Proceedings of the British Machine Vision Conference 2014
Editors: Michel Valstar, Andrew French and Tony Pridmore ISBN 1-901725-52-9. BMVA Press, September 2014
Book of Abstracts (PDF, 150 pages, 115M)
Person Detection and Identification
- Re-id: Hunting Attributes in the WildDOI: http://dx.doi.org/10.5244/C.28.1
- Evidential combination of pedestrian detectorsDOI: http://dx.doi.org/10.5244/C.28.2
Machine Learning
- Mining Structure Fragments for Smart Bundle AdjustmentDOI: http://dx.doi.org/10.5244/C.28.3
- Distributed Non-convex ADMM-based inference in large-scale random fieldsDOI: http://dx.doi.org/10.5244/C.28.4
- Boosted Cross-Domain CategorizationDOI: http://dx.doi.org/10.5244/C.28.5
- Return of the Devil in the Details: Delving Deep into Convolutional NetsDOI: http://dx.doi.org/10.5244/C.28.6
- Transductive Multi-label Zero-shot LearningDOI: http://dx.doi.org/10.5244/C.28.7
Video and Structure From Motion
- Optimal Representation of Multiple View VideoDOI: http://dx.doi.org/10.5244/C.28.8
- Unsupervised Spatio-Temporal Segmentation with Sparse Spectral-ClusteringDOI: http://dx.doi.org/10.5244/C.28.9
- Depth Extraction from Videos Using Geometric Context and Occlusion BoundariesDOI: http://dx.doi.org/10.5244/C.28.10
- Non-Rigid Shape-from-Motion for Isometric Surfaces using Infinitesimal PlanarityDOI: http://dx.doi.org/10.5244/C.28.11
- Virtual Insertion: Robust Bundle Adjustment over Long Video SequencesDOI: http://dx.doi.org/10.5244/C.28.12
Faces
- Regularized Multi-Concept MIL for weakly-supervised facial behavior categorizationDOI: http://dx.doi.org/10.5244/C.28.13
- Expression-Invariant Age EstimationDOI: http://dx.doi.org/10.5244/C.28.14
3D and Stereo
- A Stochastic Cost Function for Stereo VisionDOI: http://dx.doi.org/10.5244/C.28.15
- Fusing Multiple Features for Shape-based 3D Model RetrievalDOI: http://dx.doi.org/10.5244/C.28.16
- Unsupervised RGB-D image segmentation using joint clustering and region mergingDOI: http://dx.doi.org/10.5244/C.28.17
- CP-Census: A Novel Model for Dense Variational Scene Flow from RGB-D DataDOI: http://dx.doi.org/10.5244/C.28.18
- Is 2D Information Enough For Viewpoint Estimation?DOI: http://dx.doi.org/10.5244/C.28.19
Segmentation and Object Detection
- Discrete Multi Atlas Segmentation using Agreement ConstraintsDOI: http://dx.doi.org/10.5244/C.28.20
- Video Segmentation by Non-Local Consensus votingDOI: http://dx.doi.org/10.5244/C.28.21
- Embedding Geometry in Generative Models for Pose Estimation of Object CategoriesDOI: http://dx.doi.org/10.5244/C.28.22
- Cracking BING and BeyondDOI: http://dx.doi.org/10.5244/C.28.23
- How good are detection proposals, really?DOI: http://dx.doi.org/10.5244/C.28.24
Tracking
- Part Context Learning for Visual TrackingDOI: http://dx.doi.org/10.5244/C.28.25
- Simultaneous Mosaicing and Tracking with an Event CameraDOI: http://dx.doi.org/10.5244/C.28.26
- Deformable Template Tracking in 1msDOI: http://dx.doi.org/10.5244/C.28.27
- Learn++ for Robust Object TrackingDOI: http://dx.doi.org/10.5244/C.28.28
- L0-Regularized Object Representation for Visual TrackingDOI: http://dx.doi.org/10.5244/C.28.29
Image Classification
- You-Do, I-Learn: Discovering Task Relevant Objects and their Modes of Interaction from Multi-User Egocentric VideoDOI: http://dx.doi.org/10.5244/C.28.30
- Hierarchical Cascade of Classifiers for Efficient Poselet EvaluationDOI: http://dx.doi.org/10.5244/C.28.31
- Regularized Max Pooling for Image CategorizationDOI: http://dx.doi.org/10.5244/C.28.32
- Discriminative Embedding via Image-to-Class DistancesDOI: http://dx.doi.org/10.5244/C.28.33
Poster Sessions
- Optimized Transform Coding for Approximate KNN SearchDOI: http://dx.doi.org/10.5244/C.28.34
- Associating locations from wearable camerasDOI: http://dx.doi.org/10.5244/C.28.35
- Interactive Shadow Removal and Ground Truth for Variable Scene CategoriesDOI: http://dx.doi.org/10.5244/C.28.36
- Segmentation of Dynamic Scenes with Distributions of Spatiotemporally Oriented EnergiesDOI: http://dx.doi.org/10.5244/C.28.37
- The State of the Art: Object Retrieval in Paintings using Discriminative RegionsDOI: http://dx.doi.org/10.5244/C.28.38
- Variational Level Set Segmentation in Riemannian Sobolev SpacesDOI: http://dx.doi.org/10.5244/C.28.39
- Robust segment-based Stereo using Cost AggregationDOI: http://dx.doi.org/10.5244/C.28.40
- Coloured signed distance fields for full 3D object reconstructionDOI: http://dx.doi.org/10.5244/C.28.41
- Automatic Camera Calibration for Traffic UnderstandingDOI: http://dx.doi.org/10.5244/C.28.42
- Learning to Rank Histograms for Object RetrievalDOI: http://dx.doi.org/10.5244/C.28.43
- Optimal Intrinsic Descriptors for Non-Rigid Shape AnalysisDOI: http://dx.doi.org/10.5244/C.28.44
- Fully Associative Ensemble Learning for Hierarchical Multi-Label ClassificationDOI: http://dx.doi.org/10.5244/C.28.45
- Unlabelled 3D Motion Examples Improve Cross-View Action RecognitionDOI: http://dx.doi.org/10.5244/C.28.46
- Location Constrained Pixel Classifiers for Image Parsing with Regular Spatial LayoutDOI: http://dx.doi.org/10.5244/C.28.47
- Unsupervised Learning of Generative Topic Saliency for Person Re-identificationDOI: http://dx.doi.org/10.5244/C.28.48
- Regularized l1-Graph for Data ClusteringDOI: http://dx.doi.org/10.5244/C.28.49
- Essential Matrix Estimation Using Adaptive Penalty FormulationsDOI: http://dx.doi.org/10.5244/C.28.50
- Non-rectangular Part Discovery for Object DetectionDOI: http://dx.doi.org/10.5244/C.28.51
- Weakly Supervised Detection with Posterior RegularizationDOI: http://dx.doi.org/10.5244/C.28.52
- 3D Pose-by-Detection of Vehicles via Discriminatively Reduced Ensembles of Correlation FiltersDOI: http://dx.doi.org/10.5244/C.28.53
- Upper Body Pose Estimation with Temporal Sequential ForestsDOI: http://dx.doi.org/10.5244/C.28.54
- Cloud-scale Image Compression Through Content DeduplicationDOI: http://dx.doi.org/10.5244/C.28.55
- DeepTrack: Learning Discriminative Feature Representations by Convolutional Neural Networks for Visual TrackingDOI: http://dx.doi.org/10.5244/C.28.56
- Tri-Map Self-Validation Based on Least Gibbs Energy for Foreground SegmentationDOI: http://dx.doi.org/10.5244/C.28.57
- Surface Normal Integration for Convex Space-time Multi-view ReconstructionDOI: http://dx.doi.org/10.5244/C.28.58
- Contextually Constrained Deep Networks for Scene LabelingDOI: http://dx.doi.org/10.5244/C.28.59
- Adaptive Transductive Transfer MachineDOI: http://dx.doi.org/10.5244/C.28.60
- Randomized Support Vector ForestDOI: http://dx.doi.org/10.5244/C.28.61
- Reverse Image Segmentation: A High-Level Solution to a Low-Level TaskDOI: http://dx.doi.org/10.5244/C.28.62
- All together now: Simultaneous Detection and Continuous Pose Estimation using a Hough Forest with Probabilistic Locally Enhanced VotingDOI: http://dx.doi.org/10.5244/C.28.63
- Semi-Global 3D Line Modeling for Incremental Structure-from-MotionDOI: http://dx.doi.org/10.5244/C.28.64
- Accurate Scale Estimation for Robust Visual TrackingDOI: http://dx.doi.org/10.5244/C.28.65
- Hough Networks for Head Pose Estimation and Facial Feature LocalizationDOI: http://dx.doi.org/10.5244/C.28.66
- Spherical Light FieldsDOI: http://dx.doi.org/10.5244/C.28.67
- CoConut: Co-Classification with Output Space RegularizationDOI: http://dx.doi.org/10.5244/C.28.68
- A unified framework for content-aware view selection and planning through view importanceDOI: http://dx.doi.org/10.5244/C.28.69
- Reproduction Angular Error: An Improved Performance Metric for Illuminant EstimationDOI: http://dx.doi.org/10.5244/C.28.70
- Texture Similarity Estimation Using ContoursDOI: http://dx.doi.org/10.5244/C.28.71
- Generic Object Detection with Dense Neural Patterns and RegionletsDOI: http://dx.doi.org/10.5244/C.28.72
- Top down saliency estimation via superpixel-based discriminative dictionariesDOI: http://dx.doi.org/10.5244/C.28.73
- Sparse codes as Alpha MatteDOI: http://dx.doi.org/10.5244/C.28.74
- Scene-driven Cues for Viewpoint Classification for Elongated Object ClassesDOI: http://dx.doi.org/10.5244/C.28.75
- Multi-View Depth Map Estimation With Cross-View ConsistencyDOI: http://dx.doi.org/10.5244/C.28.76
- Improving Detection of Deformable Objects in Volumetric DataDOI: http://dx.doi.org/10.5244/C.28.77
- Reasoning about Photo Collections using Models of Outdoor IlluminationDOI: http://dx.doi.org/10.5244/C.28.78
- Online quality assessment of human motion from skeleton dataDOI: http://dx.doi.org/10.5244/C.28.79
- Depth Sweep Regression Forests for Estimating 3D Human Pose from ImagesDOI: http://dx.doi.org/10.5244/C.28.80
- Anisotropic Agglomerative Adaptive Mean-ShiftDOI: http://dx.doi.org/10.5244/C.28.81
- From Virtual to Reality: Fast Adaptation of Virtual Object Detectors to Real DomainsDOI: http://dx.doi.org/10.5244/C.28.82
- Leveraging Feature Uncertainty in the PnP ProblemDOI: http://dx.doi.org/10.5244/C.28.83
- Exploiting Color Information for Better Scene Text RecognitionDOI: http://dx.doi.org/10.5244/C.28.84
- Structured Semi-supervised Forest for Facial Landmarks Localization with Face Mask ReasoningDOI: http://dx.doi.org/10.5244/C.28.85
- Action Recognition From Weak Alignment of Body PartsDOI: http://dx.doi.org/10.5244/C.28.86
- Improved Bird Species Recognition Using Pose Normalized Deep Convolutional NetsDOI: http://dx.doi.org/10.5244/C.28.87
- Speeding up Convolutional Neural Networks with Low Rank ExpansionsDOI: http://dx.doi.org/10.5244/C.28.88
- Real-time Hybrid Stereo Vision System for HD Resolution Disparity MapDOI: http://dx.doi.org/10.5244/C.28.89
- Image Cosegmentation via Multi-task LearningDOI: http://dx.doi.org/10.5244/C.28.90
- Geodesic Finite Mixture ModelsDOI: http://dx.doi.org/10.5244/C.28.91
- Multiple Object Tracking Using Local Motion PatternsDOI: http://dx.doi.org/10.5244/C.28.92
- Compact Video Code and Its Application to Robust Face Retrieval in TV-SeriesDOI: http://dx.doi.org/10.5244/C.28.93
- Biologically Inspired Online Learning of Visual Autonomous DrivingDOI: http://dx.doi.org/10.5244/C.28.94
- Segmentation and classification of modeled actions in the context of unmodeled onesDOI: http://dx.doi.org/10.5244/C.28.95
- Adaptive Multi-Level Region Merging for Salient Object DetectionDOI: http://dx.doi.org/10.5244/C.28.96
- Im2Text and Text2Im: Associating Images and Texts for Cross-Modal RetrievalDOI: http://dx.doi.org/10.5244/C.28.97
- Open-world Person Re-Identification by Multi-Label Assignment InferenceDOI: http://dx.doi.org/10.5244/C.28.98
- Location recognition on lifelog images via a discriminative combination of generative modelsDOI: http://dx.doi.org/10.5244/C.28.99
- Real-time Activity Recognition by Discerning Qualitative Relationships Between Randomly Chosen Visual FeaturesDOI: http://dx.doi.org/10.5244/C.28.100
- Multi-target tracking in team-sports videos via multi-level context-conditioned latent behaviour modelsDOI: http://dx.doi.org/10.5244/C.28.101
- Parametric temporal alignment for the detection of facial action temporal segmentsDOI: http://dx.doi.org/10.5244/C.28.102
- Modeling Sequential Domain Shift through Estimation of Optimal Sub-spaces for CategorizationDOI: http://dx.doi.org/10.5244/C.28.103
- Geodesic pixel neighborhoods for multi-class image segmentationDOI: http://dx.doi.org/10.5244/C.28.104
- High Entropy Ensembles for Holistic Figure-ground SegmentationDOI: http://dx.doi.org/10.5244/C.28.105
- Frankenhorse: Automatic Completion of Articulating Objects from Image-based ReconstructionDOI: http://dx.doi.org/10.5244/C.28.106
- Online Dense Non-Rigid 3D Shape and Camera Motion RecoveryDOI: http://dx.doi.org/10.5244/C.28.107
- Scene Flow Estimation using Intelligent Cost FunctionsDOI: http://dx.doi.org/10.5244/C.28.108
- DNN Flow: DNN Feature Pyramid based Image MatchingDOI: http://dx.doi.org/10.5244/C.28.109
- Improved Depth Recovery In Consumer Depth Cameras via Disparity Space Fusion within Cross-spectral StereoDOI: http://dx.doi.org/10.5244/C.28.110
- Action Recognition by Weakly-Supervised Discriminative Region LocalizationDOI: http://dx.doi.org/10.5244/C.28.111
- Adaptive Structured Pooling for Action RecognitionDOI: http://dx.doi.org/10.5244/C.28.112
- Online Action Recognition via Nonparametric Incremental LearningDOI: http://dx.doi.org/10.5244/C.28.113
- Single Image Dehazing Using Color Attenuation PriorDOI: http://dx.doi.org/10.5244/C.28.114
- Intra-category sketch-based image retrieval by matching deformable part modelsDOI: http://dx.doi.org/10.5244/C.28.115
- Generalised Scalable Robust Principal Component AnalysisDOI: http://dx.doi.org/10.5244/C.28.116
- Solving Jigsaw Puzzles using Paths and CyclesDOI: http://dx.doi.org/10.5244/C.28.117
- Parsing Semantic Parts of Cars Using Graphical Models and Segment Appearance ConsistencyDOI: http://dx.doi.org/10.5244/C.28.118
- An Image Based Approach to Recovering the Gravitational Field of AsteroidsDOI: http://dx.doi.org/10.5244/C.28.119
- Incremental Domain Adaptation of Deformable Part-based ModelsDOI: http://dx.doi.org/10.5244/C.28.120
- Contextual Rescoring for Human Pose EstimationDOI: http://dx.doi.org/10.5244/C.28.121
- Recognizing Image StyleDOI: http://dx.doi.org/10.5244/C.28.122
- Detection of multiple meaningful primitive geometric modelsDOI: http://dx.doi.org/10.5244/C.28.123
- Object Disambiguation for Augmented Reality ApplicationsDOI: http://dx.doi.org/10.5244/C.28.124
- Knowing Where I Am: Exploiting Multi-Task Learning for Multi-view Indoor Image-based LocalizationDOI: http://dx.doi.org/10.5244/C.28.125
- Duration Dependent Codebooks for Change DetectionDOI: http://dx.doi.org/10.5244/C.28.126
- Real-time Dense Disparity Estimation based on Multi-Path Viterbi for Intelligent Vehicle ApplicationsDOI: http://dx.doi.org/10.5244/C.28.127
- Uncalibrated Near-Light Photometric StereoDOI: http://dx.doi.org/10.5244/C.28.128
- Video-Based Face Recognition Using the Intra-Personal/Extra-Personal Difference DictionaryDOI: http://dx.doi.org/10.5244/C.28.129
- An Efficient Online Hierarchical Supervoxel Segmentation Algorithm for Time-critical ApplicationsDOI: http://dx.doi.org/10.5244/C.28.130
- Robust 3D Face Shape Reconstruction from Single Images via Two-Fold Coupled Structure Learning and Off-the-Shelf Landmark DetectorsDOI: http://dx.doi.org/10.5244/C.28.131