Learning.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Beyond Synthetic Data: A Blind Deraining Quality Assessment Metric Towards Authentic Rain Image.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Instance Segmentation by Learning Deep Feature in Embedding Space.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Class Activation Map Generation by Multiple Level Class Grouping and Orthogonal Constraint.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

2018
Hierarchical Parsing Net: Semantic Scene Parsing From Global Scene to Objects.
IEEE Trans. Multim., 2018

Seeds-Based Part Segmentation by Seeds Propagation and Region Convexity Decomposition.
IEEE Trans. Multim., 2018

Generic Proposal Evaluator: A Lazy Learning Strategy Toward Blind Proposal Quality Assessment.
IEEE Trans. Intell. Transp. Syst., 2018

A Perceptually Weighted Rank Correlation Indicator for Objective Image Quality Assessment.
IEEE Trans. Image Process., 2018

LETRIST: Locally Encoded Transform Feature Histogram for Rotation-Invariant Texture Classification.
IEEE Trans. Circuits Syst. Video Technol., 2018

Globally Measuring the Similarity of Superpixels by Binary Edge Maps for Superpixel Clustering.
IEEE Trans. Circuits Syst. Video Technol., 2018

An Unsupervised Method to Extract Video Object via Complexity Awareness and Object Local Parts.
IEEE Trans. Circuits Syst. Video Technol., 2018

Toward a Blind Quality Metric for Temporally Distorted Streaming Video.
IEEE Trans. Broadcast., 2018

Global and local semantics-preserving based deep hashing for cross-modal retrieval.
Neurocomputing, 2018

A Propagation Method for Multi Object Tracklet Repair.
IEICE Trans. Inf. Syst., 2018

Salient Object Detection and Segmentation via Ultra-Contrast.
IEEE Access, 2018

Weakly Supervised Semantic Segmentation by Multiple Group Cosegmentation.
Proceedings of the IEEE Visual Communications and Image Processing, 2018

Boosting Scene Parsing Performance via Reliable Scale Prediction.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Key-Word-Aware Network for Referring Expression Image Segmentation.
Proceedings of the Computer Vision - ECCV 2018, 2018

A classification and clustering method for tracking multiple objects.
Proceedings of the IEEE 8th Annual Computing and Communication Workshop and Conference, 2018

Adaptive Multi-Scale Information Flow for Object Detection.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Blind Image Quality Assessment Based on Rank-Order Regularized Regression.
IEEE Trans. Multim., 2017

Learning Efficient Binary Codes From High-Level Feature Representations for Multilabel Image Retrieval.
IEEE Trans. Multim., 2017

Video Object Segmentation via Global Consistency Aware Query Strategy.
IEEE Trans. Multim., 2017

Weakly Supervised Part Proposal Segmentation From Multiple Images.
IEEE Trans. Image Process., 2017

Semi-supervised manifold-embedded hashing with joint feature representation and classifier learning.
Pattern Recognit., 2017

Manifold-ranking embedded order preserving hashing for image semantic retrieval.
J. Vis. Commun. Image Represent., 2017

L2SSP: Robust keypoint description using local second-order statistics with soft-pooling.
Neurocomputing, 2017

A New Multiple Group Cosegmentation Model by Proposal Selection Strategy.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017

Segmentation quality evaluation based on multi-scale convolutional neural networks.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

A CNN-based segmentation model for segmenting foreground by a probability map.
Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Blind proposal quality assessment via deep objectness representation and local linear regression.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

2016
Blind Image Quality Assessment Based on Multichannel Feature Fusion and Label Transfer.
IEEE Trans. Circuits Syst. Video Technol., 2016

Beyond pixels: A comprehensive survey from bottom-up to semantic image segmentation and cosegmentation.
J. Vis. Commun. Image Represent., 2016

Person re-identification based on multi-region-set ensembles.
J. Vis. Commun. Image Represent., 2016

Cosegmentation of multiple image groups.
Comput. Vis. Image Underst., 2016

Q-DNN: A quality-aware deep neural network for blind assessment of enhanced images.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Part propagation for local part segmentation.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

QualityNet: Segmentation quality evaluation with deep convolutional networks.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

2015
Fast HEVC Inter CU Decision Based on Latent SAD Estimation.
IEEE Trans. Multim., 2015

Constrained Directed Graph Clustering and Segmentation Propagation for Multiple Foregrounds Cosegmentation.
IEEE Trans. Circuits Syst. Video Technol., 2015

Exploring space-frequency co-occurrences via local quantized patterns for texture representation.
Pattern Recognit., 2015

No reference image quality assessment metric via multi-domain structural information and piecewise regression.
J. Vis. Commun. Image Represent., 2015

2014
A Fast HEVC Inter CU Selection Method Based on Pyramid Motion Divergence.
IEEE Trans. Multim., 2014

MRF-Based Fast HEVC Inter CU Decision With the Variance of Absolute Differences.
IEEE Trans. Multim., 2014

Repairing Bad Co-Segmentation Using Its Quality Evaluation and Segment Propagation.
IEEE Trans. Image Process., 2014

Unsupervised Multiclass Region Cosegmentation via Ensemble Clustering and Energy Minimization.
IEEE Trans. Circuits Syst. Video Technol., 2014

Noise-Robust Texture Description Using Local Contrast Patterns via Global Measures.
IEEE Signal Process. Lett., 2014

Bird breed classification and annotation using saliency based graphical model.
J. Vis. Commun. Image Represent., 2014

Cosegmentation from similar backgrounds.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Favorite object extraction using web images.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Using mid-high level cues to detect salient object.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Fast and efficient inter CU decision for high efficiency video coding.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Automatic image co-segmentation using geometric mean saliency.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

On Multiple Image Group Cosegmentation.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
From Logo to Object Segmentation.
IEEE Trans. Multim., 2013

Co-Salient Object Detection From Multiple Images.
IEEE Trans. Multim., 2013

Feature Adaptive Co-Segmentation by Complexity Awareness.
IEEE Trans. Image Process., 2013

Image Cosegmentation by Incorporating Color Reward Strategy and Active Contour Model.
IEEE Trans. Cybern., 2013

Robust texture representation by using binary code ensemble.
Proceedings of the 2013 Visual Communications and Image Processing, 2013

Object co-segmentation based on directed graph clustering.
Proceedings of the 2013 Visual Communications and Image Processing, 2013

Segmenting specific object based on logo detection.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Complexity awareness based feature adaptive co-segmentation.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Object Co-Segmentation Based on Shortest Path Algorithm and Saliency Model.
IEEE Trans. Multim., 2012

A new co-saliency model via pairwise constraint graph matching.
Proceedings of the International Symposium on Intelligent Signal Processing and Communications Systems, 2012

Image co-segmentation via active contours.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

2011
Change detection in unregistered optical satellite images using combinatorial clustering method.
Proceedings of the International Symposium on Intelligent Signal Processing and Communications Systems, 2011

2008
A Novel Blind Image Watermarking Scheme Based on Support Vector Machine in DCT Domain.
Proceedings of the 2008 International Conference on Computational Intelligence and Security, 2008


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