Edge-based rich representation for vehicle classification

X Ma, WEL Grimson - … on Computer Vision (ICCV'05) Volume 1, 2005 - ieeexplore.ieee.org
In this paper, we propose an approach to vehicle classification under a mid-field
surveillance framework. We develop a repeatable and discriminative feature based on edge …

Improving object classification in far-field video

B Bose, E Grimson - Proceedings of the 2004 IEEE Computer …, 2004 - ieeexplore.ieee.org
Object classification in far-field video sequences is a challenging problem because of low-
resolution imagery and projective image distortion. Most existing far-field classification …

Building a classification cascade for visual identification from one example

A Ferencz, EG Learned-Miller… - Tenth IEEE International …, 2005 - ieeexplore.ieee.org
Object identification (OID) is specialized recognition where the category is known (eg cars)
and the algorithm recognizes an object's exact identity (eg Bob's BMW). Two special …

Shape recognition with edge-based features

K Mikolajczyk, A Zisserman… - British Machine Vision …, 2003 - inria.hal.science
In this paper we describe an approach to recognizing poorly textured objects, that may
contain holes and tubular parts, in cluttered scenes under arbitrary viewing conditions. To …

A vision-based vehicle identification system

CL Huang, WC Liao - … of the 17th International Conference on …, 2004 - ieeexplore.ieee.org
This work presents a vision-based vehicle identification system which consists of object
extraction, object tracking, occlusion detection and segmentation, and vehicle classification …

A mobile vision system for urban detection with informative local descriptors

G Fritz, C Seifert, L Paletta - Fourth IEEE International …, 2006 - ieeexplore.ieee.org
We present a computer vision system for the detection and identification of urban objects
from mobile phone imagery, eg, for the application of tourist information services …

Real-time object classification in video surveillance based on appearance learning

L Zhang, SZ Li, X Yuan, S Xiang - 2007 IEEE conference on …, 2007 - ieeexplore.ieee.org
Classifying moving objects to semantically meaningful categories is important for automatic
visual surveillance. However, this is a challenging problem due to the factors related to the …

Sigma set: A small second order statistical region descriptor

X Hong, H Chang, S Shan, X Chen… - 2009 IEEE Conference …, 2009 - ieeexplore.ieee.org
Given an image region of pixels, second order statistics can be used to construct a
descriptor for object representation. One example is the covariance matrix descriptor, which …

Real-time license plate recognition on an embedded DSP-platform

C Arth, F Limberger, H Bischof - 2007 IEEE Conference on …, 2007 - ieeexplore.ieee.org
In this paper we present a full-featured license plate detection and recognition system. The
system is implemented on an embedded DSP platform and processes a video stream in real …

Improved vehicle classification in long traffic video by cooperating tracker and classifier modules

B Morris, M Trivedi - … Conference on Video and Signal Based …, 2006 - ieeexplore.ieee.org
Visual surveillance systems intend to extract meaning from a scene. Two initial steps for this
extraction are the detection and tracking of objects followed by the classification of these …