Discriminative learning over constrained latent representations
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Making computers look the way we look: exploiting visual attention for image understanding
Proceedings of the international conference on Multimedia
Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis
We are family: joint pose estimation of multiple persons
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Automatic attribute discovery and characterization from noisy web data
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Modeling temporal structure of decomposable motion segments for activity classification
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Cascaded models for articulated pose estimation
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Discriminative learning with latent variables for cluttered indoor scene understanding
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Optimizing complex loss functions in structured prediction
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Multiresolution models for object detection
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Localizing objects while learning their appearance
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Discriminative learning with latent variables for cluttered indoor scene understanding
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Multiple target tracking in world coordinate with single, minimally calibrated camera
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Active mask hierarchies for object detection
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
ClassCut for unsupervised class segmentation
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Discriminative mixture-of-templates for viewpoint classification
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Detecting people using mutually consistent poselet activations
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Thinking inside the box: using appearance models and context based on room geometry
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Recursive coarse-to-fine localization for fast object detection
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Hough transform and 3D SURF for robust three dimensional classification
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
EURASIP Journal on Advances in Signal Processing - Special issue on biologically inspired signal processing: analyses, algorithms and applications
A Numerical Study of the Bottom-Up and Top-Down Inference Processes in And-Or Graphs
International Journal of Computer Vision
Inference and Learning with Hierarchical Shape Models
International Journal of Computer Vision
Scalable logo recognition in real-world images
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Joint training of dependency parsing filters through latent support vector machines
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
Composing simple image descriptions using web-scale n-grams
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Detection of human groups in videos
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Actions in stillweb images: visualization, detection and retrieval
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Recursive Compositional Models for Vision: Description and Review of Recent Work
Journal of Mathematical Imaging and Vision
New object detection features in the OpenCV library
Pattern Recognition and Image Analysis
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Pick your neighborhood: improving labels and neighborhood structure for label propagation
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Robust classification and semi-supervised object localization with Gaussian processes
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Analyzing diving: a dataset for judging action quality
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Recognition and analysis of objects in medieval images
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume part II
A new pedestrian detection descriptor based on the use of spatial recurrences
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Color contribution to part-based person detection in different types of scenarios
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Multi-class object layout with unsupervised image classification and object localization
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Automatically searching for optimal parameter settings using a genetic algorithm
ICVS'11 Proceedings of the 8th international conference on Computer vision systems
Fusing object detection and region appearance for image-text alignment
MM '11 Proceedings of the 19th ACM international conference on Multimedia
MM '11 Proceedings of the 19th ACM international conference on Multimedia
A Reliable People Counting System via Multiple Cameras
ACM Transactions on Intelligent Systems and Technology (TIST)
Contour-based object detection as dominant set computation
Pattern Recognition
Eigenspace-based fall detection and activity recognition from motion templates and machine learning
Expert Systems with Applications: An International Journal
International Journal of Computer Vision
Where computer vision needs help from computer science
Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete Algorithms
Corpus-guided sentence generation of natural images
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Indoor Mobile Robotics at Grima, PUC
Journal of Intelligent and Robotic Systems
Pedestrian detection in images via cascaded L1-norm minimization learning method
Pattern Recognition
Context models and out-of-context objects
Pattern Recognition Letters
Bio-inspired visual saliency detection and its application on image retargeting
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Improving tracking algorithms using saliency
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Detection of lounging people with a mobile robot companion
ICIRA'11 Proceedings of the 4th international conference on Intelligent Robotics and Applications - Volume Part II
Understanding web images by object relation network
Proceedings of the 21st international conference on World Wide Web
SLAR (simultaneous localization and recognition) framework for smart CBIR
PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
Estimating the Natural Illumination Conditions from a Single Outdoor Image
International Journal of Computer Vision
A review on vision techniques applied to Human Behaviour Analysis for Ambient-Assisted Living
Expert Systems with Applications: An International Journal
A hierarchical model for automatic nuchal translucency detection from ultrasound images
Computers in Biology and Medicine
A non-rigid appearance model for shape description and recognition
Pattern Recognition
Arbitrary body segmentation in static images
Pattern Recognition
A cascade fusion scheme for gait and cumulative foot pressure image recognition
Pattern Recognition
Object Recognition by Sequential Figure-Ground Ranking
International Journal of Computer Vision
Learning to summarize web image and text mutually
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Discriminative Appearance Models for Pictorial Structures
International Journal of Computer Vision
On Taxonomies for Multi-class Image Categorization
International Journal of Computer Vision
Coaction discovery: segmentation of common actions across multiple videos
Proceedings of the Twelfth International Workshop on Multimedia Data Mining
Combining skeletal pose with local motion for human activity recognition
AMDO'12 Proceedings of the 7th international conference on Articulated Motion and Deformable Objects
Human context: modeling human-human interactions for monocular 3d pose estimation
AMDO'12 Proceedings of the 7th international conference on Articulated Motion and Deformable Objects
Boosted translation-tolerable classifiers for fast object detection
Image and Vision Computing
Evaluating a color-based active basis model for object recognition
Computer Vision and Image Understanding
Weakly Supervised Localization and Learning with Generic Knowledge
International Journal of Computer Vision
Collective generation of natural image descriptions
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Detection bank: an object detection based video representation for multimedia event recognition
Proceedings of the 20th ACM international conference on Multimedia
Proceedings of the 20th ACM international conference on Multimedia
Towards concept anchoring for cognitive robots
Intelligent Service Robotics
Viewpoint-aware object detection and continuous pose estimation
Image and Vision Computing
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Undoing the damage of dataset bias
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Bottom-up perceptual organization of images into object part hypotheses
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
From meaningful contours to discriminative object shape
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Object detection using strongly-supervised deformable part models
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Object-Centric spatial pooling for image classification
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
GMCP-Tracker: global multi-object tracking using generalized minimum clique graphs
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Crosstalk cascades for frame-rate pedestrian detection
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Visual recognition using local quantized patterns
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Sparselet models for efficient multiclass object detection
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Exact acceleration of linear object detectors
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Latent hough transform for object detection
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Diagnosing error in object detectors
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Attributes for classifier feedback
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Beyond bounding-boxes: learning object shape by model-driven grouping
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
In defence of negative mining for annotating weakly labelled data
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Describing clothing by semantic attributes
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Abnormal object detection by canonical scene-based contextual model
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Learning to recognize unsuccessful activities using a two-layer latent structural model
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Learning hybrid part filters for scene recognition
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Latent pyramidal regions for recognizing scenes
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
What makes a good detector? --- structured priors for learning from few examples
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Taking mobile multi-object tracking to the next level: people, unknown objects, and carried items
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
To track or to detect? an ensemble framework for optimal selection
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Segmentation over detection by coupled global and local sparse representations
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Beyond the line of sight: labeling the underlying surfaces
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Contextual object detection using set-based classification
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
(MP)2T: multiple people multiple parts tracker
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Mixture component identification and learning for visual recognition
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Scene semantics from long-term observation of people
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Efficient exact inference for 3d indoor scene understanding
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
3D2PM - 3d deformable part models
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Semantic segmentation with second-order pooling
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Drawing an automatic sketch of deformable objects using only a few images
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Ask'nSeek: a new game for object detection and labeling
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Automated textual descriptions for a wide range of video events with 48 human actions
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Re-identification of pedestrians in crowds using dynamic time warping
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
An introduction to random forests for multi-class object detection
Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
Semantic structure from motion: a novel framework for joint object recognition and 3d reconstruction
Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
Combining CRF and multi-hypothesis detection for accurate lesion segmentation in breast sonograms
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Detecting actions, poses, and objects with relational phraselets
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Action recognition with exemplar based 2.5d graph matching
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Cost-Sensitive top-down/bottom-up inference for multiscale activity recognition
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Multi-component models for object detection
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Discriminative decorrelation for clustering and classification
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
How important are "Deformable parts" in the deformable parts model?
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Bounding part scores for rapid detection with deformable part models
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Collective activity localization with contextual spatial pyramid
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
3D object detection with multiple kinects
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume 2
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Reordering video shots for event classification using bag-of-words models and string kernels
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
EuroMed'12 Proceedings of the 4th international conference on Progress in Cultural Heritage Preservation
A relational kernel-based framework for hierarchical image understanding
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
An incremental structured part model for image classification
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Semantic image clustering using object relation network
CVM'12 Proceedings of the First international conference on Computational Visual Media
Web-enhanced object category learning for domestic robots
Intelligent Service Robotics
Time-sensitive web image ranking and retrieval via dynamic multi-task regression
Proceedings of the sixth ACM international conference on Web search and data mining
A generic model to compose vision modules for holistic scene understanding
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
Pre-attention cues for person detection
COST'11 Proceedings of the 2011 international conference on Cognitive Behavioural Systems
International Journal of Computer Vision
Fast Component-Based QR Code Detection in Arbitrarily Acquired Images
Journal of Mathematical Imaging and Vision
Discriminative learning with latent variables for cluttered indoor scene understanding
Communications of the ACM
Fast pedestrian detection based on sliding window filtering
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
A data-driven detection optimization framework
Neurocomputing
Adaptive object detection by implicit sub-class sharing features
Signal Processing
Robust visual tracking with discriminative sparse learning
Pattern Recognition
Feature reduction for efficient object detection via l1-norm latent SVM
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Perceptually friendly shape decomposition by resolving segmentation points with minimum cost
Journal of Visual Communication and Image Representation
Toward parts-based scene understanding with pixel-support parts-sparse pictorial structures
Pattern Recognition Letters
Multimedia Tools and Applications
Sonification of images for the visually impaired using a multi-level approach
Proceedings of the 4th Augmented Human International Conference
Novel and efficient pedestrian detection using bidirectional PCA
Pattern Recognition
Towards automatic object annotations from global image labels
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Exploiting language models to recognize unseen actions
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Learning part-based templates from large collections of 3D shapes
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
Proceedings of the 6th International Conference on Computer Vision / Computer Graphics Collaboration Techniques and Applications
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Local context priors for object proposal generation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Arbitrary-Shape object localization using adaptive image grids
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Data decomposition and spatial mixture modeling for part based model
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Appearance sharing for collective human pose estimation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Coupling-and-Decoupling: a hierarchical model for occlusion-free car detection
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
One-Class multiple instance learning via robust PCA for common object discovery
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Detecting partially occluded objects with an implicit shape model random field
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Exploiting features: locally interleaved sequential alignment for object detection
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Using models of objects with deformable parts for joint categorization and segmentation of objects
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Toward perception-based shape decomposition
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Learning a context aware dictionary for sparse representation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Qualitative pose estimation by discriminative deformable part models
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Structured visual tracking with dynamic graph
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Online multi-target tracking by large margin structured learning
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Multiple target tracking using frame triplets
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Action disambiguation analysis using normalized google-like distance correlogram
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Tracking pedestrian with multi-component online deformable part-based model
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
View-Invariant object detection by matching 3d contours
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Human detection with occlusion handling by over-segmentation and clustering on foreground regions
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Iterative hypothesis testing for multi-object tracking with noisy/missing appearance features
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Combining fast extracted edge descriptors and feature sharing for rapid object detection
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Fusing LIDAR, camera and semantic information: A context-based approach for pedestrian detection
International Journal of Robotics Research
Visual object detection with deformable part models
Communications of the ACM
Vehicle re-identification collaborating visual and temporal-spatial network
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Learning latent spatio-temporal compositional model for human action recognition
Proceedings of the 21st ACM international conference on Multimedia
"Wow! you are so beautiful today!"
Proceedings of the 21st ACM international conference on Multimedia
Beyond bag of words: image representation in sub-semantic space
Proceedings of the 21st ACM international conference on Multimedia
Weakly-supervised multi-class object detection using multi-type 3D features
Proceedings of the 21st ACM international conference on Multimedia
Relative spatial features for image memorability
Proceedings of the 21st ACM international conference on Multimedia
MedLDA: maximum margin supervised topic models
The Journal of Machine Learning Research
Discriminative hierarchical part-based models for human parsing and action recognition
The Journal of Machine Learning Research
Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare
Hand segmentation for gesture recognition in EGO-vision
Proceedings of the 3rd ACM international workshop on Interactive multimedia on mobile & portable devices
Indoor scene recognition by a mobile robot through adaptive object detection
Robotics and Autonomous Systems
A boosting approach for the simultaneous detection and segmentation of generic objects
Pattern Recognition Letters
Selective Search for Object Recognition
International Journal of Computer Vision
A feature construction method for general object recognition
Pattern Recognition
Object class detection: A survey
ACM Computing Surveys (CSUR)
Learning from M/EEG data with variable brain activation delays
IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Hough-based tracking of non-rigid objects
Computer Vision and Image Understanding
Multi-target tracking on confidence maps: An application to people tracking
Computer Vision and Image Understanding
Personal driving diary: Automated recognition of driving events from first-person videos
Computer Vision and Image Understanding
Computer Vision and Image Understanding
A web-service for object detection using hierarchical models
ICVS'13 Proceedings of the 9th international conference on Computer Vision Systems
Carried object detection and tracking using geometric shape models and spatio-temporal consistency
ICVS'13 Proceedings of the 9th international conference on Computer Vision Systems
Online RGB-D gesture recognition with extreme learning machines
Proceedings of the 15th ACM on International conference on multimodal interaction
Detecting pedestrians on a Movement Feature Space
Pattern Recognition
Integrating tracking with fine object segmentation
Image and Vision Computing
Easy, fast, and energy-efficient object detection on heterogeneous on-chip architectures
ACM Transactions on Architecture and Code Optimization (TACO)
Driver Pose Estimation Using a Mixture-model Method
Proceedings of the Second International Conference on Innovative Computing and Cloud Computing
Advanced Engineering Informatics
Tracking-by-detection of multiple persons by a resample-move particle filter
Machine Vision and Applications
A bag-of-semantics model for image clustering
The Visual Computer: International Journal of Computer Graphics
Structured representations in a content based image retrieval context
Journal of Visual Communication and Image Representation
Robotics and Autonomous Systems
Proceedings of the 23rd international conference on World wide web
A multiple camera methodology for automatic localization and tracking of futsal players
Pattern Recognition Letters
Car detection in sequences of images of urban environments using mixture of deformable part models
Pattern Recognition Letters
Robust subspace discovery via relaxed rank minimization
Neural Computation
Evaluating multimedia features and fusion for example-based event detection
Machine Vision and Applications
Machine Vision and Applications
Multimedia event detection with multimodal feature fusion and temporal concept localization
Machine Vision and Applications
Multiple human tracking system for unpredictable trajectories
Machine Vision and Applications
Object and Action Classification with Latent Window Parameters
International Journal of Computer Vision
Detecting People Looking at Each Other in Videos
International Journal of Computer Vision
Rotation-Invariant HOG Descriptors Using Fourier Analysis in Polar and Spherical Coordinates
International Journal of Computer Vision
Discriminative Hough context model for object detection
The Visual Computer: International Journal of Computer Graphics
Probabilistic Joint Image Segmentation and Labeling by Figure-Ground Composition
International Journal of Computer Vision
Macrofeature layout selection for pedestrian localization and its acceleration using GPU
Computer Vision and Image Understanding
Boosting masked dominant orientation templates for efficient object detection
Computer Vision and Image Understanding
Computer Vision and Image Understanding
Learning semantic representations of objects and their parts
Machine Learning
Coloring Action Recognition in Still Images
International Journal of Computer Vision
Pedestrian detection in far infrared images
Integrated Computer-Aided Engineering
Enhancing K-Means using class labels
Intelligent Data Analysis
The Shape Boltzmann Machine: A Strong Model of Object Shape
International Journal of Computer Vision
Multi-view traffic sign detection, recognition, and 3D localisation
Machine Vision and Applications
Activity representation with motion hierarchies
International Journal of Computer Vision
Automatic shape expansion with verification to improve 3D retrieval, classification and matching
3DOR '13 Proceedings of the Sixth Eurographics Workshop on 3D Object Retrieval
Hi-index | 0.18 |
We describe an object detection system based on mixtures of multiscale deformable part models. Our system is able to represent highly variable object classes and achieves state-of-the-art results in the PASCAL object detection challenges. While deformable part models have become quite popular, their value had not been demonstrated on difficult benchmarks such as the PASCAL data sets. Our system relies on new methods for discriminative training with partially labeled data. We combine a margin-sensitive approach for data-mining hard negative examples with a formalism we call latent SVM. A latent SVM is a reformulation of MI--SVM in terms of latent variables. A latent SVM is semiconvex, and the training problem becomes convex once latent information is specified for the positive examples. This leads to an iterative training algorithm that alternates between fixing latent values for positive examples and optimizing the latent SVM objective function.