Bag‐of‐words representation in image annotation: a review

CF Tsai - International Scholarly Research Notices, 2012 - Wiley Online Library
Content‐based image retrieval (CBIR) systems require users to query images by their low‐
level visual content; this not only makes it hard for users to formulate queries, but also can …

Wxbs: Wide baseline stereo generalizations

D Mishkin, J Matas, M Perdoch, K Lenc - arxiv preprint arxiv:1504.06603, 2015 - arxiv.org
We have presented a new problem--the wide multiple baseline stereo (WxBS)--which
considers matching of images that simultaneously differ in more than one image acquisition …

[PDF][PDF] Place recognition with WxBS retrieval

D Mishkin, M Perdoch, J Matas - CVPR 2015 workshop on visual …, 2015 - academia.edu
We present a novel visual place recognition method designed for operation in challenging
conditions such as encountered in day to night or winter to summer matching. The proposed …

Multimodal latent topic analysis for image collection summarization

JE Camargo, FA González - Information Sciences, 2016 - Elsevier
This paper presents a multimodal latent topic analysis method for the construction of image
collection summaries. The method automatically selects a set of prototypical images from a …

Learning near duplicate image pairs using convolutional neural networks

Y Zhang, Y Zhang, J Sun, H Li, Y Zhu - International Journal of …, 2018 - ijpe-online.com
In this paper, we illustrate how to learn a general straightforward similarity function from raw
image pairs, which is a fundamental task in computer vision. To encode the function …

Content-based image indexing by data clustering and inverse document frequency

R Grycuk, M Gabryel, M Korytkowski… - … , and Structures: 10th …, 2014 - Springer
In this paper we present an algorithm for creating and searching large image databases.
Effective browsing and searching such collections of images based on their content is one of …

Global-scale object detection using satellite imagery

M Hamid, S O'hara - US Patent 9,922,265, 2018 - Google Patents
(57) ABSTRACT A system for performing global scale object detection using satellite
imagery, comprising an object detection server that receives and analyzes image data to …

Practical scalable image analysis and indexing using Hadoop

JS Hare, S Samangooei, PH Lewis - Multimedia Tools and Applications, 2014 - Springer
The ability to handle very large amounts of image data is important for image analysis,
indexing and retrieval applications. Sadly, in the literature, scalability aspects are often …

[PDF][PDF] Elliptical asift agglomeration in class prototype for logo detection.

R Boia, C Florea, L Florea - BMVC, 2015 - Citeseer
Logo localization and recognition is difficult in natural images due to perspective
deformations, varying background, possible occlusions, scaling variability; furthermore, the …

Feature detection

R Scherer, R Scherer - Computer Vision Methods for Fast Image …, 2020 - Springer
Computer vision relies on image features describing points, edges, objects or colour. The
book concerns solely so-called hand-made features contrary to learned features which exist …