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This edited volume contains technical contributions in the field of
computer vision and image processing presented at the First
International Conference on Computer Vision and Image Processing
(CVIP 2016). The contributions are thematically divided based on
their relation to operations at the lower, middle and higher levels
of vision systems, and their applications. The technical
contributions in the areas of sensors, acquisition, visualization
and enhancement are classified as related to low-level operations.
They discuss various modern topics - reconfigurable image system
architecture, Scheimpflug camera calibration, real-time
autofocusing, climate visualization, tone mapping, super-resolution
and image resizing. The technical contributions in the areas of
segmentation and retrieval are classified as related to mid-level
operations. They discuss some state-of-the-art techniques -
non-rigid image registration, iterative image partitioning,
egocentric object detection and video shot boundary detection. The
technical contributions in the areas of classification and
retrieval are categorized as related to high-level operations. They
discuss some state-of-the-art approaches - extreme learning
machines, and target, gesture and action recognition. A
non-regularized state preserving extreme learning machine is
presented for natural scene classification. An algorithm for human
action recognition through dynamic frame warping based on depth
cues is given. Target recognition in night vision through
convolutional neural network is also presented. Use of
convolutional neural network in detecting static hand gesture is
also discussed. Finally, the technical contributions in the areas
of surveillance, coding and data security, and biometrics and
document processing are considered as applications of computer
vision and image processing. They discuss some contemporary
applications. A few of them are a system for tackling blind curves,
a quick reaction target acquisition and tracking system, an
algorithm to detect for copy-move forgery based on circle block, a
novel visual secret sharing scheme using affine cipher and image
interleaving, a finger knuckle print recognition system based on
wavelet and Gabor filtering, and a palmprint recognition based on
minutiae quadruplets.
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Big Data Analytics - 10th International Conference, BDA 2022, Hyderabad, India, December 19-22, 2022, Proceedings (Paperback, 1st ed. 2022)
Partha Pratim Roy, Arvind Agarwal, Tianrui Li, P. Krishna Reddy, R. Uday Kiran
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R1,746
Discovery Miles 17 460
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Ships in 18 - 22 working days
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This book constitutes the proceedings of the 10th International
Conference on Big Data Analytics, BDA 2022, which took place in
Hyderabad, India, in December 2022. The 7 full papers and 7 short
papers presented in this volume were carefully reviewed and
selected from 36 submissions. The book also contains 4 keynote
talks in full-paper length. The papers are organized in the
following topical sections: Big Data Analytics: Vision and
Perspectives; Data Science: Architectures; Data Science:
Applications; Graph Analytics; Pattern Mining; Predictive Analytics
in Agriculture.
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