Mid-level-representation based lexicon for vehicle make and model recognition
M Fraz, EA Edirisinghe… - 2014 22nd International …, 2014 - ieeexplore.ieee.org
In this paper, we present a novel framework for representation of images as a combination of
multiple mid-level feature descriptor representation based group of visual words. The mid …
multiple mid-level feature descriptor representation based group of visual words. The mid …
Classification and identification of vehicle type and make by cortex-like image descriptor HMAX
B Zhang - International Journal of Computational Vision and …, 2014 - inderscienceonline.com
Identification of vehicle types from images is a challenging task. Though several methods
have been proposed, most of the works has been done in strictly controlled conditions …
have been proposed, most of the works has been done in strictly controlled conditions …
Vehicle type classification using distributions of structural and appearance-based features
Classifying vehicle types from an image is a challenging task due to various light conditions
and background interferences. We present a vehicle type classification method using …
and background interferences. We present a vehicle type classification method using …
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 …
surveillance framework. We develop a repeatable and discriminative feature based on edge …
Vehicle logo recognition based on interior structure using SIFT descriptor and neural network
R Lipikorn, N Cooharojananone… - 2014 International …, 2014 - ieeexplore.ieee.org
This paper presents an approach for automatic recognition of vehicle make from its logo in a
front-view image using SIFT descriptor of interior structure and back-propagation neural …
front-view image using SIFT descriptor of interior structure and back-propagation neural …
Contextual exemplar classifier-based image representation for classification
The use of local features for image representation has become popular in recent years.
Local features are often used in the bag-of-visual-words scheme. Although proven effective …
Local features are often used in the bag-of-visual-words scheme. Although proven effective …
Vehicle Characteristic Recognition by Appearance: Computer Vision Methods for Vehicle Make, Color, and License Plate Classification
This paper intends to analyze the recognition of vehicle characteristics from appearance. In
comparison to other use cases, like facial recognition, where image-based target recognition …
comparison to other use cases, like facial recognition, where image-based target recognition …
Image recognition by learned linear subspace of combined bag-of-features and low-level features
Image category recognition is important to access visual information on the level of objects
and scene types. This paper combines different feature representations of images and learn …
and scene types. This paper combines different feature representations of images and learn …
Image categorization by learned PCA subspace of combined visual-words and low-level features
Image category recognition is important to access visual information on the level of objects
and scene types. This paper combines different feature representations of images and learn …
and scene types. This paper combines different feature representations of images and learn …
Image classification using super-vector coding of local image descriptors
This paper introduces a new framework for image classification using local visual
descriptors. The pipeline first performs a nonlinear feature transformation on descriptors …
descriptors. The pipeline first performs a nonlinear feature transformation on descriptors …