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PROCEEDINGS VOLUME 10696

Tenth International Conference on Machine Vision (ICMV 2017)
Editor(s): Antanas Verikas; Petia Radeva; Dmitry Nikolaev; Jianhong Zhou
For the purchase of this volume in printed format, please visit Proceedings.com

Volume Details

Volume Number: 10696
Date Published: 18 April 2018

Table of Contents
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Front Matter: Volume 10696
Author(s): Proceedings of SPIE
Analysis of straw row in the image to control the trajectory of the agricultural combine harvester (Erratum)
Author(s): Aleksandr Yurievich Shkanaev; Darya Alekseevna Krokhina; Dmitry Valerevich Polevoy; Aleksei Vladimirovich Panchenko; Dmitry Lvovitch Sholomov; Rinat Nailevish Sadekov
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Geometry-based populated chessboard recognition
Author(s): Youye Xie; Gongguo Tang; William Hoff
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Biometric identification based on feature fusion with PCA and SVM
Author(s): László Lefkovits; Szidónia Lefkovits; Simina Emerich
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Comparison of the scanned pages of the contractual documents
Author(s): Elena Andreeva; Vladimir V. Arlazarov; Temudzhin Manzhikov; Oleg Slavin
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Textual blocks rectification method based on fast Hough transform analysis in identity documents recognition
Author(s): P. V. Bezmaternykh; D. P. Nikolaev; V. L. Arlazarov
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Deep learning based beat event detection in action movie franchises
Author(s): N. Ejaz; U. A. Khan; M. A. Martínez-del-Amor; H. Sparenberg
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Compressed multi-block local binary pattern for object tracking
Author(s): Tianwen Li; Yun Gao; Lei Zhao; Hao Zhou
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Enhanced online convolutional neural networks for object tracking
Author(s): Dengzhuo Zhang; Yun Gao; Hao Zhou; Tianwen Li
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Automated grain extraction and classification by combining improved region growing segmentation and shape descriptors in electromagnetic mill classification system
Author(s): Sebastian Budzan
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Distribution majorization of corner points by reinforcement learning for moving object detection
Author(s): Hao Wu; Hao Yu; Dongxiang Zhou; Yongqiang Cheng
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Performance improvement of multi-class detection using greedy algorithm for Viola-Jones cascade selection
Author(s): Alexander A. Tereshin; Sergey A. Usilin; Vladimir V. Arlazarov
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Vision based speed breaker detection for autonomous vehicle
Author(s): Arvind C.S.; Ritesh Mishra; Kumar Vishal; Venugopal Gundimeda
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Deep learning architecture for recognition of abnormal activities
Author(s): Marwa Khatrouch; Mariem Gnouma; Ridha Ejbali; Mourad Zaied
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Multi person detection and tracking based on hierarchical level-set method
Author(s): Chadia Khraief; Faouzi Benzarti; Hamid Amiri
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Vanishing points detection using combination of fast Hough transform and deep learning
Author(s): Alexander Sheshkus; Anastasia Ingacheva; Dmitry Nikolaev
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Aggregated channels network for real-time pedestrian detection
Author(s): Farzin Ghorban; Javier Marín; Yu Su; Alessandro Colombo; Anton Kummert
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Algorithm for covert convoy of a moving target using a group of autonomous robots
Author(s): Igor Polyakov; Evgeny Shvets
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Compressed normalized block difference for object tracking
Author(s): Yun Gao; Dengzhuo Zhang; Donglan Cai; Hao Zhou; Ge Lan
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Neural network-based feature point descriptors for registration of optical and SAR images
Author(s): Dmitry Abulkhanov; Ivan Konovalenko; Dmitry Nikolaev; Alexey Savchik; Evgeny Shvets; Dmitry Sidorchuk
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FPFH-based graph matching for 3D point cloud registration
Author(s): Jiapeng Zhao; Chen Li; Lihua Tian; Jihua Zhu
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Graphic matching based on shape contexts and reweighted random walks
Author(s): Mingxuan Zhang; Dongmei Niu; Xiuyang Zhao; Mingjun Liu
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A comparative analysis of image features between weave embroidered Thangka and piles embroidered Thangka
Author(s): Zhenjiang Li; Weilan Wang
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From image captioning to video summary using deep recurrent networks and unsupervised segmentation
Author(s): Bogdan-Andrei Morosanu; Camelia Lemnaru
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A novel automatic segmentation workflow of axial breast DCE-MRI
Author(s): Feten Besbes; Norhene Gargouri; Alima Damak; Dorra Sellami
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Breast mass segmentation in mammograms combining fuzzy c-means and active contours
Author(s): Marwa Hmida; Kamel Hamrouni; Basel Solaiman; Sana Boussetta
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An adhered-particle analysis system based on concave points
Author(s): Wencheng Wang; Fengnian Guan; Lin Feng
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Segmentation algorithm on smartphone dual camera: application to plant organs in the wild
Author(s): Sarah Bertrand; Guillaume Cerutti; Laure Tougne
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Video segmentation using keywords
Author(s): Vinh Ton-That; Chi-Tai Vong; Xuan-Truong Nguyen-Dao; Minh-Triet Tran
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Fast words boundaries localization in text fields for low quality document images
Author(s): Dmitry Ilin; Dmitriy Novikov; Dmitry Polevoy; Dmitry Nikolaev
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Early detection of lung cancer from CT images: nodule segmentation and classification using deep learning
Author(s): Manu Sharma; Jignesh S. Bhatt; Manjunath V. Joshi
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Singular spectrum decomposition of Bouligand-Minkowski fractal descriptors: an application to the classification of texture Images
Author(s): João Batista Florindo
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Classification of time-series images using deep convolutional neural networks
Author(s): Nima Hatami; Yann Gavet; Johan Debayle
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Gender classification from face images by using local binary pattern and gray-level co-occurrence matrix
Author(s): Betül Uzbaş; Ahmet Arslan
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Training a whole-book LSTM-based recognizer with an optimal training set
Author(s): Mohammad Reza Soheili; Mohammad Reza Yousefi; Ehsanollah Kabir; Didier Stricker
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A deep learning pipeline for Indian dance style classification
Author(s): Swati Dewan; Shubham Agarwal; Navjyoti Singh
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Automatic white blood cell classification using pre-trained deep learning models: ResNet and Inception
Author(s): Mehdi Habibzadeh; Mahboobeh Jannesari; Zahra Rezaei; Hossein Baharvand; Mehdi Totonchi
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Convolutional neural network with transfer learning for rice type classification
Author(s): Vaibhav Amit Patel; Manjunath V. Joshi
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Comparison of classification algorithms for various methods of preprocessing radar images of the MSTAR base
Author(s): A. A. Borodinov; V. V. Myasnikov
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Mobile and embedded fast high resolution image stitching for long length rectangular monochromatic objects with periodic structure
Author(s): Elena Limonova; Daniil Tropin; Boris Savelyev; Igor Mamay; Dmitry Nikolaev
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Modification of YAPE keypoint detection algorithm for wide local contrast range images
Author(s): A. Lukoyanov; D. Nikolaev; I. Konovalenko
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Reducing noise component on medical images
Author(s): Evgeny Semenishchev; Viacheslav Voronin; Vladimir Dub; Oksana Balabaeva
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Image quality assessment for selfies with and without super resolution
Author(s): Aya Kubota; Seiichi Gohshi
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Toward a perceptual image quality assessment of color quantized images
Author(s): Mariusz Frackiewicz; Henryk Palus
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Spatio-thermal depth correction of RGB-D sensors based on Gaussian processes in real-time
Author(s): Christoph Heindl; Thomas Pönitz; Gernot Stübl; Andreas Pichler; Josef Scharinger
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Analysis of computer images in the presence of metals
Author(s): Alexey Buzmakov; Anastasia Ingacheva; Victor Prun; Dmitry Nikolaev; Marina Chukalina; Claudio Ferrero; Victor Asadchikov
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Optimization of the hierarchical interpolator for image compression
Author(s): Mikhail Gashnikov
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Sum of top-hat transform based algorithm for vessel enhancement in MRA images
Author(s): Hibet-Allah Ouazaa; Hajer Jlassi; Kamel Hamrouni
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A detail-preserved and luminance-consistent multi-exposure image fusion algorithm
Author(s): Guanquan Wang; Yue Zhou
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3D shape recovery from image focus using Gabor features
Author(s): Fahad Mahmood; Jawad Mahmood; Ayesha Zeb; Javaid Iqbal
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The method for homography estimation between two planes based on lines and points
Author(s): Julia Shemiakina; Alexander Zhukovsky; Dmitry Nikolaev
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Document localization algorithms based on feature points and straight lines
Author(s): Natalya Skoryukina; Julia Shemiakina; Vladimir L. Arlazarov; Igor Faradjev
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Perception-oriented fusion of multi-sensor imagery: visible, IR, and SAR
Author(s): D. Sidorchuk; V. Volkov; S. Gladilin
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Wire connector classification with machine vision and a novel hybrid SVM
Author(s): Vedang Chauhan; Keyur D. Joshi; Brian W. Surgenor
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High-resolution hyperspectral ground mapping for robotic vision
Author(s): Frank Neuhaus; Christian Fuchs; Dietrich Paulus
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A study on low-cost, high-accuracy, and real-time stereo vision algorithms for UAV power line inspection
Author(s): Hongyu Wang; Baomin Zhang; Xun Zhao; Cong Li; Cunyue Lu
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Drawing a baseline in aesthetic quality assessment
Author(s): Fernando Rubio; M. Julia Flores; Jose M. Puerta
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Fuzzy classification for strawberry diseases-infection using machine vision and soft-computing techniques
Author(s): Hamit Altıparmak; Mohamad Al Shahadat; Ehsan Kiani; Kamil Dimililer
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A low-cost machine vision system for the recognition and sorting of small parts
Author(s): Gustavo Barea; Brian W. Surgenor; Vedang Chauhan; Keyur D. Joshi
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Three main paradigms of simultaneous localization and mapping (SLAM) problem
Author(s): Vandad Imani; Keijo Haataja; Pekka Toivanen
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Computer vision system: a tool for evaluating the quality of wheat in a grain tank
Author(s): Uryi Igorevish Minkin; Aleksei Vladimirovich Panchenko; Aleksandr Yurievich Shkanaev; Ivan Andreevich Konovalenko; Dmitry Nikolaevich Putintsev; Rinat Nailevish Sadekov
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Using virtual environment for autonomous vehicle algorithm validation
Author(s): Aleksandrs Levinskis
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Reinforcement learning in computer vision
Author(s): A. V. Bernstein; E. V. Burnaev
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Aerial images visual localization on a vector map using color-texture segmentation
Author(s): I. A. Kunina; L. M. Teplyakov; A. P. Gladkov; T. M. Khanipov; D. P. Nikolaev
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Image quality assessment for video stream recognition systems
Author(s): Timofey S. Chernov; Nikita P. Razumnuy; Alexander S. Kozharinov; Dmitry P. Nikolaev; Vladimir V. Arlazarov
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Recurrent neural network based virtual detection line
Author(s): Roberts Kadikis
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First stereo video dataset with ground truth for remote car pose estimation using satellite markers
Author(s): Gustavo Gil; Giovanni Savino; Marco Pierini
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Method of determining the necessary number of observations for video stream documents recognition
Author(s): Vladimir V. Arlazarov; Konstantin Bulatov; Temudzhin Manzhikov; Oleg Slavin; Igor Janiszewski
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A no-reference image and video visual quality metric based on machine learning
Author(s): Vladimir Frantc; Viacheslav Voronin; Evgenii Semenishchev; Maxim Minkin; Aliy Delov
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Optimal frame-by-frame result combination strategy for OCR in video stream
Author(s): Konstantin Bulatov; Aleksander Lynchenko; Valeriy Krivtsov
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Satellite markers: a simple method for ground truth car pose on stereo video
Author(s): Gustavo Gil; Giovanni Savino; Simone Piantini; Marco Pierini
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Hierarchical vs non-hierarchical audio indexation and classification for video genres
Author(s): Nouha Dammak; Yassine BenAyed
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Overview of machine vision methods in x-ray imaging and microtomography
Author(s): Alexey Buzmakov; Denis Zolotov; Marina Chukalina; Dmitry Nikolaev; Andrey Gladkov; Anastasia Ingacheva; Ivan Yakimchuk; Victor Asadchikov
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Triadic split-merge sampler
Author(s): Anne C. van Rossum; Hai Xiang Lin; Johan Dubbeldam; H. Jaap van der Herik
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Pixel-wise deblurring imaging system based on active vision for structural health monitoring at a speed of 100 km/h
Author(s): Tomohiko Hayakawa; Yushi Moko; Kenta Morishita; Masatoshi Ishikawa
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Laser projection positioning of spatial contour curves via a galvanometric scanner
Author(s): Junchao Tu; Liyan Zhang
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Blur kernel estimation with algebraic tomography technique and intensity profiles of object boundaries
Author(s): Anastasia Ingacheva; Marina Chukalina; Timur Khanipov; Dmitry Nikolaev
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Formation of the image on the receiver of thermal radiation
Author(s): Tatiana A. Akimenko
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3D shape recovery from image focus using gray level co-occurrence matrix
Author(s): Fahad Mahmood; Umair Munir; Fahad Mehmood; Javaid Iqbal
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Establishing the correspondence between closed contours of objects in images with projective distortions
Author(s): Alexey V. Savchik; Victoria A. Sablina; Dmitry P. Nikolaev
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Real-time stop sign detection and distance estimation using a single camera
Author(s): Wenpeng Wang; Yuxuan Su; Ming Cheng
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Face landmark point tracking using LK pyramid optical flow
Author(s): Gang Zhang; Sikan Tang; Jiaquan Li
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Researches of fruit quality prediction model based on near infrared spectrum
Author(s): Yulin Shen; Lian Li
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Non-parametric adaptative JPEG fragments carving
Author(s): Sabrina Cherifa Amrouche; Dalila Salamani
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2.5d body estimation via refined forest with field-based objective
Author(s): Jaehwan Kim; HoWon Kim
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Rough case-based reasoning system for continues casting
Author(s): Wenbin Su; Zhufeng Lei
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Generation method of synthetic training data for mobile OCR system
Author(s): Yulia S. Chernyshova; Alexander V. Gayer; Alexander V. Sheshkus
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The evaluation of correction algorithms of intensity nonuniformity in breast MRI images: a phantom study
Author(s): Damian Borys; Wojciech Serafin; Kamil Gorczewski; Marek Kijonka; Mariusz Frackiewicz; Henryk Palus
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Ontology based decision system for breast cancer diagnosis
Author(s): Soumaya Trabelsi Ben Ameur; Florence Cloppet; Laurent Wendling; Dorra Sellami
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Age and gender estimation using Region-SIFT and multi-layered SVM
Author(s): Hyunduk Kim; Sang-Heon Lee; Myoung-Kyu Sohn; Byunghun Hwang
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Multiview 3D sensing and analysis for high quality point cloud reconstruction
Author(s): Andrej Satnik; Ebroul Izquierdo; Richard Orjesek
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Hand motion modeling for psychology analysis in job interview using optical flow-history motion image: OF-HMI
Author(s): Intissar Khalifa; Ridha Ejbali; Mourad Zaied
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Speaker emotion recognition: from classical classifiers to deep neural networks
Author(s): Eya Mezghani; Maha Charfeddine; Henri Nicolas; Chokri Ben Amar
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Method of estimation of scanning system quality
Author(s): Eugene Larkin; Vladislav Kotov; Natalya Kotova; Alexander Privalov
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Squeeze-SegNet: a new fast deep convolutional neural network for semantic segmentation
Author(s): Geraldin Nanfack; Azeddine Elhassouny; Rachid Oulad Haj Thami
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Faulty node detection in wireless sensor networks using a recurrent neural network
Author(s): Jamila Atiga; Nour Elhouda Mbarki; Ridha Ejbali; Mourad Zaied
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Laban movement analysis to classify emotions from motion
Author(s): Swati Dewan; Shubham Agarwal; Navjyoti Singh
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A new centrality measure for identifying influential nodes in social networks
Author(s): Delel Rhouma; Lotfi Ben Romdhane
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