Methodological Explainability Evaluation of an Interpretable Deep Learning Model for Post-Hepatectomy Liver Failure Prediction Incorporating Counterfactual Explanations and Layerwise Relevance Propagation: A Prospective In Silico Trial.

[BibT_eX]

[DOI]

Xian Zhong

Zohaib Salahuddin

CoRR, 2024

Towards Low-latency Event-based Visual Recognition with Hybrid Step-wise Distillation Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

DenseTrack: Drone-Based Crowd Tracking via Density-Aware Motion-Appearance Synergy.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Pixel-REfocused Navigated Tri-margin for Semi-supervised Action Detection.

[BibT_eX]

[DOI]

Proceedings of the 5th International Workshop on Human-centric Multimedia Analysis, 2024

Zero-Shot Object Counting with Good Exemplars.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Visual Exposes You: Pedestrian Trajectory Prediction Meets Visual Intention.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., September, 2023

Generating live commentary for marine traffic scenarios based on multi-model learning.

[BibT_eX]

[DOI]

Comput. Commun., May, 2023

SCPNet: Self-constrained parallelism network for keypoint-based lightweight object detection.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., February, 2023

Beyond the Parts: Learning Coarse-to-Fine Adaptive Alignment Representation for Person Search.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2023

Graph Complemented Latent Representation for Few-Shot Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Win-Win by Competition: Auxiliary-Free Cloth-Changing Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Dual-Recommendation Disentanglement Network for View Fuzz in Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

DAOT: Domain-Agnostically Aligned Optimal Transport for Domain-Adaptive Crowd Counting.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

DAWN: Direction-aware Attention Wavelet Network for Image Deraining.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Implicit Attention-Based Cross-Modal Collaborative Learning for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

Background-Weakening Consistency Regularization for Semi-Supervised Video Action Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Neighborhood Information-Based Label Refinement for Person Re-Identification with Label Noise.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Bat: Bi-Alignment Based On Transformation in Multi-Target Domain Adaptation for Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Background Disturbance Mitigation for Video Captioning Via Entity-Action Relocation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Good is Bad: Causality Inspired Cloth-debiasing for Cloth-changing Person Re-identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Refined Semantic Enhancement towards Frequency Diffusion for Video Captioning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Complementary Data Augmentation for Cloth-Changing Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Grayscale Enhancement Colorization Network for Visible-Infrared Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Subfeature Ensemble-Based Hyperspectral Anomaly Detection Algorithm.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Actor-Aware Alignment Network for Action Recognition.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2022

Conceptual semantic enhanced representation learning for event recognition in still images.

[BibT_eX]

[DOI]

Connect. Sci., 2022

Global Temporal Attention Optimization for Human Trajectory Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Patching Your Clothes: Semantic-Aware Learning for Cloth-Changed Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

Joint Re-Detection and Re-Identification for Multi-Object Tracking.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

Fine-Grained Fragment Diffusion for Cross Domain Crowd Counting.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

HNT-AI: An Automatic Segmentation Framework for Head and Neck Primary Tumors and Lymph Nodes in FDG- PET/CT Images.

[BibT_eX]

[DOI]

Zohaib Salahuddin

Yi Chen

Xian Zhong

Nastaran Mohammadian Rad

Henry C. Woodruff

Philippe Lambin

Proceedings of the Head and Neck Tumor Segmentation and Outcome Prediction, 2022

Rainy WCity: A Real Rainfall Dataset with Diverse Conditions for Semantic Driving Scene Understanding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

A Novel Spatial-Spectral Random Forest Algorithm for Pine WILT Monitoring.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Dual-Scale Alignment-Based Transformer on Linguistic Skeleton Tags for Non-Autoregressive Video Captioning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Graph-Based Structural Attributes for Vehicle Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Attentive Decoupling Network for Cloth-Changing Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

VCD: View-Constraint Disentanglement for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

SMOTE-Based Weighted Deep Rotation Forest for the Imbalanced Hyperspectral Data Classification.

[BibT_eX]

[DOI]

Yinghui Quan

Xian Zhong

Wei Feng

Jonathan Cheung-Wai Chan

Qiang Li

Mengdao Xing

Remote. Sens., 2021

Attention-guided image captioning with adaptive global and local feature fusion.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2021

Visual-aware Attention Dual-stream Decoder for Video Captioning.

[BibT_eX]

[DOI]

CoRR, 2021

MDD4CER: Efficient Complex Event Recognition with Multiple-value Decision Diagram.

[BibT_eX]

[DOI]

Ruiqi Luo

Bangchao Wang

Xian Zhong

Proceedings of the 21st IEEE International Conference on Software Quality, 2021

Subspace Enhancement and Colorization Network for Infrared Video Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Random Walk Erasing with Attention Calibration for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Local-enhanced Multi-resolution Representation Learning for Vehicle Re-identification.

[BibT_eX]

[DOI]

Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

Unsupervised Vehicle Search in the Wild: A New Benchmark.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Imbalanced Multi-Class Classification of Hyperspectral Image Based on Smote and Deep Rotation Forest.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Auxiliary Bi-Level Graph Representation for Cross-Modal Image-Text Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Person Retrieval in Physical World.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Visual Relationship Learning for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Computer Science & Education, 2021

Part-Aligned Network with Background for Misaligned Person Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Modeling Context-Guided Visual and Linguistic Semantic Feature for Video Captioning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020

An Encoder-Decoder Network Based FCN Architecture for Semantic Segmentation.

[BibT_eX]

[DOI]

Yongfeng Xing

Luo Zhong

Xian Zhong

Wirel. Commun. Mob. Comput., 2020

A Novel Feature Extension Method for the Forest Disaster Monitoring Using Multispectral Data.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Image-to-video person re-identification with cross-modal embeddings.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Adaptively Converting Auxiliary Attributes and Textual Embedding for Video Captioning Based on BiLSTM.

[BibT_eX]

[DOI]

Neural Process. Lett., 2020

An emotion classification algorithm based on SPT-CapsNet.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

Image classification with a MSF dropout.

[BibT_eX]

[DOI]

Ruiqi Luo

Xian Zhong

Enxiao Chen

Multim. Tools Appl., 2020

Formal Representation and Query for Digital Contents Data.

[BibT_eX]

[DOI]

Khamis Abdul-Latif Khamis

Huazhu Song

Xian Zhong

J. Inf. Process. Syst., 2020

Video Human Behavior Recognition Based on ISA Deep Network Model.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2020

Visible-infrared Person Re-identification via Colorization-based Siamese Generative Adversarial Network.

[BibT_eX]

[DOI]

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Optimizing Queries over Video via Lightweight Keypoint-based Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Tree-Structured Channel-Fuse Network for Scene Parsing.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems and Applications, 2020

Adaptive Attention Mechanism Based Semantic Compositional Network for Video Captioning.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems and Applications, 2020

Two-Step Ensemble Based Class Noise Cleaning Method for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Complementing Representation Deficiency in Few-shot Image Classification: A Meta-Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Lightweight High-Resolution Representation Backbone For Real-Time Keypoint-Based Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Dual-Direction Perception and Collaboration Network for Near-Online Multi-Object Tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Multi-Scale Residual Network for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Civil engineering supervision video retrieval method optimization based on spectral clustering and R-tree.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2019

Enhancing multimodal deep representation learning by fixed model reuse.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

An Energy Dynamic Control Algorithm Based on Reinforcement Learning for Data Centers.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2019

Integration and formal representation in civil engineering supervision based on data-driven.

[BibT_eX]

[DOI]

Clust. Comput., 2019

An object tracking method based on Mean Shift algorithm with HSV color space and texture features.

[BibT_eX]

[DOI]

Jinhang Liu

Xian Zhong

Clust. Comput., 2019

Poses Guide Spatiotemporal Model for Vehicle Re-identification.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Deep Multi-label Hashing for Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

An Efficient Semantic Segmentation Method using Pyramid ShuffleNet V2 with Vortex Pooling.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Squeeze-and-Excitation Wide Residual Networks in Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Image-to-Video Person Re-Identification by Reusing Cross-modal Embeddings.

[BibT_eX]

[DOI]

CoRR, 2018

A Hybrid Model Reuse Training Approach for Multilingual OCR.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

A Novel Algorithm for Group Recommendation Based on Combination of Recessive Characteristics.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Behavioral, 2018

2017

融合隐性特征的群体推荐方法研究 (Research on Method of Group Recommendation for Fusion of Hidden Features).

[BibT_eX]

[DOI]

Yi Liu

Xian Zhong

Lin Li

计算机科学, 2017

Complete Tolerance Relation Based Filling Algorithm Using Spark.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

2016

基于双阈值滑动窗口子镜头分割和完全连通图的关键帧提取方法 (Method of Key Frames Extraction Based on Double-threshold Values Sliding Window Sub-shot Segmentation and Fully Connected Graph).

[BibT_eX]

[DOI]

Xian Zhong

Guang Yang

Yansheng Lu

计算机科学, 2016

Camera Network Based Person Re-identification by Leveraging Spatial-Temporal Constraint and Multiple Cameras Relations.

[BibT_eX]

[DOI]

Wenxin Huang

Ruimin Hu

Chao Liang