Dynamic scene understanding: The role of orientation features in space and time in scene classification

KG Derpanis, M Lecce, K Daniilidis… - 2012 IEEE Conference …, 2012 - ieeexplore.ieee.org
Natural scene classification is a fundamental challenge in computer vision. By far, the
majority of studies have limited their scope to scenes from single image stills and thereby …

Classification of images in fog and fog-free scenes for use in vehicles

M Pavlic, G Rigoll, S Ilic - 2013 IEEE Intelligent Vehicles …, 2013 - ieeexplore.ieee.org
Today modern vehicles are often equipped with a camera, which captures the scene in front
of the vehicle. The recognition of weather conditions with this camera can help to improve …

Observing the natural world with Flickr

J Wang, M Korayem, D Crandall - Proceedings of the IEEE …, 2013 - cv-foundation.org
The billions of public photos on online social media sites contain a vast amount of latent
visual information about the world. In this paper, we study the feasibility of observing the …

Scene parsing using region-based generative models

MR Boutell, J Luo, CM Brown - IEEE transactions on …, 2006 - ieeexplore.ieee.org
Semantic scene classification is a challenging problem in computer vision. In contrast to the
common approach of using low-level features computed from the whole scene, we propose" …

Leveraging probabilistic season and location context models for scene understanding

J Yu, J Luo - Proceedings of the 2008 international conference on …, 2008 - dl.acm.org
Recent research has shown the power of context-aware scene understanding in bridging
the semantic gap between high-level semantic concepts and low-level image features. In …

Home interior classification using SIFT keypoint histograms

B Ayers, M Boutell - … IEEE Conference on Computer Vision and …, 2007 - ieeexplore.ieee.org
Semantic scene classification, the process of categorizing photographs into a discrete set of
classes using pattern recognition techniques, is a useful ability for image annotation …

Automatic segmentation of indoor and outdoor scenes from visual lifelogging

J Buhagiar, N Strisciuglio, N Petkov… - … of Intelligent Systems, 2018 - ebooks.iospress.nl
Visual Lifelogging is the process of kee** track of one's life through wearable cameras.
The focus of this research is to automatically classify images, captured from a wearable …

A multilabel approach using binary relevance and one-versus-rest least squares twin support vector machine for scene classification

D Tomar, S Agarwal - 2016 Second International Conference …, 2016 - ieeexplore.ieee.org
The classification of an image scene having multiple class labels produces significant
challenge to the researchers. A semantic scene may be described by multiple objects or by …

Scene classification using pLSA with visterm spatial location

S Kim, D Kim - Proceedings of the 1st international workshop on …, 2009 - dl.acm.org
This paper proposes a novel scene classification method that represents a scene as a latent
aspect distribution using the probabilistic latent semantic analysis (pLSA) with visterm …

[PDF][PDF] Image classification using fusion of holistic visual descriptions

P Shrivastava, KK Bhoyar… - International Journal of …, 2016 - mecs-press.org
An efficient approach for scene classification is necessary for automatically labeling an
image as well as for retrieval of desired images from large scale repositories. In this paper …