Which is the best way to organize/classify images by content?

A Bosch, X Munoz, R Marti - Image and vision computing, 2007 - Elsevier
Thousands of images are generated every day, which implies the necessity to classify,
organise and access them using an easy, faster and efficient way. Scene classification, the …

A survey of content-based image retrieval with high-level semantics

Y Liu, D Zhang, G Lu, WY Ma - Pattern recognition, 2007 - Elsevier
In order to improve the retrieval accuracy of content-based image retrieval systems, research
focus has been shifted from designing sophisticated low-level feature extraction algorithms …

Temporal event clustering for digital photo collections

M Cooper, J Foote, A Girgensohn… - ACM Transactions on …, 2005 - dl.acm.org
Organizing digital photograph collections according to events such as holiday gatherings or
vacations is a common practice among photographers. To support photographers in this …

Scatternet: A deep subjective similarity model for visual analysis of scatterplots

Y Ma, AKH Tung, W Wang, X Gao… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Similarity measuring methods are widely adopted in a broad range of visualization
applications. In this work, we address the challenge of representing human perception in the …

Indoor scene recognition through object detection

P Espinace, T Kollar, A Soto… - 2010 IEEE international …, 2010 - ieeexplore.ieee.org
Scene recognition is a highly valuable perceptual ability for an indoor mobile robot,
however, current approaches for scene recognition present a significant drop in …

Multi-level annotation of natural scenes using dominant image components and semantic concepts

J Fan, Y Gao, H Luo - Proceedings of the 12th annual ACM international …, 2004 - dl.acm.org
Automatic image annotation is a promising solution to enable semantic image retrieval via
keywords. In this paper, we propose a multi-level approach to annotate the semantics of …

Ontological inference for image and video analysis

C Town - Machine Vision and Applications, 2006 - Springer
This paper presents an approach to designing and implementing extensible computational
models for perceiving systems based on a knowledge-driven joint inference approach …

Indoor scene recognition by a mobile robot through adaptive object detection

P Espinace, T Kollar, N Roy, A Soto - Robotics and Autonomous Systems, 2013 - Elsevier
Mobile robotics has achieved notable progress, however, to increase the complexity of the
tasks that mobile robots can perform in natural environments, we need to provide them with …

Graspe: Graph based multimodal fusion for robot navigation in unstructured outdoor environments

K Weerakoon, AJ Sathyamoorthy, J Liang… - arXiv preprint arXiv …, 2022 - arxiv.org
We present a novel trajectory traversability estimation and planning algorithm for robot
navigation in complex outdoor environments. We incorporate multimodal sensory inputs …

Statistical modeling and conceptualization of natural images

J Fan, Y Gao, H Luo, G Xu - Pattern Recognition, 2005 - Elsevier
Multi-level annotation of images is a promising solution to enable semantic image retrieval
by using various keywords at different semantic levels. In this paper, we propose a multi …