Robust regression and outlier detection
Robust regression and outlier detection
Salient video stills: content and context preserved
MULTIMEDIA '93 Proceedings of the first ACM international conference on Multimedia
VideoMAP and VideoSpaceIcon: tools for anatomizing video content
CHI '93 Proceedings of the INTERACT '93 and CHI '93 Conference on Human Factors in Computing Systems
Segmentation of moving objects by robust motion parameter estimation over multiple frames
ECCV '94 Proceedings of the third European conference on Computer Vision (Vol. II)
Cooperative Robust Estimation Using Layers of Support
IEEE Transactions on Pattern Analysis and Machine Intelligence
Detecting and Tracking Multiple Moving Objects Using Temporal Integration
ECCV '92 Proceedings of the Second European Conference on Computer Vision
Hierarchical Model-Based Motion Estimation
ECCV '92 Proceedings of the Second European Conference on Computer Vision
Euclidean Reconstruction from Uncalibrated Views
Proceedings of the Second Joint European - US Workshop on Applications of Invariance in Computer Vision
Direct Method for Visual Scene Reconstruction
VSR '95 Proceedings of the IEEE Workshop on Representation of Visual Scenes
Representation of Scenes from Collections of Images
VSR '95 Proceedings of the IEEE Workshop on Representation of Visual Scenes
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Model-based 2D&3D dominant motion estimation for mosaicing and video representation
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Mosaic based representations of video sequences and their applications
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Pfinder: Real-Time Tracking of the Human Body
IEEE Transactions on Pattern Analysis and Machine Intelligence
PanoramaExcerpts: extracting and packing panoramas for video browsing
MULTIMEDIA '97 Proceedings of the fifth ACM international conference on Multimedia
Alignment Using Distributions of Local Geometric Properties
IEEE Transactions on Pattern Analysis and Machine Intelligence
Stereo Matching with Transparency and Matting
International Journal of Computer Vision - 1998 Marr Prize
International Journal of Computer Vision
Constructing a Multivalued Representation for View Synthesis
International Journal of Computer Vision
A framework for virtual videography
Proceedings of the 2nd international symposium on Smart graphics
Mosaic representations of video sequences based on slice image analysis
Pattern Recognition Letters
Multimedia Tools and Applications
VisualGREP: A Systematic Method to Compare and RetrieveVideo Sequences
Multimedia Tools and Applications
Probabilistic Detection and Tracking of Motion Boundaries
International Journal of Computer Vision - Special issue on Genomic Signal Processing
Generalized Mosaicing: Wide Field of View Multispectral Imaging
IEEE Transactions on Pattern Analysis and Machine Intelligence
Overview of the MPEG-7 standard and of future challenges for visual information analysis
EURASIP Journal on Applied Signal Processing - Image analysis for multimedia interactive services - part I
Outlier Modeling in Image Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Layered Motion Representation with Occlusion and Compact Spatial Support
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Motion Segmentation by Tracking Edge Information over Multiple Frames
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part II
Behind the Image Sequence: The Semantics of Moving Shapes
IWVF-4 Proceedings of the 4th International Workshop on Visual Form
ICCV '99 Proceedings of the International Workshop on Vision Algorithms: Theory and Practice
Interactive 3D Modeling from Multiple Images Using Scene Regularities
SMILE'98 Proceedings of the European Workshop on 3D Structure from Multiple Images of Large-Scale Environments
Maximum Likelihood Estimation of the Template of a Rigid Moving Object
EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
Semantic Annotation and Indexing of News and Sports Videos
SOFSEM '02 Proceedings of the 29th Conference on Current Trends in Theory and Practice of Informatics: Theory and Practice of Informatics
A Compact and Retrieval-Oriented Video Representation Using Mosaics
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Morphological Tools for Robust Key-Region Extraction and Video Shot Modeling
Scale-Space '01 Proceedings of the Third International Conference on Scale-Space and Morphology in Computer Vision
Qualitative Camera Motion Classification for Content-Based Video Indexing
PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Object Recognition for Video Retrieval
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Bayesian inference of visual motion boundaries
Exploring artificial intelligence in the new millennium
A Statistical Framework for Long-Range Feature Matching in Uncalibrated Image Mosaicing
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
A Layered Approach to Stereo Reconstruction
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Mosaics of Scenes with Moving Objects
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
A Spatiotemporal Motion Model for Video Summarization
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
International Journal of Computer Vision
Machine Vision and Applications
Layered Motion Segmentation and Depth Ordering by Tracking Edges
IEEE Transactions on Pattern Analysis and Machine Intelligence
Extracting View-Dependent Depth Maps from a Collection of Images
International Journal of Computer Vision - Special Issue on Research at Microsoft Corporation
Real time repeated video sequence identification
Computer Vision and Image Understanding
Structuring home video by snippet detection and pattern parsing
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Tensor Voting for Image Correction by Global and Local Intensity Alignment
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
Accurate 3D Tracking of Rigid Objects with Occlusion Using Active Appearance Models
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Shape-From-Silhouette Across Time Part I: Theory and Algorithms
International Journal of Computer Vision
LAMP: 3D layered, adaptive-resolution, and multi-perspective panorama—a new scene representation
Computer Vision and Image Understanding - Model-based and image-based 3D scene representation for interactive visalization
Fast stitching algorithm for moving object detection and mosaic construction
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Clustering in video data: Dealing with heterogeneous semantics of features
Pattern Recognition
Segmentation and tracking of multiple video objects
Pattern Recognition
Learning active appearance models from image sequences
VisHCI '06 Proceedings of the HCSNet workshop on Use of vision in human-computer interaction - Volume 56
Overview of the MPEG-7 standard and of future challenges for visual information analysis
EURASIP Journal on Applied Signal Processing
Real-time multi-step view reconstruction for a virtual teleconference system
EURASIP Journal on Applied Signal Processing
Motion pattern-based video classification and retrieval
EURASIP Journal on Applied Signal Processing
Image alignment and stitching: a tutorial
Foundations and Trends® in Computer Graphics and Vision
Super-resolution mosaicing from MPEG compressed video
Image Communication
Detection and segmentation of moving objects in complex scenes
Computer Vision and Image Understanding
EURASIP Journal on Advances in Signal Processing
Multimedia Tools and Applications
ACM SIGGRAPH 2010 papers
View synthesis using stereo vision
View synthesis using stereo vision
Robust subspace clustering by combined use of kNND metric and SVD algorithm
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Motion segmentation using an occlusion detector
WDV'05/WDV'06/ICCV'05/ECCV'06 Proceedings of the 2005/2006 international conference on Dynamical vision
Image segmentation in video sequences: a probabilistic approach
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
Occlusion-Based accurate silhouettes from video streams
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Sequential robust direct motion estimation with equal projective basis
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
Fast panoramic image generation method using morphological corner detection
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
Homography optimization for consistent circular panorama generation
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
2D motion description and contextual motion analysis: issues and new models
SCVMA'04 Proceedings of the First international conference on Spatial Coherence for Visual Motion Analysis
Foreground objects segmentation for moving camera scenarios based on SCGMM
MUSCLE'11 Proceedings of the 2011 international conference on Computational Intelligence for Multimedia Understanding
Video summarization: techniques and classification
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
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
Hi-index | 0.14 |
An explosion of on-line image and video data in digital form is already well underway. With the exponential rise in interactive information exploration and dissemination through the World-Wide Web (WWW), the major inhibitors of rapid access to on-line video data are costs and management of capture and storage, lack of real-time delivery, and nonavailability of content-based intelligent search and indexing techniques. The solutions for capture, storage, and delivery may be on the horizon or a little beyond. However, even with rapid delivery, the lack of efficient authoring and querying tools for visual content-based indexing may still inhibit as widespread a use of video information as that of text and traditional tabular data is currently.In order to be able to nonlinearly browse and index into videos through visual content, it is necessary to develop authoring tools that can automatically separate moving objects and significant components of the scene, and represent these in a compact form. Given that video data comes in torrents驴almost a megabyte every 30th of a second驴it will be highly inefficient to search for objects and scenes in every frame of a video. In this paper, we present techniques to automatically derive compact representations of scenes and objects from the motion information.Image motion is a significant cue in videos for the separation of scenes into their significant components and for the separation of moving objects. Motion analysis is useful in capturing the visual content of videos for indexing and browsing in two different ways. First, separation of the static scene from moving objects can be accomplished by employing dominant 2D/3D motion estimation methods. Alternatively, if the goal is to be able to represent the fixed scene too as a composition of significant structures and objects, then simultaneous multiple motion methods might be more appropriate. In either case, view-based summarized representations of the scene can be created by video compositing/mosaicing based on the estimated motions. We present robust algorithms for both kinds of representations: 1) dominant motion estimation based techniques which exploit a fairly common occurrence in videos that a mostly fixed background (scene) is imaged with or without independently moving objects, and 2) simultaneous multiple motion estimation and representation of motion video using layered representations. Ample examples of the representations achieved by each method are included in the paper.