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PROCEEDINGS VOLUME 10341

Ninth International Conference on Machine Vision (ICMV 2016)
Editor(s): Antanas Verikas; Petia Radeva; Dmitry P. Nikolaev; Wei Zhang; Jianhong Zhou
Format Member Price Non-Member Price
Softcover $90.00 $120.00

Volume Details

Volume Number: 10341
Date Published: 16 August 2017
Softcover: 94 papers (534) pages
ISBN: 9781510611313

Table of Contents
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Front Matter: Volume 10341
Author(s): Proceedings of SPIE
SOFF: Scalable and oriented FAST-based local features
Author(s): Noura Bouhlel; Anis Ben Ammar; Amel Ksibi; Chokri Ben Amar
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Automatic construction of a recurrent neural network based classifier for vehicle passage detection
Author(s): Evgeny Burnaev; Ivan Koptelov; German Novikov; Timur Khanipov
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Moving object classification in infrared and visible spectra
Author(s): Rania Rebai Boukhriss; Emna Fendri; Mohamed Hammami
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Human fall detection based on block matching and silhouette area
Author(s): Mariem Gnouma; Ridha Ejbali; Mourad Zaied
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Human motion detection and tracking
Author(s): Neziha Jaouedi; Soumaya Zaghbani; Noureddine Boujnah; Mohamed Salim Bouhlel
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Very deep recurrent convolutional neural network for object recognition
Author(s): Sourour Brahimi; Najib Ben Aoun; Chokri Ben Amar
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Fast grasping of unknown objects using cylinder searching on a single point cloud
Author(s): Qujiang Lei; Martijn Wisse
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Data-driven approach to human motion modeling with Lua and gesture description language
Author(s): Tomasz Hachaj; Katarzyna Koptyra; Marek R. Ogiela
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Speaker gender identification based on majority vote classifiers
Author(s): Eya Mezghani; Maha Charfeddine; Henri Nicolas; Chokri Ben Amar
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Deep neural network features for horses identity recognition using multiview horses’ face pattern
Author(s): Islem Jarraya; Wael Ouarda; Adel M. Alimi
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Predicting human activities in sequences of actions in RGB-D videos
Author(s): David Jardim; Luís Nunes; Miguel Dias
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Interacting with mobile devices by fusion eye and hand gestures recognition systems based on decision tree approach
Author(s): Hanene Elleuch; Ali Wali; Anis Samet; Adel M. Alimi
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Towards human behavior recognition based on spatio temporal features and support vector machines
Author(s): Sawsen Ghabri; Wael Ouarda; Adel M. Alimi
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Android application for handwriting segmentation using PerTOHS theory
Author(s): Hanen Akouaydi; Sourour Njah; Adel M. Alimi
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Off-lexicon online Arabic handwriting recognition using neural network
Author(s): Hamdi Yahia; Aymen Chaabouni; Houcine Boubaker; Adel M. Alimi
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Real-time hand gesture recognition based on feature points extraction
Author(s): Soumaya Zaghbani; Neziha Jaouedi; Noureddine Boujnah; Mohamed Salim Bouhlel
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Methodology for mammal classification in camera trap images
Author(s): Luis Pulido Castelblanco; Claudia Isaza Narváez; Angélica Díaz Pulido
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Convolutional neural networks with balanced batches for facial expressions recognition
Author(s): Elena Battini Sönmez; Angelo Cangelosi
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Reading recognition of pointer meter based on pattern recognition and dynamic three-points on a line
Author(s): Yongqiang Zhang; Mingli Ding; Wuyifang Fu; Yongqiang Li
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Recognizing online Arabic handwritten characters using a deep architecture
Author(s): Najiba Tagougui; Monji Kherallah
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CS-BoW: a scalable parallel image recognition method
Author(s): Yang Liu
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Initial proposition of kinematics model for selected karate actions analysis
Author(s): Tomasz Hachaj; Katarzyna Koptyra; Marek R. Ogiela
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Trigram-based algorithms for OCR result correction
Author(s): Konstantin Bulatov; Temudzhin Manzhikov; Oleg Slavin; Igor Faradjev; Igor Janiszewski
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Slant rectification in Russian passport OCR system using fast Hough transform
Author(s): Elena Limonova; Pavel Bezmaternykh; Dmitry Nikolaev; Vladimir Arlazarov
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Fast integer approximations in convolutional neural networks using layer-by-layer training
Author(s): Dmitry Ilin; Elena Limonova; Vladimir Arlazarov; Dmitry Nikolaev
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Real-time mobile phone dialing system based on SSVEP
Author(s): Dongsheng Wang; Toshiki Kobayashi; Gaochao Cui; Daishi Watabe; Jianting Cao
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Local visual similarity descriptor for describing local region
Author(s): Xianglin Huang; Ye Xu; Lifang Yang
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Visual attention in egocentric field-of-view using RGB-D data
Author(s): Veronika Olesova; Wanda Benesova; Patrik Polatsek
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Temporal and spatial information extraction from videos based on the change in length of the shadow
Author(s): Jiayun Wang; Jian Zu; Likang Wang
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Video denoising using low rank tensor decomposition
Author(s): Lihua Gui; Gaochao Cui; Qibin Zhao; Dongsheng Wang; Andrzej Cichocki; Jianting Cao
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Forward rectification: spatial image normalization for a video from a forward facing vehicle camera
Author(s): Viktor Prun; Dmitri Polevoy; Vassiliy Postnikov
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A study of vignetting correction methods in camera colorimetric calibration
Author(s): Andrzej Kordecki; Artur Bal; Henryk Palus
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Snapscreen: TV-stream frame search with projectively distorted and noisy query
Author(s): Natalya Skoryukina; Timofey Chernov; Konstantin Bulatov; Dmitry P. Nikolaev; Vladimir Arlazarov
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Comparative study of feature selection with ensemble learning using SOM variants
Author(s): Ameni Filali; Chiraz Jlassi; Najet Arous
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Parameterized adaptive predictor for digital image compression based on the differential pulse code modulation
Author(s): M. V. Gashnikov
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A hybrid method of natural scene text detection using MSERs masks in HSV space color
Author(s): Houssem Turki; Mohamed Ben Halima; Adel M. Alimi
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Semi-regular remeshing based trust region spherical geometry image for 3D deformed mesh used MLWNN
Author(s): Naziha Dhibi; Akram Elkefi; Wajdi Bellil; Chokri Ben Amar
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Image deblurring in video stream based on two-level image model
Author(s): Arseniy Mukovozov; Dmitry Nikolaev; Elena Limonova
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Automatic topics segmentation for TV news video
Author(s): Mounira Hmayda; Ridha Ejbali; Mourad Zaied
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Variational frame difference models for motion segmentation
Author(s): Bowen Liu; Weibo Wei; Zhenkuan Pan; Shourun Wang
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Unsupervised color texture segmentation using active contour model and oscillating information
Author(s): Jinpeng Zhang; Guodong Wang; Zhenkuan Pan; Baoxiang Huang
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Random forest feature selection approach for image segmentation
Author(s): László Lefkovits; Szidónia Lefkovits; Simina Emerich; Mircea Florin Vaida
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Comparison of k-means related clustering methods for nuclear medicine images segmentation
Author(s): Damian Borys; Pawel Bzowski; Marta Danch-Wierzchowska; Krzysztof Psiuk-Maksymowicz
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Parallel implementation of a watershed algorithm on shared memory multicore architecture
Author(s): Yosra Braham; Mohamed Akil; Mohamed Hédi Bedoui
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A new key recovery attack against DM-QIM image watermarking algorithm
Author(s): Vitaly Mitekin
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To image analysis in computed tomography
Author(s): Marina Chukalina; Dmitry Nikolaev; Anastasia Ingacheva; Alexey Buzmakov; Ivan Yakimchuk; Victor Asadchikov
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Combining convolutional neural networks and Hough Transform for classification of images containing lines
Author(s): Alexander Sheshkus; Elena Limonova; Dmitry Nikolaev; Valeriy Krivtsov
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Fast techniques for nonlinear mapping of hyperspectral data
Author(s): Evgeny Myasnikov
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The real time endoscopic image analysis
Author(s): Radi Kadushnikov; Dmitry Bykov; Sergey Studenok; Vyacheslav Mizgulin
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Detection of informative fragments for image quality assessment
Author(s): M. V. Gashnikov; V. V. Myasnikov
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New image quality metric used for the assessment of color quantization algorithms
Author(s): Mariusz Frackiewicz; Henryk Palus
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Further applications of the DSCSI metric for evaluating color quantization
Author(s): Henryk Palus; Mariusz Frackiewicz
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Active classifier selection for RGB-D object categorization using a Markov random field ensemble method
Author(s): Maximilian Durner; Zoltán Márton; Ulrich Hillenbrand; Haider Ali; Martin Kleinsteuber
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Robotic system construction with mechatronic components inverted pendulum: humanoid robot
Author(s): Lucian Alexandru Sandru; Marius Florin Crainic; Diana Savu; Cristian Moldovan; Valer Dolga; Stefan Preitl
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Comparative analysis of ROS-based monocular SLAM methods for indoor navigation
Author(s): Alexander Buyval; Ilya Afanasyev; Evgeni Magid
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Design of the arm-wrestling robot’s force acquisition system based on Qt
Author(s): Zhixiang Huo; Feng Chen; Yongtao Wang
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The research on visual industrial robot which adopts fuzzy PID control algorithm
Author(s): Yifei Feng; Guoping Lu; Lulin Yue; Weifeng Jiang; Ye Zhang
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The calculation of a projective transformation in the problem of planar object targeting by feature points
Author(s): Julia Shemiakina; Alexander Zhukovsky; Igor Faradjev
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Machine vision and appearance based learning
Author(s): Alexander Bernstein
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Iris recognition and what is next? Iris diagnosis: a new challenging topic for machine vision from image acquisition to image interpretation
Author(s): Petra Perner
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The automated testing facility based on machine vision for optimizing grain quality control technology
Author(s): A. V. Panchenko; N. V. Reshetnyak; A. M. Samohin; V. V. Postnikov
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Real-time object-to-features vectorisation via Siamese neural networks
Author(s): Fedor Fedorenko; Sergey Usilin
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SVM classification of microaneurysms with imbalanced dataset based on borderline-SMOTE and data cleaning techniques
Author(s): Qingjie Wang; Jingmin Xin; Jiayi Wu; Nanning Zheng
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On the analysis of local and global features for hyperemia grading
Author(s): L. Sánchez; N. Barreira; N. Sánchez; A. Mosquera; H. Pena-Verdeal; E. Yebra-Pimentel
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Dense-HOG-based drift-reduced 3D face tracking for infant pain monitoring
Author(s): Ronald W.J.J. Saeijs; Walther E. Tjon A Ten; Peter H. N. de With
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Hybrid approach for detection of dental caries based on the methods FCM and level sets
Author(s): Marwa Chaabene; Ramzi Ben Ali; Ridha Ejbali; Mourad Zaied
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Finding glenoid surface on scapula in 3D medical images for shoulder joint implant operation planning: 3D OCR
Author(s): Majid Mohammad Sadeghi; Emin Faruk Kececi; Kerem Bilsel; Ayse Aralasmak
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Mammographic mass classification based on possibility theory
Author(s): Marwa Hmida; Kamel Hamrouni; Basel Solaiman; Sana Boussetta
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Abnormal cervical cell detection based on an adaptive margin-based feature selection method
Author(s): Lili Zhao; Kuan Li; Hongyun Yang; Jianping Yin
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Towards diverse visual suggestions on Flickr
Author(s): Ghada Feki; Anis Ben Ammar; Chokri Ben Amar
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High resolution satellite image indexing and retrieval using SURF features and bag of visual words
Author(s): Samia Bouteldja; Assia Kourgli
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Iris indexing based on local intensity order pattern
Author(s): Simina Emerich; Raul Malutan; Septimiu Crisan; Laszlo Lefkovits
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A new indexing method of HDR images using color histograms
Author(s): Raoua Khwildi; Meha Hachani; Azza Ouled Zaid
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A new method for text detection and recognition in indoor scene for assisting blind people
Author(s): Hanen Jabnoun; Faouzi Benzarti; Hamid Amiri
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Fast adaptive matting based on iterative solution
Author(s): Jaehwan Kim; HoWon Kim
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Atmospheric correction of hyperspectral images using qualitative information about registered scene
Author(s): Anna Denisova; Vladislav Myasnikov
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Classification of rice grain varieties arranged in scattered and heap fashion using image processing
Author(s): Sudhanva Bhat; Sreedath Panat; Arunachalam N
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A framework of text detection and recognition from natural images for mobile device
Author(s): Zied Selmi; Mohamed Ben Halima; Ali Wali; Adel M. Alimi
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Classification of foods by transferring knowledge from ImageNet dataset
Author(s): Elnaz J. Heravi; Hamed H. Aghdam; Domenec Puig
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A sparse representation-based approach for copy-move image forgery detection in smooth regions
Author(s): Jalila Abdessamad; Asma ElAdel; Mourad Zaied
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Aerial image geolocalization by matching its line structure with route map
Author(s): I. A. Kunina; A. P. Terekhin; T. M. Khanipov; E. G. Kuznetsova; D. P. Nikolaev
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Random forest ensemble classification based fuzzy logic
Author(s): Abdelkarim Ben Ayed; Marwa Benhammouda; Mohamed Ben Halima; Adel M. Alimi
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Local polynomial model: a new approach to vignetting correction
Author(s): Andrzej Kordecki; Artur Bal; Henryk Palus
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Spatial kernel bandwidth estimation in background modeling
Author(s): In S. Jeon; Suk I. Yoo
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OpenCL-based vicinity computation for 3D multiresolution mesh compression
Author(s): Soumaya Hachicha; Akram Elkefi; Chokri Ben Amar
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Bayesian user modeling: evaluation metrics of an adaptive user interface
Author(s): Rim Rebai; Mohamed Amin Maalej; Adel Mahfoudhi; Mohamed Abid
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Artificial intelligent e-learning architecture
Author(s): Mafawez Alharbi; Mahdi Jemmali
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Force-directed visualization for conceptual data models
Author(s): Andrew Battigaglia; Noah Sutter
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Kernel credal classification rule
Author(s): Khawla El Bendadi; Yissam Lakhdar; El Hassan Sbai
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Cluster forest based fuzzy logic for massive data clustering
Author(s): Ines Lahmar; Abdelkarim Ben Ayed; Mohamed Ben Halima; Adel M. Alimi
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Comparison between extreme learning machine and wavelet neural networks in data classification
Author(s): Siwar Yahia; Salwa Said; Olfa Jemai; Mourad Zaied; Chokri Ben Amar
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Deep SOMs for automated feature extraction and classification from big data streaming
Author(s): Mohamed Sakkari; Ridha Ejbali; Mourad Zaied
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Fuzzy feature selection based on interval type-2 fuzzy sets
Author(s): Sahar Cherif; Nesrine Baklouti; Adel Alimi; Vaclav Snasel
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