NDLI: Nonparametric state machine with multiple features for abnormal object classification

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2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)

2014 11th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)

Message from general chairs

Organizing committee

Technical program committee

Keynote lecture 1: “Video analysis of human body”

Keynote lecture 2: “Riemannian manifolds, kernels and learning”

Keynote lecture 3: “Intelligent transport systems (ITS) for next generation with advanced surveillance”

Effective license plate detection using fast candidate region selection and covariance feature based filtering

A time pooled track kernel for person identification

Scene geometry from moving objects

Regularised region-based Mixture of Gaussians for dynamic background modelling

Global tracker: An online evaluation framework to improve tracking quality

$SPN^{2}:$ Single-sided privacy preserving nearest neighbor and its application to face recognition

ASEV — Automatic situation assessment for event-driven video analysis

Adaptive cartooning for privacy protection in camera networks

Cascade classifiers trained on gammatonegrams for reliably detecting audio events

Occlusion-aware 3D multiple object tracker with two cameras for visual surveillance

Energy efficient image transmission using wireless embedded smart cameras

Computation strategies for volume local binary patterns applied to action recognition

Real-time life logging via a depth silhouette-based human activity recognition system for smart home services

Dual frame rate motion detection for memory- and energy-constrained surveillance systems

Representing visual appearance by video Brownian covariance descriptor for human action recognition

Exploiting the deep learning paradigm for recognizing human actions

Silhouettes versus skeletons in gesture-based authentication with Kinect

Surface UP-SR for an improved face recognition using low resolution depth cameras

Fast, robust and automatic 3D face model reconstruction from videos

Dense depth maps-based human pose tracking and recognition in dynamic scenes using ridge data

Abnormal event detection using local sparse representation

Pedestrian zone anomaly detection by non-parametric temporal modelling

Context-based object-of-interest detection for a generic traffic surveillance analysis system

HAck: A system for the recognition of human actions by kernels of visual strings

Human activity recognition in multiview video

Research on high resolution & high sensitivity panoramic surveillance system

TrustEYE.M4: Protecting the sensor — Not the camera

Bit allocation for quality scalability coding of H.264/SVC

Generalized cross-correlation based noise robust abnormal acoustic event localization utilizing non-negative matrix factorization

Improving person re-identification by viewpoint cues

Maximizing face recognition performance for video data under time constraints by using a cascade

MoBio_LivDet: Mobile biometric liveness detection

A soft-biometrics dataset for person tracking and re-identification

Nonparametric state machine with multiple features for abnormal object classification

Visual surveillance briefing system: Event-based video retrieval and summarization

Computation scalable disparity estimation for delay sensitive 3D video surveillance system

Complex algorithm optimization through probabilistic search of its configuration tree

Long-term object tracking for parked vehicle detection

Real-time heads-up display detection in video

Formant-based acoustic features for cow's estrus detection in audio surveillance system

Background subtraction in people detection framework for RGB-D cameras

Localization accuracy of interest point detectors with different scale space representations

Full weighting Hough Forests for object detection

A spatiotemporal background extractor using a single-layer codebook model

Evaluation of object segmentation to improve moving vehicle detection in aerial videos

Camera motion detection for mobile smart cameras using segmented edge-based optical flow

A low-energy video event data recorder using dual image/video codec

Unattended object detection based on edge-segment distributions

Scale preserving PTZ tracking with size estimation using tilt sensory data

An algorithm for the detection of vessels in aerial images

Scene model for video traffic analysis

Image enhancement for extremely low light conditions

Counting people by clustering person detector outputs

Online Bayesian learning and classification of ship-to-ship interactions for port safety

Modeling crowd motions for abnormal activity detection

Local anomaly detection in crowded scenes using Finite-Time Lyapunov Exponent based clustering

Real-time people counting from depth imagery of crowded environments

An MRF based abnormal event detection approach using motion and appearance features

Multi-task learning with over-sampled time-series representation of a trajectory for traffic motion pattern recognition

PETS 2014: Dataset and challenge

Improved color and intensity patch segmentation for human full-body and body-parts detection and tracking

Multicamera trajectory analysis for semantic behaviour characterisation

Complex threat detection: Learning vs. rules, using a hierarchy of features

Close range vehicle detection and tracking by vehicle lights

Automated detection of cars in transmission X-ray images of freight containers

A reliable string kernel based approach for solving queries by sketch

A vision assisted vehicle navigation technique based on topological map construction and scene recognition

Detection of anomalous driving behaviors by unsupervised learning of graphs

Vehicle licence plate recognition using super-resolution technique

Publisher's information

2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance

2012 IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance

2011 8th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)

2010 7th IEEE International Conference on Advanced Video and Signal Based Surveillance

2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance

2008 IEEE Fifth International Conference on Advanced Video and Signal Based Surveillance

2007 IEEE Conference on Advanced Video and Signal Based Surveillance

2006 IEEE International Conference on Video and Signal Based Surveillance

IEEE Conference on Advanced Video and Signal Based Surveillance, 2005.

Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance, 2003.

Nonparametric state machine with multiple features for abnormal object classification

Content Provider	IEEE Xplore Digital Library
Author	Jiman Kim Bongnam Kang
Copyright Year	2014
Description	Author affiliation: Pohang Univ. of Sci. & Technol., Pohang, South Korea (Jiman Kim; Bongnam Kang)
Abstract	Abandoned object and removed object are important abnormal objects in visual surveillance area to predict the crimes such as explosion or theft event. In real situations, most of existing methods using CCD camera show inconsistent performance because they use a lot of threshold values depending on the environmental conditions of target scene such as illumination change, high traffic volume and complex background. We propose a nonparametric state machine with hierarchical structure consisting of three layers. As shown in the experimental results, the proposed method can be applied to general situations because the state transitions is performed by trained SVM classifiers.
Starting Page	199
Ending Page	203
File Size	2028208
Page Count	5
File Format	PDF
ISBN	9781479948710
DOI	10.1109/AVSS.2014.6918668
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-08-26
Publisher Place	South Korea
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Support vector machines Shape Image color analysis Databases Conferences Feature extraction Robustness
Content Type	Text
Resource Type	Article

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