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Object Recognition (I.4.8...)
Dense 3D-convolutional neural network for person re-identification in videos
Liu J., Zha Z., Chen X., Wang Z., Zhang Y. ACM Transactions on Multimedia Computing, Communications, and Applications 15(1s): 1-19, 2019. Type: Article
It is well known that the current types of neural networks perform quite well in identifying faces in (still) images. But what about re-identifying moving pedestrians in non-overlapping video sequences taken from different cameras?...
Apr 19 2019
Facial expression analysis and expression-invariant face recognition by manifold-based synthesis
Peng Y., Yin H. Machine Vision and Applications 29(2): 263-284, 2018. Type: Article
Although an old topic of exploration, facial expression has become an important field of research. Marketing and medical research frequently use emotion analysis to identify customer needs and emotions....
Aug 23 2018
Instance-based object recognition in 3D point clouds using discriminative shape primitives
Zhang J., Sun J. Machine Vision and Applications 29(2): 285-297, 2018. Type: Article
The subject matter of this paper is 3D object recognition, particularly the detection of “objects of interest from cluttered 3D scenes” along with 3D poses of the objects. In fact, the authors study instance-based 3D object recognition...
Jun 5 2018
Real-time fingerprint image enhancement with a two-stage algorithm and block-local normalization
Kočevar M., Kotnik B., Chowdhury A., Kačič Z. Journal of Real-Time Image Processing 13(4): 773-782, 2017. Type: Article
Personal identification through the use of fingerprints is probably the most used biometric modality, and its accuracy is crucial in applications critical to society and business. Improved methods for preprocessing, feature extraction, and matchin...
Mar 28 2018
Salient object detection: a discriminative regional feature integration approach
Wang J., Jiang H., Yuan Z., Cheng M., Hu X., Zheng N. International Journal of Computer Vision 123(2): 251-268, 2017. Type: Article
Visual saliency refers to the distinct subjective perceptual quality that allows a particular object in a scene to stand out from the background and from other neighboring objects to grab our attention. It is a fundamental problem in several field...
Nov 1 2017
Presentation attack detection methods for face recognition systems: a comprehensive survey
Ramachandra R., Busch C. ACM Computing Surveys 50(1): 1-37, 2017. Type: Article
This paper deals in general with biometric technology and specifically with facial recognition. In this offering, the authors present an exhaustive review of all pioneering efforts on facial presentation attack detection (PAD) algorithms. Accordin...
May 30 2017
A dimensionality reduction method based on structured sparse representation for face recognition
Gu G., Hou Z., Chen C., Zhao Y. Artificial Intelligence Review 46(4): 431-443, 2016. Type: Article
Face recognition (FR) is considered to be a typical machine learning problem. Among all FR algorithms, popular models include classical linear models such as eigen face, nonlinear models such as manifold learning, and sparse representation-based c...
Jan 23 2017
Novelty detection in data streams
Faria E., Gonçalves I., de Carvalho A., Gama J. Artificial Intelligence Review 45(2): 235-269, 2016. Type: Article
Novelty detection, an important topic in machine learning, is the ability of a classification system to differentiate between known and unknown objects in a pattern. Novelty detection has many real-world applications, like in signal processing, pa...
Oct 12 2016
A comprehensive performance evaluation of 3D local feature descriptors
Guo Y., Bennamoun M., Sohel F., Lu M., Wan J., Kwok N. International Journal of Computer Vision 116(1): 66-89, 2016. Type: Article
For those that are working with 3D point clouds (for example, 3D keypoint detection, 3D local feature descriptors, 3D object recognition/classification/retrieval, 3D scene modeling and reconstruction, and 3D data registration, among many other pos...
Apr 27 2016
Reading the legends of Roman Republican coins
Kavelar A., Zambanini S., Kampel M. Journal on Computing and Cultural Heritage 7(1): 1-20, 2014. Type: Article
If you Google “Republican Roman coins” you will be faced with thousands of fascinating images. There are three identifying features on most of them. Most show a head or object. Most have a mark identifying the mint. Most have a word kn...
Sep 14 2015
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