NDLI: Occluded Pedestrian Tracking Using Body-Part Tracklets

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2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA)

2014 International Conference on Digital Image Computing: Techniques and Applications (DICTA)

2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA)

2012 International Conference on Digital Image Computing Techniques and Applications (DICTA)

2011 International Conference on Digital Image Computing: Techniques and Applications

2010 International Conference on Digital Image Computing: Techniques and Applications

Table of contents

Technical Committee and Area Chairs

Focusing the Normalised Information Distance on the Relevant Information Content for Image Similarity

Image Retrieval with a Visual Thesaurus

False Positive Reduction in Colonic Polyp Detection Using Glocal Information

Surface Analysis from Video Volumes for Fetal Alcohol Syndrome Classification

Mammographic Mass Detection with Statistical Region Merging

Decision Level Fusion Using t-Norms

An Efficient Frequency-Domain Velocity-Filter Implementation for Dim Target Detection

Automatic Building Detection Using LIDAR Data and Multispectral Imagery

Accurate Background Modeling for Moving Object Detection in a Dynamic Scene

Adaptive Non-rigid Object Tracking by Fusing Visual and Motional Descriptors

Automated Detection of the Occurrence and Changes of Hot-Spots in Intro-subject FDG-PET Images from Combined PET-CT Scanners

Segmentation of Carotid Arteries in CTA Images

Classification of Melanoma Lesions Using Wavelet-Based Texture Analysis

Segmentation of Dense 2D Bacilli Populations

Direction-Oriented Line Interpolation Using Geometric Duality

A Comparative Study on Contour-Based Corner Detectors

Robust Image Hashing Using Higher Order Spectral Features

Reduction of Colour Artifacts Using Inverse Demosaicking

A Compressive Sensing Approach to Image Restoration

Sorted Random Matrix for Orthogonal Matching Pursuit

Fast Almost-Gaussian Filtering

Bone Segmentation of Magnetic Resonance Images by Gradient Vector Flow Active Contour with Atlas Based Centroid Forces

Image Enhancement for Reducing LCD Backlight Power Based on Human Visual Characteristics

A Novel Gabor Filter Selection Based on Spectral Difference and Minimum Error Rate for Facial Expression Recognition

Asymmetric, Non-unimodal Kernel Regression for Image Processing

Blind Restoration of Fluorescein Angiography Images

Structure-Adaptive Feature Extraction and Representation for Multi-modality Lung Images Retrieval

Camera Ego-Motion Estimation Using Phase Correlation under Planar Motion Constraint

An Enhancement to SIFT-Based Techniques for Image Registration

Malaria Cell Counting Diagnosis within Large Field of View

Detection of Nuclear Buds Based on Ellipse Fitting

Vessel Segmentation from Color Retinal Images with Varying Contrast and Central Reflex Properties

On the Estimation of Extrinsic and Intrinsic Parameters of Optical Microscope Calibration

Local Adaptive SVM for Object Recognition

Unsupervised Detection for Minimizing a Region of Interest around Distinct Object in Natural Images

Enhanced Spatial Pyramid Matching Using Log-Polar-Based Image Subdivision and Representation

Improving News Video Annotation with Semantic Context

Segmenting Characters from License Plate Images with Little Prior Knowledge

A Two-Stage Correlation Method for Stereoscopic Depth Estimation

Evaluating Multi-scale Over-segment and Its Contribution to Real Scene Stereo Matching by High-Order MRFs

Non-rigid Face Tracking Using Short Track-Life Features

Expression-Invariant 3D Face Recognition Using Patched Geodesic Texture Transform

Registration Invariant Representations for Expression Detection

Robust Face Recognition via Accurate Face Alignment and Sparse Representation

An Update-Describe Approach for Human Action Recognition in Surveillance Video

On Constructing Minimal Ghosts

A Novel Neuro Fuzzy Approach to Human Emotion Determination

Realistic Human Action Recognition with Audio Context

Non-cooperative Object Detection in Sea Using Acoustic Sensors

Multiple Views Tracking of Maritime Targets

Human Action Recognition from Boosted Pose Estimation

Occluded Pedestrian Tracking Using Body-Part Tracklets

A Review of Vision-Based Gait Recognition Methods for Human Identification

Multiple Pedestrian Tracking Using Colour and Motion Models

Video Metrology without the Image-to-Ground Homography

A Hardware-Based Surveillance Video Camera Watermark

Robust Dimensionality Reduction for Human Action Recognition

Appearance-Based Re-identification of People in Video

Part Based Recognition of Pedestrians Using Multiple Features and Random Forests

Accurate Silhouettes for Surveillance - Improved Motion Segmentation Using Graph Cuts

Adaptive Stick-Like Features for Human Detection Based on Multi-scale Feature Fusion Scheme

Geo-visualization and Clustering to Support Epidemiology Surveillance Exploration

Motion Estimation with Adaptive Regularization and Neighborhood Dependent Constraint

High Throughput Variable Size Non-square Gabor Engine with Feature Pooling Based on GPU

An Increased Throughput FPGA Design of the JPEG2000 Binary Arithmetic Decoder

Geometric Invariant Shape Classification Using Hidden Markov Model

VSAMS: Video Stabilization Approach for Multiple Sensors

Improved Reconstruction of Flutter Shutter Images for Motion Blur Reduction

Fuzzy Logic-Based Image Fusion for Multi-view Through-the-Wall Radar

An Analytic Approach to Tensor Scale with an Efficient Algorithm and Applications to Image Filtering

Scarf: Semi-automatic Colorization and Reliable Image Fusion

Color Constancy-Based Visibility Enhancement in Low-Light Conditions

L1/2 Sparsity Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing

Compressive Sensing of Time Series for Human Action Recognition

3D Curves Reconstruction from Multiple Images

Robust Extraction of Optic Flow Differentials for Surface Reconstruction

IMU-Aided 3D Reconstruction Based on Multiple Virtual Planes

Multiple Homography Estimation with Full Consistency Constraints

Re-texturing by Intrinsic Video

Evaluation of Direct Plane Fitting for Depth and Parameter Estimation

Web-Based Learning of Naturalized Color Models for Human-Machine Interaction

Texture-Based Estimation of Physical Characteristics of Sand Grains

CRF Based Region Classification Using Spatial Prototypes

Harvesting Web Images for Realistic Facial Expression Recognition

Face Localization Using an Effective Co-evolutionary Genetic Algorithm

Selection of Image Parameters as the First Step towards Creating a CBIR System for the Solar Dynamics Observatory

Graph-Based Text Segmentation Using a Selected Channel Image

Pulse Repetition Interval Modulation Recognition Using Symbolization

Sparse Update for Loopy Belief Propagation: Fast Dense Registration for Large State Spaces

Differentiating Healthy Cartilage and Damaged Cartilage Using Magnetic Resonance Images in a Quantitative Manner

Feature Enhancement Using Gradient Salience on Thermal Image

Colour Adjustment and Specular Removal for Non-uniform Shape from Shading

Improving the Discrimination of Benign and Malignant Breast MRI Lesions Using the Apparent Diffusion Coefficient

A Fast Automatic Ellipse Detector

Automatic Recognition of Smiling and Neutral Facial Expressions

Multimodal Prostate Registration Using Thin-Plate Splines from Automatic Correspondences

Automatic Extraction of Contour Lines from Topographic Maps

On the Automatic Computation of the Arterio-Venous Ratio in Retinal Images: Using Minimal Paths for the Artery/Vein Classification

Chromosome Classification Based on Wavelet Neural Network

Two Non-linear Parametric Models of Contrast Enhancement for DCE-MRI of the Breast Amenable to Fitting Using Linear Least Squares

Empirical Study of Multi-label Classification Methods for Image Annotation and Retrieval

Multiscale Visual Object Detection for Unsupervised Ubiquitous Projection Based on a Portable Projector-Camera System

An Enhancement to Closed-Form Method for Natural Image Matting

A Novel Algorithm for Text Detection and Localization in Natural Scene Images

Learn Concepts in Multiple-Instance Learning with Diverse Density Framework Using Supervised Mean Shift

Linear Feature Detection on GPUs

Publisher's Information

2009 Digital Image Computing: Techniques and Applications

2008 Digital Image Computing: Techniques and Applications

9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications (DICTA 2007)

Digital Image Computing: Techniques and Applications (DICTA'05)

Occluded Pedestrian Tracking Using Body-Part Tracklets

Content Provider	IEEE Xplore Digital Library
Author	Sherrah, J.
Copyright Year	2010
Abstract	Detection of pedestrians under occlusion has been addressed previously with body-part-based approaches, in particular using the generalised Hough transform. Tracking is usually addressed by first detecting pedestrians in each frame independently and then tracking the detections over time. This paper presents a novel variation on the generalised Hough approach: tracking is performed first, and detection second. Robust features on a pedestrian are tracked over short time-frames to form tracklets. Not only do tracklets reduce false alarms due to unstable features, but they provide temporal correspondence information in Hough space. Consequently tracking can be posed as optimal path finding in Hough space and efficiently solved using the Viterbi algorithm. The paper also presents an improvement to the random Hough forest training method by using multi-objective optimisation.
Starting Page	314
Ending Page	319
File Size	2014957
Page Count	6
File Format	PDF
ISBN	9781424488162
DOI	10.1109/DICTA.2010.61
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-12-01
Publisher Place	Australia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Training feature tracking Uncertainty Viterbi algorithm Detectors Transforms pedestrian tracking generalised Hough transform Feature extraction tracklets Optimization
Content Type	Text
Resource Type	Article

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