Generalizing the Lucas-Kanade algorithm for histogram-based tracking
Pattern Recognition Letters
EURASIP Journal on Advances in Signal Processing
Thermo-visual feature fusion for object tracking using multiple spatiogram trackers
Machine Vision and Applications
Joint Bayesian Tracking of Head Location and Pose from Low-Resolution Video
Multimodal Technologies for Perception of Humans
A spatial-color mean-shift object tracking algorithm with scale and orientation estimation
Pattern Recognition Letters
Robust object tracking with background-weighted local kernels
Computer Vision and Image Understanding
Viewpoint Invariant Pedestrian Recognition with an Ensemble of Localized Features
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
A motion observable representation using color correlogram and its applications to tracking
Computer Vision and Image Understanding
Synthetic data generation technique in Signer-independent sign language recognition
Pattern Recognition Letters
Accurate appearance-based Bayesian tracking for maneuvering targets
Computer Vision and Image Understanding
Closed-world tracking of multiple interacting targets for indoor-sports applications
Computer Vision and Image Understanding
Approximate Bayesian methods for kernel-based object tracking
Computer Vision and Image Understanding
Nonlinear Mean Shift over Riemannian Manifolds
International Journal of Computer Vision
A local-motion-based probabilistic model for visual tracking
Pattern Recognition
Mean Shift Parallel Tracking on GPU
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
VUPoints: collaborative sensing and video recording through mobile phones
Proceedings of the 1st ACM workshop on Networking, systems, and applications for mobile handhelds
Video Sequences Association for People Re-identification across Multiple Non-overlapping Cameras
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Gradient magnitude vs. feature size: comparing 2D histograms for transfer function specification
Proceedings of the 2009 Computer Graphics International Conference
VUPoints: collaborative sensing and video recording through mobile phones
ACM SIGCOMM Computer Communication Review
A lie group based spatiogram similarity measure
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
An incremental Bhattacharyya dissimilarity measure for particle filtering
Pattern Recognition
Spatial pyramid based histogram representation for visual tracking with partial occlusion
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Multiple people labeling and tracking using stereo for human computer interaction
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
Fragments based parametric tracking
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Evaluating descriptors performances for object tracking on natural video data
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
People re-identification by spectral classification of silhouettes
Signal Processing
A statistical image retrieval method using color invariant
CIRA'09 Proceedings of the 8th IEEE international conference on Computational intelligence in robotics and automation
MoVi: mobile phone based video highlights via collaborative sensing
Proceedings of the 8th international conference on Mobile systems, applications, and services
Kernel covariance image region description for object tracking
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Tracking people in video sequences using multiple models
Multimedia Tools and Applications
Online visual tracking with histograms and articulating blocks
Computer Vision and Image Understanding
An embedded audio-visual tracking and speech purification system on a dual-core processor platform
Microprocessors & Microsystems
Highlights: event coverage in mobile social networks
ACM SIGMOBILE Mobile Computing and Communications Review
Proceedings of the international conference on Multimedia
People reacquisition across multiple cameras with disjoint views
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
Visual tracking using a pixelwise spatiotemporal oriented energy representation
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Spatiogram based fast mode decision in spatial scalable video coding
PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
Discriminative nonorthogonal binary subspace tracking
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Object tracking using parallel local colour histogram method
International Journal of Computational Vision and Robotics
Hausdorff matching based SVD-covariance descriptor for object tracking
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
A novel histogram-based feature representation and its application in sport players classification
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Adaptive multi-cue tracking by online appearance learning
Neurocomputing
Probabilistic index histogram for robust object tracking
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Exploring alternative spatial and temporal dense representations for action recognition
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Spatial color histogram based center voting method for subsequent object tracking and segmentation
Image and Vision Computing
Effective appearance model and similarity measure for particle filtering and visual tracking
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Local greylevel appearance histogram based texture segmentation
IWDM'10 Proceedings of the 10th international conference on Digital Mammography
A compact association of particle filtering and kernel based object tracking
Pattern Recognition
Automatic image tagging using community-driven online image databases
AMR'08 Proceedings of the 6th international conference on Adaptive Multimedia Retrieval: identifying, Summarizing, and Recommending Image and Music
Towards pervasive eye tracking using low-level image features
Proceedings of the Symposium on Eye Tracking Research and Applications
Robust head tracking with particles based on multiple cues fusion
ECCV'06 Proceedings of the 2006 international conference on Computer Vision in Human-Computer Interaction
Real-Time viewfinder composition assessment and recommendation to mobile photographing
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
InSight: recognizing humans without face recognition
Proceedings of the 14th Workshop on Mobile Computing Systems and Applications
Covariance descriptor multiple object tracking and re-identification with colorspace evaluation
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Object tracking across non-overlapping cameras using adaptive models
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Human activities recognition using depth images
Proceedings of the 21st ACM international conference on Multimedia
A survey of appearance models in visual object tracking
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
FOCUS: clustering crowdsourced videos by line-of-sight
Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems
People reidentification in surveillance and forensics: A survey
ACM Computing Surveys (CSUR)
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We introduce the concept of a spatiogram, which is a generalization of a histogram that includes potentially higher order moments. A histogram is a zeroth-order spatiogram, while second-order spatiograms contain spatial means and covariances for each histogram bin. This spatial information still allows quite general transformations, as in a histogram, but captures a richer description of the target to increase robustness in tracking. We show how to use spatiograms in kernel-based trackers, deriving a mean shift procedure in which individual pixels vote not only for the amount of shift but also for its direction. Experiments show improved tracking results compared with histograms, using both mean shift and exhaustive local search.