Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Spatiotemporal Fusion in 3D CNNs: A Probabilistic View.

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[DOI]

Yizhou Zhou

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Object Relational Graph With Teacher-Recommended Learning for Video Captioning.

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[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

State-Relabeling Adversarial Active Learning.

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[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Deep Structure-Revealed Network for Texture Recognition.

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[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning.

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[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

ContourNet: Taking a Further Step Toward Accurate Arbitrary-Shaped Scene Text Detection.

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[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Deep Degradation Prior for Low-Quality Image Classification.

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[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Parsing-Based View-Aware Embedding Network for Vehicle Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Real-World Person Re-Identification via Degradation Invariance Learning.

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[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Iterative Context-Aware Graph Inference for Visual Dialog.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Posterior-Guided Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

CircleNet for Hip Landmark Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual Categorization.

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[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Spatiotemporal-Textual Co-Attention Network for Video Question Answering.

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[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2019

Convolutional Attention Networks for Scene Text Recognition.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2019

Dense 3D-Convolutional Neural Network for Person Re-Identification in Videos.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2019

Cross-Modality Feature Learning via Convolutional Autoencoder.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2019

Learning Compact Appearance Representation for Video-Based Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

A generalized multi-dictionary least squares framework regularized with multi-graph embeddings.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Dynamically building diversified classifier pruning ensembles via canonical correlation analysis.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Identity Preserve Transform: Understand What Activity Classification Models Have Learnt.

[BibT_eX]

[DOI]

CoRR, 2019

LinesToFacePhoto: Face Photo Generation from Lines with Conditional Self-Attention Generative Adversarial Network.

[BibT_eX]

[DOI]

CoRR, 2019

One-Shot Neural Architecture Search Through A Posteriori Distribution Guided Sampling.

[BibT_eX]

[DOI]

CoRR, 2019

Referring Expression Grounding by Marginalizing Scene Graph Likelihood.

[BibT_eX]

[DOI]

CoRR, 2019

Making History Matter: Gold-Critic Sequence Training for Visual Dialog.

[BibT_eX]

[DOI]

Tianhao Yang

Zheng-Jun Zha

Hanwang Zhang

CoRR, 2019

Manifold Alignment via Global and Local Structures Preserving PCA Framework.

[BibT_eX]

[DOI]

Timothy Apasiba Abeo

Xiangjun Shen

Ernest Domanaanmwi Ganaa

Qian Zhu

Bing-Kun Bao

Zheng-Jun Zha

IEEE Access, 2019

Abstract Reasoning with Distracting Features.

[BibT_eX]

[DOI]

Kecheng Zheng

Zheng-Jun Zha

Wei Wei

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning Deep Bilinear Transformation for Fine-grained Image Representation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Adaptive Alignment Network for Person Re-identification.

[BibT_eX]

[DOI]

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

Near-Duplicate Video Retrieval Through Toeplitz Kernel Partial Least Squares.

[BibT_eX]

[DOI]

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

Robust Subspace Discovery by Block-diagonal Adaptive Locality-constrained Representation.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Question-Aware Tube-Switch Network for Video Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Ground-Aware Point Cloud Semantic Segmentation for Autonomous Driving.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Domain-Specific Embedding Network for Zero-Shot Recognition.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Deep Adversarial Graph Attention Convolution Network for Text-Based Person Search.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

LinesToFacePhoto: Face Photo Generation From Lines With Conditional Self-Attention Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Illumination-Invariant Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Hybrid Image Enhancement With Progressive Laplacian Enhancing Unit.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Hierarchical Global-Local Temporal Modeling for Video Captioning.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

DADNet: Dilated-Attention-Deformable ConvNet for Crowd Counting.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

BERT4SessRec: Content-Based Video Relevance Prediction with Bidirectional Encoder Representations from Transformer.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Progressive Retinex: Mutually Reinforced Illumination-Noise Perception Network for Low-Light Image Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Cross-Fiber Spatial-Temporal Co-enhanced Networks for Video Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Fast and Accurate Electron Microscopy Image Registration with 3D Convolution.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Progressive Learning for Neuronal Population Reconstruction from Optical Microscopy Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Extract Bone Parts Without Human Prior: End-to-end Convolutional Neural Network for Pediatric Bone Age Assessment.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Instance Segmentation from Volumetric Biomedical Images Without Voxel-Wise Labeling.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Neural Network-Based Arithmetic Coding for Inter Prediction Information in HEVC.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

One-Shot Texture Retrieval with Global Context Metric.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Densely Supervised Hierarchical Policy-Value Network for Image Paragraph Generation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Exploring the Task Cooperation in Multi-goal Visual Navigation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Mutually Reinforced Spatio-Temporal Convolutional Tube for Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Structure-Aware Residual Pyramid Network for Monocular Depth Estimation.

[BibT_eX]

[DOI]

Xiaotian Chen

Xuejin Chen

Zheng-Jun Zha

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

MLTS: A Multi-Language Scene Text Spotter.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Multimodal Semantic Attention Network for Video Captioning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Knowing User Better: Jointly Predicting Click-Through and Playtime for Micro-Video.

[BibT_eX]

[DOI]

Shengjie Ma

Zheng-Jun Zha

Feng Wu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Semantic-Embedding and Shape-Aware U-Net for Ultrasound Eyeball Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Accurate Segmentation of Synaptic Cleft with Contour Growing Concatenated with a Convnet.

[BibT_eX]

[DOI]

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

Adaptive Structure-Constrained Robust Latent Low-Rank Coding for Image Recovery.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Deep Multiple-Attribute-Perceived Network for Real-World Texture Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Making History Matter: History-Advantage Sequence Training for Visual Dialog.

[BibT_eX]

[DOI]

Tianhao Yang

Zheng-Jun Zha

Hanwang Zhang

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning to Assemble Neural Module Tree Networks for Visual Grounding.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

JPEG Artifacts Reduction via Deep Convolutional Sparse Coding.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Context-Reinforced Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-Grained Image Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Adaptive Transfer Network for Cross-Domain Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Camera Lens Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Inferential Machine Comprehension: Answering Questions by Recursively Deducing the Evidence Chain from Text.

[BibT_eX]

[DOI]

Jianxing Yu

Zhengjun Zha

Jian Yin

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Robust Deep Co-Saliency Detection with Group Semantic.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

A Fast Uyghur Text Detector for Complex Background Images.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

CCLBR: Congestion Control-Based Load Balanced Routing in Unstructured P2P Systems.

[BibT_eX]

[DOI]

IEEE Syst. J., 2018

Explainability by Parsing: Neural Module Tree Networks for Natural Language Visual Grounding.

[BibT_eX]

[DOI]

CoRR, 2018

CA3Net: Contextual-Attentional Attribute-Appearance Network for Person Re-Identification.

[BibT_eX]

[DOI]

CoRR, 2018

Multi-Level Deep Cascade Trees for Conversion Rate Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

Fully Point-wise Convolutional Neural Network for Modeling Statistical Regularities in Natural Images.

[BibT_eX]

[DOI]

CoRR, 2018

A CNN-Based In-Loop Filter with CU Classification for HEVC.

[BibT_eX]

[DOI]

Proceedings of the IEEE Visual Communications and Image Processing, 2018

Particle Swarm Programming-Based Interactive Content-Based Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Collaborative Detection and Caption Network.

[BibT_eX]

[DOI]

Tianyi Wang

Jiang Zhang

Zheng-Jun Zha

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Temporal-Contextual Attention Network for Video-Based Person Re-identification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Co-occurrent Structural Edge Detection for Color-Guided Depth Map Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

A Feature-Adaptive Semi-Supervised Framework for Co-saliency Detection.

[BibT_eX]

[DOI]

Xiaoju Zheng

Zheng-Jun Zha

Liansheng Zhuang

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

LA-Net: Layout-Aware Dense Network for Monocular Depth Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Session details: Vision-3 (Applications in Multimedia).

[BibT_eX]

[DOI]

Zheng-Jun Zha

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Session details: Vision-2 (Object & Scene Understanding).

[BibT_eX]

[DOI]

Zheng-Jun Zha

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Connectionist Temporal Fusion for Sign Language Translation.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Context-Aware Visual Policy Network for Sequence-Level Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

CA3Net: Contextual-Attentional Attribute-Appearance Network for Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Attention and Language Ensemble for Scene Text Recognition with Convolutional Sequence Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Content-Based Video Relevance Prediction with Second-Order Relevance and Attention Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Temporal Hierarchical Attention at Category- and Item-Level for Micro-Video Click-Through Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Object Trajectory Proposal via Hierarchical Volume Grouping.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Sketchpointnet: A Compact Network for Robust Sketch Recognition.

[BibT_eX]

[DOI]

Xiangxiang Wang

Xuejin Chen

Zhengjun Zha

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

3D Cnn-Based Soma Segmentation from Brain Images at Single-Neuron Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Towards Human-Level License Plate Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Deep Residual Attention Network for Spectral Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

MiCT: Mixed 3D/2D Convolutional Tube for Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of The 10th Asian Conference on Machine Learning, 2018

2017

Guest Editorial: Knowledge-Based Multimedia Computing.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2017

Improving triplet-wise training of convolutional neural network for vehicle re-identification.

[BibT_eX]

[DOI]

Yiheng Zhang

Dong Liu

Zheng-Jun Zha

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Diversity-induced weighted classifier ensemble learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Adaptive Pooling in Multi-instance Learning for Web Video Annotation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Progressive tone mapping of brain images at single-neuron resolution.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2016

p-Laplacian Regularized Sparse Coding for Human Activity Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2016

A Unified Scheme for Super-Resolution and Depth Estimation From Asymmetric Stereoscopic Video.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2016

A robust vision inspection system for detecting surface defects of film capacitors.

[BibT_eX]

[DOI]

Signal Process., 2016

Guest Editorial: Large-Scale Multimedia Content Analysis on Social Media.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2016

Social media analytics and learning.

[BibT_eX]

[DOI]

Zheng-Jun Zha

Tao Mei

Abdulmotaleb El-Saddik

Neurocomputing, 2016

Building Locally Discriminative Classifier Ensemble Through Classifier Fusion Among Nearest Neighbors.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Collaborative Q-Learning Based Routing Control in Unstructured P2P Networks.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Linear Distance Preserving Pseudo-Supervised and Unsupervised Hashing.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Multi-Scale Triplet CNN for Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Action recognition with novel high-level pose features.

[BibT_eX]

[DOI]

Jiayi Fan

Zheng-Jun Zha

Xinmei Tian

Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

Comparative Deep Learning of Hybrid Representations for Image Recommendations.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Corrections to "Exploiting Web Images for Semantic Video Indexing Via Robust Sample-Specific Loss".

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Semantic-Based Location Recommendation With Multimodal Venue Semantics.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Robust Multiview Feature Learning for RGB-D Image Understanding.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2015

An Attribute-Assisted Reranking Model for Web Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Guest editorial: selected papers from ICIMCS 2012.

[BibT_eX]

[DOI]

Multim. Syst., 2015

一种基于拥塞发现的强化学习P2P网络视频点播预取策略 (Video Prefetching Strategy Based on Congestion Finding with Reinforcement Learning in P2P VOD Networks).

[BibT_eX]

[DOI]

Xiangjun Shen

Yin Yao

Zhengjun Zha

计算机科学, 2015

Depth map super-resolution using stereo-vision-assisted model.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Learning Multi-view Deep Features for Small Object Retrieval in Surveillance Scenarios.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Sparse canonical correlation analysis for recognition.

[BibT_eX]

[DOI]

Huimin Zhang

Weifeng Liu

Zheng-Jun Zha

Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

Sparse principle motion component for one-shot gesture recognition.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

The AdaBoost algorithm for vehicle detection based on CNN features.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

2014

Attribute-Augmented Semantic Hierarchy: Towards a Unified Framework for Content-Based Image Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2014

Introduction to the Special Issue Best Papers of ACM Multimedia 2013.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2014

Exploiting Web Images for Semantic Video Indexing Via Robust Sample-Specific Loss.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2014

Adaptive Learning for Celebrity Identification With Video Context.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2014

Product Aspect Ranking and Its Applications.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Robust (Semi) Nonnegative Graph Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Gradient-domain-based enhancement of multi-view depth video.

[BibT_eX]

[DOI]

Qiong Liu

Zheng-Jun Zha

Yang Yang

Inf. Sci., 2014

A novel segmentation based video-denoising method with noise level estimation.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Achieving dynamic load balancing through mobile agents in small world P2P networks.

[BibT_eX]

[DOI]

Comput. Networks, 2014

Improving Color Constancy with Internet Photo Collections.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2014, 2014

A Stereo-Vision-Assisted model for depth map super-resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

2013

Hierarchical Organization of Collaboratively Constructed Content.

[BibT_eX]

[DOI]

Jianxing Yu

Zheng-Jun Zha

Tat-Seng Chua

Proceedings of the People's Web Meets NLP, Collaboratively Constructed Language Resources, 2013

GPSView: A scenic driving route planner.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2013

Beyond Text QA: Multimedia Answer Generation by Harvesting Web Information.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2013

Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Detecting Group Activities With Multi-Camera Context.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2013

Marginalized multi-layer multi-instance kernel for video concept detection.

[BibT_eX]

[DOI]

Signal Process., 2013

Multimedia encyclopedia construction by mining web knowledge.

[BibT_eX]

[DOI]

Signal Process., 2013

Interactive social group recommendation for Flickr photos.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Partial-Duplicate Image Retrieval via Saliency-Guided Visual Matching.

[BibT_eX]

[DOI]

IEEE Multim., 2013

Robust Semantic Video Indexing by Harvesting Web Images.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

Attribute-augmented semantic hierarchy: towards bridging semantic gap and intention gap in image retrieval.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

Learning attribute-aware dictionary for image classification and search.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Retrieval, 2013

Click-boosting random walk for image search reranking.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

A Pattern Matching Based Model for Implicit Opinion Question Identification.

[BibT_eX]

[DOI]

Hadi Amiri

Zheng-Jun Zha

Tat-Seng Chua

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Oracle in Image Search: A Content-Based Approach to Performance Prediction.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2012

Interactive Video Indexing With Statistical Active Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Event Driven Web Video Summarization by Tag Localization and Key-Shot Identification.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Difficulty Guided Image Retrieval Using Linear Multiple Feature Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Parallel Lasso for Large-Scale Video Concept Detection.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Mining Travel Patterns from Geotagged Photos.

[BibT_eX]

[DOI]

Yan-Tao Zheng

Zheng-Jun Zha

Tat-Seng Chua

ACM Trans. Intell. Syst. Technol., 2012

Semantic-Gap-Oriented Active Learning for Multilabel Image Annotation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

k-Partite graph reinforcement and its application in multimedia information retrieval.

[BibT_eX]

[DOI]

Inf. Sci., 2012

A comprehensive representation scheme for video semantic ontology and its applications in semantic concept detection.

[BibT_eX]

[DOI]

Neurocomputing, 2012

Active learning for social image retrieval using Locally Regressive Optimal Design.

[BibT_eX]

[DOI]

Neurocomputing, 2012

Multimedia Question Answering.

[BibT_eX]

[DOI]

IEEE Multim., 2012

Topology Adaptation Based on Mobile Agent in Unstructured P2P Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

Combining SIFT and Global Features for Web Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

Video Browser Showdown by NUS.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

Attribute feedback.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Attribute feedback.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Attribute-assisted reranking for web image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Visual query attributes suggestion.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Answering Opinion Questions on Products by Exploiting Hierarchical Organization of Consumer Reviews.

[BibT_eX]

[DOI]

Jianxing Yu

Zheng-Jun Zha

Tat-Seng Chua

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Robust Non-negative Graph Embedding: Towards noisy data, unreliable graphs, and noisy labels.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Automatic labeling hierarchical topics.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Text Mining in Multimedia.

[BibT_eX]

[DOI]

Proceedings of the Mining Text Data, 2012

2011

Utilizing Related Samples to Enhance Interactive Concept-Based Video Search.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2011

Less is More: Efficient 3-D Object Retrieval With Query View Selection.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2011

Research and applications on georeferenced multimedia: a survey.

[BibT_eX]

[DOI]

Yan-Tao Zheng

Zheng-Jun Zha

Tat-Seng Chua

Multim. Tools Appl., 2011

Hierarchical organization of unstructured consumer reviews.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on World Wide Web, 2011

Multimedia answering: enriching text QA with media information.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Product comparison using comparative relations.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Optimizing multimodal reranking for web image search.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Mining Travel Patterns from GPS-Tagged Photos.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2011

Semi-automatic Flickr Group Suggestion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2011

Integrating rich information for video recommendation with multi-task rank aggregation.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Learning "verb-object" concepts for semantic image annotation.

[BibT_eX]

[DOI]

Xinming Zhang

Zheng-Jun Zha

Changsheng Xu

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Learning concept bundles for video search with complex queries.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Difficulty guided image retrieval using linear multiview embedding.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Query expansion by spatial co-occurrence for image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Locally regressive G-optimal design for image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

ShotTagger: tag location for internet videos.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Matching Content-based Saliency Regions for partial-duplicate image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews.

[BibT_eX]

[DOI]

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Aspect Ranking: Identifying Important Product Aspects from Online Consumer Reviews.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

Joint Learning of Labels and Distance Metric.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2010

Visual query suggestion: Towards capturing user intent in internet image search.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2010

TRECVID 2010 Known-item Search by NUS.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Which Tags Are Related to Visual Content?

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2010

Mediapedia: Mining Web Knowledge to Construct Multimedia Encyclopedia.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2010

Evaluation of histogram based interest point detector in web image classification and search.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Utilizing related samples to learn complex queries in interactive concept-based video search.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

2009

Graph-based semi-supervised learning with multiple labels.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2009

Visual query suggestion.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Robust Distance Metric Learning with Auxiliary Knowledge.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

An efficient sparse metric learning in high-dimensional space via l1-penalized log-determinant regularization.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2008

Feature Detection and Correspondence for Camera Calibration.

[BibT_eX]

[DOI]

Int. J. Inf. Acquis., 2008

MSRA atT TRECVID 2008: High-Level Feature Extraction and Automatic Search.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Graph-based semi-supervised learning with multi-label.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Optimized video scene segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Unbiased active learning for image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Joint multi-label multi-instance learning for image classification.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

A joint appearance-spatial distance for kernel-based image categorization.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

MSRA-USTC-SJTU at TRECVID 2007: High-Level Feature Extraction and Search.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Refining video annotation by exploiting pairwise concurrent relation.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Multimedia 2007, 2007

Building a comprehensive ontology to refine video concept detection.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2007

Zhengjun Zha

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