百晓学者学者目录

吴庆波

副教授、助理研究员、博士生导师、教授、研究员、硕士生导师、讲师，天津理工大学

精选作品

期刊论文

2026

Class-agnostic and semantic-aware fusing network with optimal transport for weakly supervised object localization

Lei Ma, Hongbo Wen, Hanyu Hong, Fanman Meng, Qingbo Wu

Expert Systems With Applications，Vol. 301

DOI

2026

从联想到凝练：可伸缩思维链引导的少样本连续教学行为识别

赵珞君，刘小同，吴庆波，孟凡满

《中国图象图形学报》

2026

Unsupervised deep hashing based on multi-scale aggregation and optimal transport matching for image retrieval

Lei Ma, Hao Pei, Lei Wang, Yin Zhu, Yu Shi, Han-Yu Hong, Xin-Yu Dai, Fan-Man Meng, Qingbo Wu

Neurocomputing

DOI

2026

MDC-YOLO: Enhanced Object Detection via Multi-scale Feature Extraction with Differential Convolution

Qingbo Wu, X. W. Zheng, Bozheng Zhu

International Symposium on Semiconductor and Electronic Technology (ISSET)

DOI

2025

基于差异性特征蒸馏的多模态连续学习方法

贺驰原，程少旭，许林峰，孟凡满，吴庆波

《北京航空航天大学学报》

DOI

2025

Two-stage Convolutional Transformer for Removing Non-homogeneous Haze from Single Images

Qingbo Wu, Xingkang Zheng

DOI

2025

Curriculum learning-based convolutional neural network for removing dense haze from a single image

Qingbo Wu, X. W. Zheng

IET conference proceedings.

DOI

2025

DMDMN: distraction mining and dual mutual network for curvilinear structure segmentation

Qingbo Wu, Shuofei Meng, Wei Huang, Shengyong Chen

Applied Intelligence

DOI

2025

Semantic Segmentation Aided Haze Video Restoration

Qingbo Wu, Cheng Xue

International Conference on Artificial Intelligence, Virtual Reality and Visualization (AIVRV)

DOI

2024

VLM-guided Explicit-Implicit Complementary novel class semantic learning for few-shot object detection

Taijin Zhao, Heqian Qiu, Yu Dai, Lanxiao Wang, Hefei Mei, Fanman Meng, Qingbo Wu, Hongliang Li

Expert Systems With Applications，Vol. 256

DOI

2024

EHAN: An explicitly high-order attention network for accurate camouflaged object detection

Qingbo Wu, Guanxing Wu, Shengyong Chen

Neurocomputing

DOI

2022

基于反事实思考的视觉问答方法

袁德森，刘修敬，吴庆波，李宏亮，孟凡满，颜庆义，许林峰

《计算机科学》

2021

一种结合全局和局部相似性的小样本分割方法

刘宇轩，孟凡满，李宏亮，杨嘉莹，吴庆波，许林峰

《北京航空航天大学学报》

DOI

2020

基于收缩场学习的Retinex低照度图像增强

吴庆波，王蕊，任文琦

《北京航空航天大学学报》

DOI

2020

基于结构加权低秩近似的泊松图像去模糊

吴庆波，任文琦

《北京航空航天大学学报》

DOI

2019

基于镜头分割与空域注意力模型的视频广告分类方法

谭凯，吴庆波，孟凡满，许林峰

《计算机科学》

预印本

2026

Test-time Ego-Exo-centric Adaptation for Action Anticipation via Multi-Label Prototype Growing and Dual-Clue Consistency

Zhaofeng Shi, Heqian Qiu, Lanxiao Wang, Qingbo Wu, Fanman Meng, Lili Pan, Hongliang Li

arXiv preprint

2026

Dual-Mode Low-Rank Learner with Bridge-Prototype Ensemble for Vision-Language Class-Incremental Learning

Chiyuan He, Zihuan Qiu, Fanman Meng, Chao Wang, Liangjiang Chen, Linfeng Xu, Qingbo Wu, Hongliang Li

arXiv preprint

2026

SAFE-Merge: Data-Free Continual Model Merging with General Knowledge Preservation

Zihuan Qiu, Zhiyang Liao, Chiyuan He, Yi Xu, Fanman Meng, Linfeng Xu, Qingbo Wu, Hongliang Li

arXiv preprint

2026

Continual Learning with Vision-Language Models via Semantic-Geometry Preservation

Chiyuan He, Zihuan Qiu, Fanman Meng, Runtong Zhang, Linfeng Xu, Qingbo Wu, Hongliang Li

arXiv preprint

DOI

2025

DFR: A Decompose-Fuse-Reconstruct Framework for Multi-Modal Few-Shot Segmentation

Shuai Chen, Fanman Meng, Xiwei Zhang, Haoran Wei, Chenhao Wu, Qingbo Wu, Hongliang Li

arXiv preprint

2025

Your Demands Deserve More Bits: Referring Semantic Image Compression at Ultra-low Bitrate

Chenhao Wu, Qingbo Wu, Haoran Wei, Shuai Chen, Mingzhou He, King Ngi Ngan, Fanman Meng, Hongliang Li

arXiv preprint

2025

Unsupervised Ego- and Exo-centric Dense Procedural Activity Captioning via Gaze Consensus Adaptation

Zhaofeng Shi, Heqian Qiu, Lanxiao Wang, Qingbo Wu, Fanman Meng, Hongliang Li

arXiv preprint

2025

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation

Shuai Chen, Fanman Meng, Chunjin Yang, Haoran Wei, Chenhao Wu, Qingbo Wu, Hongliang Li

arXiv preprint

2025

Closing the Oracle Gap: Increment Vector Transformation for Class Incremental Learning

Zihuan Qiu, Yi Xu, Fanman Meng, Runtong Zhang, Linfeng Xu, Qingbo Wu, Hongliang Li

arXiv preprint

2025

CMaP-SAM: Contraction Mapping Prior for SAM-driven Few-shot Segmentation

Shuai Chen, Fanman Meng, Liming Lei, Haoran Wei, Chenhao Wu, Qingbo Wu, Linfeng Xu, Hongliang Li

arXiv preprint

2025

HarmonyIQA: Pioneering Benchmark and Model for Image Harmonization Quality Assessment

Zitong Xu, Huiyu Duan, Guangji Ma, Liu Yang, Jiarui Wang, Qingbo Wu, Xiongkuo Min, Guangtao Zhai, Patrick Le Callet

arXiv preprint

2025

Attention-disentangled Uniform Orthogonal Feature Space Optimization for Few-shot Object Detection

Taijin Zhao, Heqian Qiu, Yu Dai, Lanxiao Wang, Fanman Meng, Qingbo Wu, Hongliang Li

arXiv preprint

2025

Leveraging Pre-Trained Models for Multimodal Class-Incremental Learning under Adaptive Fusion

Yukun Chen, Zihuan Qiu, Fanman Meng, Hongliang Li, Linfeng Xu, Qingbo Wu

arXiv preprint

2025

MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging

Zihuan Qiu, Yi Xu, Chiyuan He, Fanman Meng, Linfeng Xu, Qingbo Wu, Hongliang Li

arXiv preprint

2025

Null-Space Filtering for Data-Free Continual Model Merging: Preserving Stability, Promoting Plasticity

Zihuan Qiu, Lei Wang, Yang Cao, Runtong Zhang, Bing Su, Yi Xu, Fanman Meng, Linfeng Xu, Qingbo Wu, Hongliang Li

arXiv preprint

2025

DesCLIP: Robust Continual Learning via General Attribute Descriptions for VLM-Based Visual Recognition

Chiyuan He, Zihuan Qiu, Fanman Meng, Linfeng Xu, Qingbo Wu, Hongliang Li

arXiv preprint

DOI

2024

Few-Shot Continual Learning for Activity Recognition in Classroom Surveillance Images

Yilei Qian, Kanglei Geng, Kailong Chen, Shaoxu Cheng, Linfeng Xu, Hongliang Li, Fanman Meng, Qingbo Wu

arXiv preprint

2024

Distribution-Level Memory Recall for Continual Learning: Preserving Knowledge and Avoiding Confusion

Shaoxu Cheng, Kanglei Geng, Chiyuan He, Zihuan Qiu, Linfeng Xu, Heqian Qiu, Lanxiao Wang, Qingbo Wu, Fanman Meng, Hongliang Li

arXiv preprint

2024

No Re-Train, More Gain: Upgrading Backbones with Diffusion model for Pixel-Wise and Weakly-Supervised Few-Shot Segmentation

Shuai Chen, Fanman Meng, Chenhao Wu, Haoran Wei, Runtong Zhang, Qingbo Wu, Linfeng Xu, Hongliang Li

arXiv preprint

2024

On the Adversarial Robustness of Learning-based Image Compression Against Rate-Distortion Attacks

Chenhao Wu, Qingbo Wu, Haoran Wei, Shuai Chen, Lei Wang, King Ngi Ngan, Fanman Meng, Hongliang Li

arXiv preprint

2024

Cognition Transferring and Decoupling for Text-supervised Egocentric Semantic Segmentation

Zhaofeng Shi, Heqian Qiu, Lanxiao Wang, Fanman Meng, Qingbo Wu, Hongliang Li

arXiv preprint

DOI

2024

ARIC: An Activity Recognition Dataset in Classroom Surveillance Images

Linfeng Xu, Fanman Meng, Qingbo Wu, Lili Pan, Heqian Qiu, Lanxiao Wang, Kailong Chen, Kanglei Geng, Yilei Qian, Haojie Wang, Shuchang Zhou, Shimou Ling, Zejia Liu, Nanlin Chen, Yingjie Xu, Shaoxu Cheng, Bowen Tan, Ziyong Xu, Hongliang Li

arXiv preprint

2023

Cross-modal Cognitive Consensus guided Audio-Visual Segmentation

Zhaofeng Shi, Qingbo Wu, Fanman Meng, Linfeng Xu, Hongliang Li

arXiv preprint

DOI

2023

Visual and Textual Prior Guided Mask Assemble for Few-Shot Segmentation and Beyond

Chen Shuai, Meng Fanman, Zhang Runtong, Qiu Heqian, Li Hongliang, Wu Qingbo, Xu Linfeng

arXiv preprint

2023

Towards Continual Egocentric Activity Recognition: A Multi-modal Egocentric Activity Dataset for Continual Learning

Linfeng Xu, Qingbo Wu, Lili Pan, Fanman Meng, Hongliang Li, Chiyuan He, Hanxin Wang, Shaoxu Cheng, Yu Dai

arXiv preprint

DOI

2023

Learning with Noisy Low-Cost MOS for Image Quality Assessment via Dual-Bias Calibration

Lei Wang, Qingbo Wu, Desen Yuan, King Ngi Ngan, Hongliang Li, Fanman Meng, Linfeng Xu

arXiv preprint

2022

RefCrowd: Grounding the Target in Crowd with Referring Expressions

Heqian Qiu, Hongliang Li, Taijin Zhao, Lanxiao Wang, Qingbo Wu, Fanman Meng

arXiv preprint

2022

Forgetting to Remember: A Scalable Incremental Learning Framework for Cross-Task Blind Image Quality Assessment

Rui Ma, Qingbo Wu, King Ngi Ngan, Hongliang Li, Fanman Meng, Linfeng Xu

arXiv preprint

2021

BA^2M: A Batch Aware Attention Module for Image Classification

Qishang Cheng, Hongliang Li, Qingbo Wu, King Ngi Ngan

arXiv preprint

2021

Non-Homogeneous Haze Removal via Artificial Scene Prior and Bidimensional Graph Reasoning

Haoran Wei, Qingbo Wu, Hui Li, King Ngi Ngan, Hongliang Li, Fanman Meng, Linfeng Xu

arXiv preprint

DOI

2019

A New Local Transformation Module for Few-shot Segmentation

Yuwei Yang, Fanman Meng, Hongliang Li, Qingbo Wu, Xiaolong Xu, Shuai Chen

arXiv preprint

2019

Class Activation Map generation by Multiple Level Class Grouping and Orthogonal Constraint

Kaixu Huang, Fanman Meng, Hongliang Li, Shuai Chen, Qingbo Wu, King N. Ngan

arXiv preprint

2019

A New Few-shot Segmentation Network Based on Class Representation

Yuwei Yang, Fanman Meng, Hongliang Li, King N. Ngan, Qingbo Wu

arXiv preprint

2019

Subjective and Objective De-raining Quality Assessment Towards Authentic Rain Image

Qingbo Wu, Lei Wang, King N. Ngan, Hongliang Li, Fanman Meng, Linfeng Xu

arXiv preprint

2019

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

Lei Ma, Hongliang Li, Qingbo Wu, Fanman Meng, King Ngi Ngan

arXiv preprint

2019

Class Activation Map Generation by Representative Class Selection and Multi-Layer Feature Fusion

Fanman Meng, Kaixu Huang, Hongliang Li, Qingbo Wu

arXiv preprint

2017

A Perceptually Weighted Rank Correlation Indicator for Objective Image Quality Assessment

Qingbo Wu, Hongliang Li, Fanman Meng, King N. Ngan

arXiv preprint

DOI

研究方向

计算机视觉图像增强图像分割

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