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PROCEEDINGS VOLUME 11041 • new

Eleventh International Conference on Machine Vision (ICMV 2018)
Editor(s): Antanas Verikas; Dmitry P. Nikolaev; Petia Radeva; Jianhong Zhou
For the purchase of this volume in printed format, please visit Proceedings.com

Volume Details

Volume Number: 11041
Estimated Publication Date: 30 November 2018

Table of Contents
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Front Matter: Volume 11041
Author(s): Proceedings of SPIE
Matching of SAR and optical images by independent referencing to vector map
Author(s): I. Kunina; E. Panfilova; A. Gladkov
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Brain tumor segmentation based on 3D neighborhood features using rule-based learning
Author(s): Zeynab Barzegar; Mansour Jamzad
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A method of projective transformations graph adjustment for planar object panorama stitching
Author(s): B. I. Savelyev; I. B. Mamay; D. P. Nikolaev; V. L. Arlazarov
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The method of image alignment based on sharpness maximization
Author(s): Daniil V. Tropin; Dmitry P. Nikolaev; Dmitry G. Slugin
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A novel approach for image enhancement with binocular cameras
Author(s): Dianle Zhou; Yan Liu; Xiangrong Zeng; Jian Yang
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SAR image edge detection via directional Bhattacharyya coefficient with its application on image segmentation
Author(s): Shuchen Fan; Penglang Shui; Zejun Zhang; Yuhe Sun
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Automatic cropping of images under projective transformation
Author(s): J. Shemiakina; A. Zhukovsky; Ivan Konovalenko; D. P. Nikolaev
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Large scale tomographic reconstruction algorithm based on algebraic approach
Author(s): M. Chukalina; I. Polyakov; I. Terekhin; A. Ingacheva; A. Buzmakov; I. Yakimchuk; I. Varfolomeev; D. Nikolayev
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On differentiability of common image processing algorithms
Author(s): Alexander Zhukovsky
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Quality metric of 3D models using Weber's Law
Author(s): Nessrine Elloumi; Habiba Loukil Hadj Kacem; Med Salim Bouhlel
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Sequence-to-sequence image caption generator
Author(s): Rehab Alahmadi; Chung Hyuk Park; James Hahn
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Video block error recovery using modified patch-based inpainting
Author(s): Nikolay Gapon; Viacheslav Voronin; Roman Sizyakin; Marina Pismenskova; Alexey Nadykto
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Viability of Viola-Jones method for the problem of image classification
Author(s): Alexander Sheshkus; Daniil Matalov; Vladimir V. Arlazarov; Dmitry P. Nikolaev
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Linear colour segmentation revisited
Author(s): Anna Smagina; Valentina Bozhkova; Sergey Gladilin; Dmitry Nikolaev
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Vision based eye closeness classification for driver’s distraction and drowsiness using PERCLOS and support vector machines
Author(s): Zalhan Mohd Zin; Anis Hazirah Rodzi; Norazlin Ibrahim
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Traffic light recognition for autonomous vehicles by admixing the traditional ML and DL
Author(s): Kumar Vishal; C. S. Arvind; Ritesh Mishra; Venugopal Gundimeda
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Occlusion-aware pedestrian detection
Author(s): Christos Apostolopoulos; Kamal Nasrollahi; M. Hsuan Yang; Mohammad N. S. Jahromi; Thomas B. Moeslund
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User-position aware adaptive display of 3D data without additional stereoscopic hardware
Author(s): Udo Birk; Philipp Roebrock
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Vision-based fall detection for elderly people using body parts movement and shape analysis
Author(s): Chadia Khraief; Faouzi Benzarti ; Hamid Amiri
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Feedback control of ejection state of a pneumatic valve-controlled micro-droplet generator through machine vision
Author(s): Fei Wang; Jiangeng Li; Yiwei Wang; Weijie Bao; Xiao Chen; Hui Zhang; Zhihai Wang
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A miniature prism-based stereoscopic system for 3D machine vision applications
Author(s): Alexander S. Machikhin; Vladislav I. Batshev; Alexey V. Gorevoy; Demid D. Khokhlov; Alexey A. Bykov
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Inverting video slide shows
Author(s): Dimitrios Bekos; Vasileios Chasanis; Aristidis Likas
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Metric video retrieval speedup by irrelevant data elimination
Author(s): Dmytro Kinoshenko; Oleg Kobylin; Sergii Mashtalir; Mykhailo Stolbovyi
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Person reidentification on video surveillance data
Author(s): Andrey Kuznetsov
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Bullet hole detection using series Faster-RCNN and video analysis
Author(s): Fengtong Du; Yanzhuo Zhou; Wenjie Chen; Lei Yang
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Multimodal heartbeat rate estimation from the fusion of facial RGB and thermal videos
Author(s): Anders S. Johansen; Jesper W. Henriksen; Mohammad A. Haque; Mohammad Naser Sabet Jahromi; Kamal Nasrollahi; Thomas B. Moeslund
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Application of dynamic saliency maps to the video stream recognition systems with image quality assessment
Author(s): Timofey S. Chernov; Sergey A. Ilyuhin; Vladimir V. Arlazarov
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Automatic paper summary generation from visual and textual information
Author(s): Shintaro Yamamoto; Yoshihiro Fukuhara; Ryota Suzuki; Shigeo Morishima; Hirokatsu Kataoka
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Towards immersive stereo vision from a mobile platform
Author(s): Jonas Haeling; Marc Necker; Andreas Schilling
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A blotch detection method for archive video restoration using a neural network
Author(s): Roman Sizyakin ; Viacheslav Voronin; Nikolay Gapon ; Marina Pismenskova ; Alexey Nadykto
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Blood vessels quantification to detect glaucoma using retinal fundus images
Author(s): Fauzia Khan; Sana Sharif; F. M. Ali Khan; Ihtisham Ul Haq
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3D human airway segmentation from high hesolution MR imaging
Author(s): Fabien Baldacci; François Laurent; Patrick Berger; Gaël Dournes
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Development of a dimensions measurement system based on depth camera for logistic applications
Author(s): Mohammad Tarek Al Muallim; Haluk Küçük; Fikret Yılmaz; Metin Kahraman
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A new watermarking method for vector map data
Author(s): Y. D. Vybornova; V. V. Sergeev
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Head pose estimation with neural networks from surveillant images
Author(s): Yichao Cai; Xiao Zhou; Dachuan Li; Yifei Ming; Xingang Mou
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A watermarking scheme based on DCT, SVD and BCM
Author(s): Houda Souden; Ridha Ejbali; Mourad Zaied
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Contour mapping for speaker-independent lip reading system
Author(s): Souheil Fenghour; Daqing Chen; Perry Xiao
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Hand gesture recognition using image segmentation and deep neural network
Author(s): Md Rashad Al Hasan Rony; Mirza Mohtashim Alam
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Bimodal person identification using voice data and face images
Author(s): V. V. Khryashchev; A. I. Topnikov; A. F. Stefanidi; A. L. Priorov
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Image-based classification and segmentation of healthy and defective mangoes
Author(s): Maria Jeseca C. Baculo; Conrado Ruiz
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A method for spatially weighted image brightness normalization for face verification
Author(s): Serhii A. Iliukhin; Timofey S. Chernov; Dmitry V. Polevoy; Fedor A. Fedorenko
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On the use of FHT, its modification for practical applications and the structure of Hough image
Author(s): M. Aliev; E. I. Ershov; D. P. Nikolaev
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Depth in the visual attention modelling from the egocentric perspective of view
Author(s): Miroslav Laco; Wanda Benesova
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Practical testing of irradiance-independent camera color calibration
Author(s): Andrzej Kordecki
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Towards accurate camera geopositioning by image matching
Author(s): Raffaele Imbriaco; Clint Sebastian; Egor Bondarev; Peter H. N. de With
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Robust low resolution thermal stereo camera calibration
Author(s): Yannick Wend Kuni Zoetgnandé; Alain-Jérôme Fougères; Geoffroy Cormier; Jean-Louis Dillenseger
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Visual attention for behavioral cloning in autonomous driving
Author(s): Tharun Mohandoss; Sourav Pal; Pabitra Mitra
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Two-stage iterative Procrustes match algorithm and its application for VQ-based verification
Author(s): Richeng Tan; Jing Li
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Hierarchical OCR for printed Tamil text
Author(s): Aarif Noordeen; Kawshik Kannan; Harish Ravi; Bhaskar Venkatraman; R. S. Milton
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Methods of machine-readable zone recognition results post-processing
Author(s): Olga Petrova; Konstantin Bulatov
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Effective real-time augmentation of training dataset for the neural networks learning
Author(s): Alexander V. Gayer; Yulia S. Chernyshova; Alexander V. Sheshkus
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Optical font recognition in smartphone-captured images and its applicability for ID forgery detection
Author(s): Yulia S. Chernyshova; Mikhail A. Aliev; Ekaterina S. Gushchanskaia; Alexander V. Sheshkus
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Document image recognition algorithm based on similarity metric robust to projective distortions for mobile devices
Author(s): Aleksander Lynchenko; Aleksander Sheshkus ; Vladimir L. Arlazarov
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Experimental modeling the flow of character recognition results in video stream for document recognition
Author(s): Elena Andreeva; Vladimir V. Arlazarov; Oleg Slavin; Igor Janiszewski
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Towards multi-class detection: a self-learning approach to reduce inter-class noise from training dataset
Author(s): Amir Ghahremani; Egor Bondarev; Peter H. N. de With
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Fast Hamming distance computation for 2D art recognition on VLIW-architecture in case of Elbrus platform
Author(s): Elena Limonova; Natalya Skoryukina; Murad Neiman-zade
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Micro-expressions recognition using center symmetric local mapped pattern
Author(s): Kam Meng Goh; Li Li Lim
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Semi-supervised statistical learning systems using a posterior external quality estimation
Author(s): Evgeny Shvets; Lev Teplyakov; Ekaterina Pavlova
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Applications of hand gestures recognition in industrial robots: a review
Author(s): Qujiang Lei; Hongda Zhang; Zanwu Xia; Yang Yang; Yue He; Shoubin Liu
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Fuzzy rules-based system for description spatial relations among handwriting strokes
Author(s): Rabiaa Zitouni; Hala Bezine; Najet Arous
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Meta-learning for resampling recommendation systems
Author(s): Dmitry Smolyakov; Alexander Korotin; Pavel Erofeev; Artem Papanov; Evgeny Burnaev
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Dynamic programming approach to template-based OCR
Author(s): Mikhail A. Povolotskiy; Daniil V. Tropin
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GAN-based data augmentation for visual finger spelling recognition
Author(s): Bogdan Kwolek
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Detection of the leading player in handball scenes using Mask R-CNN and STIPS
Author(s): M. Pobar; Marina Ivašić-Kos
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Exploring the two-stage approach in neural network compression for object detection
Author(s): Xiao Meng; Lixin Yu; Zhiyong Qin
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Detection of sea surface obstacle based on super-pixel probabilistic graphical model and sea-sky-line
Author(s): Liting Zhu; Jingyi Liu; Jinbo Chen
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Modification of the Viola-Jones approach for the detection of the government seal stamp of the Russian Federation
Author(s): Daniil P. Matalov; Sergey A. Usilin; Vladimir V. Arlazarov
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Generation of synthetic training data for object detection in piles
Author(s): Elvijs Buls; Roberts Kadikis; Ričards Cacurs; Jānis Ārents
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Fast document area detection for scanned images
Author(s): Andrzej Kordecki
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Mini gesture detection using neural networks algorithms
Author(s): Norah Alnaim; Maysam Abbod
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Comparison of stereo matching algorithms for obstacle detection and collision avoidance
Author(s): A. Gladkov; S. Gladilin; E. Ershov
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Saliency detection by using blended membership maps of fast fuzzy-C-mean clustering
Author(s): Mehmood Nawaz; Sheheryar Khan; Jianfeng Cao; Rizwan Qureshi; Hong Yan
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Pixel-wise binary classification network for salient object detection
Author(s): Chuang Wu; Lihua Tian; Chen Li
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Road sign detection and localization based on camera and lidar data
Author(s): Alexander Buyval; Aidar Gabdullin; Maxim Lyubimov
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Training submerged source detection for a 2D fluid flow sensor array with extreme learning machines
Author(s): Ben J. Wolf; Sietse M. van Netten
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Comparative study of feature extraction algorithms for complex-valued gradient fields of digital images using linear dimensionality reduction methods
Author(s): E. A. Dmitriev; V. V. Myasnikov
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Comparison of different machine learning models on feature extraction for human activity recognition from RGB-depth datasets
Author(s): Rawya Al-Akam; Dietrich Paulus
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An autonomous lane-level road map building using low-cost sensors
Author(s): Yongwoo Jo; Seung-Jun Han; Dongjin Lee; Kyoungwook Min; Jeongdan Choi
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NLP based sentiment analysis for Twitter's opinion mining and visualization
Author(s): Maha Al-Ghalibi; Adil Al-Azzawi; Kai Lawonn
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Computational models of shape saliency
Author(s): Patrik Polatsek; Marek Jakab; Wanda Benesova; Matej Kužma
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Enhanced face alignment using an unsupervised roll estimation initialization
Author(s): Cheng Li; Arash Pourtaherian; W. E. Tjon a Ten; Peter H. N. de With
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Modeling long range relations by feature translation
Author(s): Te Qi; Hongtao Lu; Huiyu Weng
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2D art recognition in uncontrolled conditions using one-shot learning
Author(s): Natalya S. Skoryukina; Dmitry P. Nikolaev; Vladimir V. Arlazarov
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Unsupervised similarity learning from compressed representations via Siamese autoencoders
Author(s): Marek Jakab; Wanda Benesova
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Pattern augmentation for classifying handwritten japanese hiragana characters of 46 classes by using CNN pre-trained with object images
Author(s): Yoshihiro Shima; Yuki Omori; Yumi Nakashima; Michio Yasuda
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Targeted change detection in remote sensing images
Author(s): V. Ignatiev; A. Trekin; V. Lobachev; G. Potapov; E. Burnaev
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Deep learning for UAV autonomous landing based on self-built image dataset
Author(s): Yinbo Xu; Yongwei Zhang; Huan Liu; Xiangke Wang
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Pruning filters with L1-norm and standard deviation for CNN compression
Author(s): Xinlu Sun; Dianle Zhou; Xiaotian Pan; Zhiwei Zhong; Fei Wang
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Vehicle re-identification for a parking lot toll system using convolutional neural networks
Author(s): Dongjin Lee; Yongwoo Jo; Seung-Jun Han; Jungyu Kang; Kyoungwook Min; Jeongdan Choi; Cheong Hee Park
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Transfer learning with multiple convolutional neural networks for soft tissue sarcoma MRI classification
Author(s): Haithem Hermessi; Olfa Mourali; Ezzeddine Zagrouba
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Classification of brain tumors using personalized deep belief networks on MRImages: PDBN-MRI
Author(s): Ahmed Kharrat; Mahmoud Néji
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Deep convolutional neural networks compression method based on linear representation of kernels
Author(s): Ruobing Chen; Yefei Chen; Jianbo Su
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A convolutional neural network based 3D ball tracking by detection in soccer videos
Author(s): Paresh R. Kamble; Avinash G. Keskar; Kishor M. Bhurchandi
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Flood detection by using FCN-AlexNet
Author(s): Keum-Young Son; Mustafa Eren Yildirim; Jang-Sik Park; Jong-Kwan Song
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Cloud Chaser: real time deep learning computer vision on low computing power devices
Author(s): Zhengyi Luo; Austin Small; Liam Dugan ; Stephen Lane
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Wavelet based edge feature enhancement for convolutional neural networks
Author(s): D. D. N. De Silva; S. Fernando; I. T. S. Piyatilake; A. V. S. Karunarathne
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End to end multi-scale convolutional neural network for crowd counting
Author(s): Deyi Ji; Hongtao Lu; Tongzhen Zhang
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The realization of laser SLAM based on Windows system
Author(s): Qujiang Lei; Dacai Liu; Hongda Zhang; Yue He; Yang Yang; Weijun Wang
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A review: machine learning on robotic grasping
Author(s): Youhao Li; Qujiang Lei; ChaoPeng Cheng; Gong Zhang; Weijun Wang; Zheng Xu
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Edge detection based mobile robot indoor localization
Author(s): Oleg S. Shipitko; Maxim P. Abramov; Artem S. Lukoyanov; Ekaterina I. Panfilova; Irina A. Kunina; Anton S. Grigoryev
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Detecting and counteracting the sabotaging agent in a group of unmanned ground vehicles (UGVs) performing stochastic patrolling task
Author(s): Sergey Korchagin; Evgeny Shvets
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Systematic and comparative analysis of techniques for SLAM development in mobile robotics
Author(s): Stalin Quimbita; Diego Chuquitarco; Vicente Hallo; Nancy Velasco; Dario Mendoza
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