Publications (80)
Pushing the Limits of Deep CNNs for Pedestrian Detection
Qichang Hu, Peng Wang, Chunhua Shen +2
Deep Linear Discriminant Analysis on Fisher Networks: A Hybrid Architecture for Person Re-identification
Lin Wu, Chunhua Shen, Anton van den Hengel
Less is more: zero-shot learning from online textual documents with noise suppression
Ruizhi Qiao, Lingqiao Liu, Chunhua Shen +1
Deconstruction of compound objects from image sets
Anton van den Hengel, John Bastian, Anthony Dick +1
Fast Approximate L_infty Minimization: Speeding Up Robust Regression
Fumin Shen, Chunhua Shen, Rhys Hill +2
A Direct Approach to Multi-class Boosting and Extensions
Chunhua Shen, Sakrapee Paisitkriangkrai, Anton van den Hengel
Explicit Knowledge-based Reasoning for Visual Question Answering
Peng Wang, Qi Wu, Chunhua Shen +2
A Hybrid Loss for Multiclass and Structured Prediction
Qinfeng Shi, Mark Reid, Tiberio Caetano +2
What value do explicit high level concepts have in vision to language problems?
Qi Wu, Chunhua Shen, Lingqiao Liu +2
Mid-level Deep Pattern Mining
Yao Li, Lingqiao Liu, Chunhua Shen +1
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge
Damien Teney, Peter Anderson, Xiaodong He +1
Image Captioning and Visual Question Answering Based on Attributes and External Knowledge
Qi Wu, Chunhua Shen, Anton van den Hengel +2
Ask Me Anything: Free-form Visual Question Answering Based on Knowledge from External Sources
Qi Wu, Peng Wang, Chunhua Shen +2
Deep Recurrent Convolutional Networks for Video-based Person Re-identification: An End-to-End Approach
Lin Wu, Chunhua Shen, Anton van den Hengel
Fast Training of Effective Multi-class Boosting Using Coordinate Descent Optimization
Guosheng Lin, Chunhua Shen, Anton van den Hengel +1
Fast Supervised Hashing with Decision Trees for High-Dimensional Data
Guosheng Lin, Chunhua Shen, Qinfeng Shi +2
The Treasure beneath Convolutional Layers: Cross-convolutional-layer Pooling for Image Classification
Lingqiao Liu, Chunhua Shen, Anton van den Hengel
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition
Zifeng Wu, Chunhua Shen, Anton van den Hengel
Training Effective Node Classifiers for Cascade Classification
Chunhua Shen, Peng Wang, Sakrapee Paisitkriangkrai +1
Non-sparse Linear Representations for Visual Tracking with Online Reservoir Metric Learning
Xi Li, Chunhua Shen, Qinfeng Shi +2
Bayesian Conditional Generative Adverserial Networks
M. Ehsan Abbasnejad, Qinfeng Shi, Iman Abbasnejad +2
Care about you: towards large-scale human-centric visual relationship detection
Bohan Zhuang, Qi Wu, Chunhua Shen +2
An Efficient Dual Approach to Distance Metric Learning
Chunhua Shen, Junae Kim, Fayao Liu +2
Characterness: An Indicator of Text in the Wild
Yao Li, Wenjing Jia, Chunhua Shen +1
Efficient pedestrian detection by directly optimize the partial area under the ROC curve
Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
Compositional Model based Fisher Vector Coding for Image Classification
Lingqiao Liu, Peng Wang, Chunhua Shen +4
Supervised Hashing Using Graph Cuts and Boosted Decision Trees
Guosheng Lin, Chunhua Shen, Anton van den Hengel
Image Co-localization by Mimicking a Good Detector's Confidence Score Distribution
Yao Li, Linqiao Liu, Chunhua Shen +1
Learning from Imbalanced Multiclass Sequential Data Streams Using Dynamically Weighted Conditional Random Fields
Roberto L. Shinmoto Torres, Damith C. Ranasinghe, Qinfeng Shi +1
Hi Detector, What's Wrong with that Object? Identifying Irregular Object From Images by Modelling the Detection Score Distribution
Peng Wang, Lingqiao Liu, Chunhua Shen +2
Asymmetric Pruning for Learning Cascade Detectors
Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
Graph-Structured Representations for Visual Question Answering
Damien Teney, Lingqiao Liu, Anton van den Hengel
From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur
Dong Gong, Jie Yang, Lingqiao Liu +5
Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning
Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
Is margin preserved after random projection?
Qinfeng Shi, Chunhua Shen, Rhys Hill +1
Positive Semidefinite Metric Learning with Boosting
Chunhua Shen, Junae Kim, Lei Wang +1
Optimally Training a Cascade Classifier
Chunhua Shen, Peng Wang, Anton van den Hengel
Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning
Qi Wu, Peng Wang, Chunhua Shen +2
A Fast Semidefinite Approach to Solving Binary Quadratic Problems
Peng Wang, Chunhua Shen, Anton van den Hengel
Zero-Shot Visual Question Answering
Damien Teney, Anton van den Hengel
Asking the Difficult Questions: Goal-Oriented Visual Question Generation via Intermediate Rewards
Junjie Zhang, Qi Wu, Chunhua Shen +3
A General Two-Step Approach to Learning-Based Hashing
Guosheng Lin, Chunhua Shen, David Suter +1
Parallel Attention: A Unified Framework for Visual Object Discovery through Dialogs and Queries
Bohan Zhuang, Qi Wu, Chunhua Shen +2
RandomBoost: Simplified Multi-class Boosting through Randomization
Sakrapee Paisitkriangkrai, Chunhua Shen, Qinfeng Shi +1
Learning Hash Functions Using Column Generation
Xi Li, Guosheng Lin, Chunhua Shen +2
Cross-convolutional-layer Pooling for Image Recognition
Lingqiao Liu, Chunhua Shen, Anton van den Hengel
Sequential Person Recognition in Photo Albums with a Recurrent Network
Yao Li, Guosheng Lin, Bohan Zhuang +3
Beyond Low Rank: A Data-Adaptive Tensor Completion Method
Lei Zhang, Wei Wei, Qinfeng Shi +3
Mining Mid-level Visual Patterns with Deep CNN Activations
Yao Li, Lingqiao Liu, Chunhua Shen +1
Structured learning of metric ensembles with application to person re-identification
Sakrapee Paisitkriangkrai, Lin Wu, Chunhua Shen +1
Efficient SDP Inference for Fully-connected CRFs Based on Low-rank Decomposition
Peng Wang, Chunhua Shen, Anton van den Hengel
High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks
Zifeng Wu, Chunhua Shen, Anton van den Hengel
Learning to rank in person re-identification with metric ensembles
Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
Large-scale Binary Quadratic Optimization Using Semidefinite Relaxation and Applications
Peng Wang, Chunhua Shen, Anton van den Hengel +1
Bridging Category-level and Instance-level Semantic Image Segmentation
Zifeng Wu, Chunhua Shen, Anton van den Hengel
Image-based Recommendations on Styles and Substitutes
Julian McAuley, Christopher Targett, Qinfeng Shi +1
A model-based approach to recovering the structure of a plant from images
Ben Ward, John Bastian, Anton van den Hengel +4
Incremental Learning of 3D-DCT Compact Representations for Robust Visual Tracking
Xi Li, Anthony Dick, Chunhua Shen +2
Visual Question Answering: A Survey of Methods and Datasets
Qi Wu, Damien Teney, Peng Wang +3
Hashing on Nonlinear Manifolds
Fumin Shen, Chunhua Shen, Qinfeng Shi +3
Large-margin Learning of Compact Binary Image Encodings
Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
FVQA: Fact-based Visual Question Answering
Peng Wang, Qi Wu, Chunhua Shen +2
Exploring Context with Deep Structured models for Semantic Segmentation
Guosheng Lin, Chunhua Shen, Anton van den Hengel +1
Inductive Hashing on Manifolds
Fumin Shen, Chunhua Shen, Qinfeng Shi +2
A Survey of Appearance Models in Visual Object Tracking
Xi Li, Weiming Hu, Chunhua Shen +3
The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions
Peng Wang, Qi Wu, Chunhua Shen +1
Infinite Variational Autoencoder for Semi-Supervised Learning
Ehsan Abbasnejad, Anthony Dick, Anton van den Hengel
Visually Aligned Word Embeddings for Improving Zero-shot Learning
Ruizhi Qiao, Lingqiao Liu, Chunhua Shen +1
Encoding High Dimensional Local Features by Sparse Coding Based Fisher Vectors
Lingqiao Liu, Chunhua Shen, Lei Wang +2
Contextual Hypergraph Modelling for Salient Object Detection
Xi Li, Yao Li, Chunhua Shen +2
Deeply Learning the Messages in Message Passing Inference
Guosheng Lin, Chunhua Shen, Ian Reid +1
Online Unsupervised Feature Learning for Visual Tracking
Fayao Liu, Chunhua Shen, Ian Reid +1
A scalable stage-wise approach to large-margin multi-class loss based boosting
Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
PersonNet: Person Re-identification with Deep Convolutional Neural Networks
Lin Wu, Chunhua Shen, Anton van den Hengel
Positive Semidefinite Metric Learning Using Boosting-like Algorithms
Chunhua Shen, Junae Kim, Lei Wang +1
When Unsupervised Domain Adaptation Meets Tensor Representations
Hao Lu, Lei Zhang, Zhiguo Cao +4
Fast detection of multiple objects in traffic scenes with a common detection framework
Qichang Hu, Sakrapee Paisitkriangkrai, Chunhua Shen +2
Visual Question Answering as a Meta Learning Task
Damien Teney, Anton van den Hengel
Strengthening the Effectiveness of Pedestrian Detection with Spatially Pooled Features
Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
Constraint Reduction using Marginal Polytope Diagrams for MAP LP Relaxations
Zhen Zhang, Qinfeng Shi, Yanning Zhang +2