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11th ICMV 2018: Munich, Germany
- Antanas Verikas, Dmitry P. Nikolaev, Petia Radeva, Jianhong Zhou:
Eleventh International Conference on Machine Vision, ICMV 2018, Munich, Germany, 1-3 November 2018. SPIE Proceedings 11041, SPIE 2018 - Front Matter. 1104101
Image Processing Algorithms
- Irina A. Kunina
, Ekaterina I. Panfilova
Matching of SAR and optical images by independent referencing to vector map. 1104102 - Zeynab Barzegar
Brain tumor segmentation based on 3D neighborhood features using rule-based learning. 1104103 - B. I. Savelyev, I. B. Mamay, Dmitry P. Nikolaev
A method of projective transformations graph adjustment for planar object panorama stitching. 1104104 - Daniil V. Tropin
The method of image alignment based on sharpness maximization. 1104105 - Dianle Zhou, Yan Liu, Xiangrong Zeng, Jian Yang:
A novel approach for image enhancement with binocular cameras. 1104106 - Shuchen Fan, Penglang Shui, Ze-Jun Zhang, Yuhe Sun:
SAR image edge detection via directional Bhattacharyya coefficient with its application on image segmentation. 1104107 - Julia Shemiakina, Alexander Zhukovsky, Ivan Konovalenko, Dmitry P. Nikolaev
Automatic cropping of images under projective transformation. 1104108 - Marina V. Chukalina, Igor V. Polyakov, I. Terekhin, Anastasia Ingacheva
Large scale tomographic reconstruction algorithm based on algebraic approach. 1104109 - Alexander Zhukovsky:
On differentiability of common image processing algorithms. 110410A - Nessrine Elloumi
Quality metric of 3D models using Weber's Law. 110410B - Rehab Alahmadi, Chung Hyuk Park
Sequence-to-sequence image caption generator. 110410C - Nikolay V. Gapon
Video block error recovery using modified patch-based inpainting. 110410D - Alexander Sheshkus, Daniil Matalov, Vladimir V. Arlazarov
Viability of Viola-Jones method for the problem of image classification. 110410E - Anna Smagina, Valentina P. Bozhkova, Sergey Gladilin
Linear colour segmentation revisited. 110410F
Machine Vision Applications
- Zalhan Mohd Zin
Vision based eye closeness classification for driver's distraction and drowsiness using PERCLOS and support vector machines. 110410G - Kumar Vishal, C. S. Arvind, Ritesh Mishra, Venugopal Gundimeda:
Traffic light recognition for autonomous vehicles by admixing the traditional ML and DL. 110410H - Christos Apostolopoulos, Kamal Nasrollahi, M. Hsuan Yang, Mohammad N. S. Jahromi
Occlusion-aware pedestrian detection. 110410I - Udo Birk
User-position aware adaptive display of 3D data without additional stereoscopic hardware. 110410J - Chadia Khraief, Faouzi Benzarti, Hamid Amiri:
Vision-based fall detection for elderly people using body parts movement and shape analysis. 110410K - Fei Wang, Jiangeng Li, Yiwei Wang, Weijie Bao, Xiao Chen, Hui Zhang, Zhihai Wang:
Feedback control of ejection state of a pneumatic valve-controlled micro-droplet generator through machine vision. 110410L - Alexander S. Machikhin
A miniature prism-based stereoscopic system for 3D machine vision applications. 110410M
Video Analysis and Processing
- Dimitrios Bekos, Vasileios Chasanis, Aristidis Likas:
Inverting video slide shows. 110410N - Dmytry Kinoshenko, Oleg Kobylin
Metric video retrieval speedup by irrelevant data elimination. 110410O - Andrey Kuznetsov
Person reidentification on video surveillance data. 110410P - Fengtong Du, Yanzhuo Zhou, Wenjie Chen, Lei Yang:
Bullet hole detection using series Faster-RCNN and video analysis. 110410Q - Anders Skaarup Johansen
Multimodal heartbeat rate estimation from the fusion of facial RGB and thermal videos. 110410R - Timofey S. Chernov, Sergey A. Ilyuhin, Vladimir V. Arlazarov
Application of dynamic saliency maps to the video stream recognition systems with image quality assessment. 110410T - Shintaro Yamamoto, Yoshihiro Fukuhara
Automatic paper summary generation from visual and textual information. 110410U - Jonas Haeling, Marc Necker, Andreas Schilling
Towards immersive stereo vision from a mobile platform. 110410V - Roman A. Sizyakin, Viacheslav V. Voronin, Nikolay V. Gapon
A blotch detection method for archive video restoration using a neural network. 110410W
Applications of Image and Signal Processing
- Fauzia Khan, Sana Sharif
Blood vessels quantification to detect glaucoma using retinal fundus images. 110410X - Fabien Baldacci, François Laurent
3D human airway segmentation from high hesolution MR imaging. 110410Y - Mohammad Tarek Al-Muallim
Development of a dimensions measurement system based on depth camera for logistic applications. 110410Z - Yuliya D. Vybornova
A new watermarking method for vector map data. 1104111 - Yichao Cai, Xiao Zhou, Dachuan Li, Yifei Ming, Xingang Mou:
Head pose estimation with neural networks from surveillant images. 1104112 - Houda Souden, Ridha Ejbali
A watermarking scheme based on DCT, SVD and BCM. 1104113 - Souheil Fenghour, Daqing Chen, Perry Xiao:
Contour mapping for speaker-independent lip reading system. 1104114 - Md. Rashad Al Hasan Rony, Mirza Mohtashim Alam:
Hand gesture recognition using image segmentation and deep neural network. 1104115 - Vladimir V. Khryashchev, Artem I. Topnikov, Anton F. Stefanidi, Andrey L. Priorov
Bimodal person identification using voice data and face images. 1104116 - Maria Jeseca C. Baculo
Image-based classification and segmentation of healthy and defective mangoes. 1104117 - Serhii A. Iliukhin, Timofey S. Chernov, Dmitry V. Polevoy
A method for spatially weighted image brightness normalization for face verification. 1104118 - Mikhail A. Aliev
On the use of FHT, its modification for practical applications and the structure of Hough image. 1104119
Camera Calibration and Positioning and Visual Attention
- Miroslav Laco
Depth in the visual attention modelling from the egocentric perspective of view. 110411A - Andrzej Kordecki
Practical testing of irradiance-independent camera color calibration. 110411B - Raffaele Imbriaco, Clint Sebastian, Egor Bondarev, Peter H. N. de With:
Towards accurate camera geopositioning by image matching. 110411C - Yannick Wend Kuni Zoetgnandé, Alain-Jérôme Fougères
Robust low resolution thermal stereo camera calibration. 110411D - Tharun Mohandoss, Sourav Pal, Pabitra Mitra:
Visual attention for behavioral cloning in autonomous driving. 110411E
Pattern Recognition
- Richeng Tan, Jing Li:
Two-stage iterative Procrustes match algorithm and its application for VQ-based verification. 110411F - Aarif Noordeen, Kawshik Kannan, Harish Ravi, Bhaskar Venkatraman, R. S. Milton:
Hierarchical OCR for printed Tamil text. 110411G - Olga Petrova, Konstantin B. Bulatov
Methods of machine-readable zone recognition results post-processing. 110411H - Alexander V. Gayer, Yulia S. Chernyshova, Alexander V. Sheshkus:
Effective real-time augmentation of training dataset for the neural networks learning. 110411I - Yulia S. Chernyshova, Mikhail A. Aliev, Ekaterina S. Gushchanskaia, Alexander V. Sheshkus:
Optical font recognition in smartphone-captured images and its applicability for ID forgery detection. 110411J - Aleksander Lynchenko, Aleksander V. Sheshkus, Vladimir L. Arlazarov:
Document image recognition algorithm based on similarity metric robust to projective distortions for mobile devices. 110411K - Elena Andreeva, Vladimir V. Arlazarov
Experimental modeling the flow of character recognition results in video stream for document recognition. 110411L - Amir Ghahremani, Egor Bondarev, Peter H. N. de With:
Towards multi-class detection: a self-learning approach to reduce inter-class noise from training dataset. 110411M - Elena Limonova, Natalya Skoryukina, Murad I. Neiman-zade:
Fast Hamming distance computation for 2D art recognition on VLIW-architecture in case of Elbrus platform. 110411N - Kam Meng Goh
Micro-expressions recognition using center symmetric local mapped pattern. 110411O - Evgeny A. Shvets, Lev Teplyakov, Ekaterina Pavlova:
Semi-supervised statistical learning systems using a posterior external quality estimation. 110411P - Qujiang Lei, Hongda Zhang, Zanwu Xia, Yang Yang, Yue He, Shoubin Liu:
Applications of hand gestures recognition in industrial robots: a review. 110411Q - Rabiaa Zitouni, Hala Bezine, Najet Arous:
Fuzzy rules-based system for description spatial relations among handwriting strokes. 110411R - Dmitry Smolyakov, Alexander Korotin
Meta-learning for resampling recommendation systems. 110411S - Mikhail A. Povolotskiy
Dynamic programming approach to template-based OCR. 110411T - Bogdan Kwolek
GAN-based data augmentation for visual finger spelling recognition. 110411U
Object Detection
- Miran Pobar
Detection of the leading player in handball scenes using Mask R-CNN and STIPS. 110411V - Xiao Meng, Lixin Yu, Zhiyong Qin:
Exploring the two-stage approach in neural network compression for object detection. 110411W - Liting Zhu, Jingyi Liu, Jinbo Chen:
Detection of sea surface obstacle based on super-pixel probabilistic graphical model and sea-sky-line. 110411X - Daniil P. Matalov, Sergey A. Usilin, Vladimir V. Arlazarov
Modification of the Viola-Jones approach for the detection of the government seal stamp of the Russian Federation. 110411Y - Elvijs Buls, Roberts Kadikis, Ricards Cacurs, Janis Arents
Generation of synthetic training data for object detection in piles. 110411Z - Andrzej Kordecki
Fast document area detection for scanned images. 1104120 - Norah Alnaim
Mini gesture detection using neural networks algorithms. 1104121 - A. Gladkov, Sergey Gladilin
Comparison of stereo matching algorithms for obstacle detection and collision avoidance. 1104122 - Mehmood Nawaz
Saliency detection by using blended membership maps of fast fuzzy-C-mean clustering. 1104123 - Chuang Wu, Lihua Tian, Chen Li:
Pixel-wise binary classification network for salient object detection. 1104124 - Alexander Buyval, Aidar Gabdullin, Maxim Lyubimov
Road sign detection and localization based on camera and lidar data. 1104125
Sensing and Feature Extraction
- Ben J. Wolf
Training submerged source detection for a 2D fluid flow sensor array with extreme learning machines. 1104126 - E. A. Dmitriev, V. V. Myasnikov:
Comparative study of feature extraction algorithms for complex-valued gradient fields of digital images using linear dimensionality reduction methods. 1104127 - Rawya Al-Akam, Dietrich Paulus:
Comparison of different machine learning models on feature extraction for human activity recognition from RGB-depth datasets. 1104128 - Yongwoo Jo, Seung-Jun Han, Dongjin Lee, Kyoungwook Min, Jeongdan Choi:
An autonomous lane-level road map building using low-cost sensors. 1104129 - Maha Al-Ghalibi, Adil Al-Azzawi
NLP based sentiment analysis for Twitter's opinion mining and visualization. 110412A - Patrik Polatsek, Marek Jakab, Wanda Benesova
Computational models of shape saliency. 110412B - Cheng Li, Arash Pourtaherian, Walther E. Tjon a Ten, Peter H. N. de With:
Enhanced face alignment using an unsupervised roll estimation initialization. 110412C - Te Qi, Hongtao Lu, Huiyu Weng:
Modeling long range relations by feature translation. 110412D - Natalya S. Skoryukina, Dmitry P. Nikolaev
2D art recognition in uncontrolled conditions using one-shot learning. 110412E
Deep Networks and Applications
- Marek Jakab, Wanda Benesova
Unsupervised similarity learning from compressed representations via Siamese autoencoders. 110412F - Yoshihiro Shima, Yuki Omori, Yumi Nakashima, Michio Yasuda:
Pattern augmentation for classifying handwritten japanese hiragana characters of 46 classes by using CNN pre-trained with object images. 110412G - Vladimir Ignatiev, Alexey Trekin, Viktor Lobachev, Georgy Potapov, Evgeny Burnaev
Targeted change detection in remote sensing images. 110412H - Yinbo Xu, Yongwei Zhang, Huan Liu, Xiangke Wang:
Deep learning for UAV autonomous landing based on self-built image dataset. 110412I - Xinlu Sun, Dianle Zhou, Xiaotian Pan, Zhiwei Zhong, Fei Wang:
Pruning filters with L1-norm and standard deviation for CNN compression. 110412J - Dongjin Lee, Yongwoo Jo, Seung-Jun Han, Jungyu Kang, Kyoungwook Min, Jeongdan Choi, Cheong Hee Park:
Vehicle re-identification for a parking lot toll system using convolutional neural networks. 110412K - Haithem Hermessi
Transfer learning with multiple convolutional neural networks for soft tissue sarcoma MRI classification. 110412L - Ahmed Kharrat, Mahmoud Neji:
Classification of brain tumors using personalized deep belief networks on MRImages: PDBN-MRI. 110412M - Ruobing Chen, Yefei Chen, Jianbo Su:
Deep convolutional neural networks compression method based on linear representation of kernels. 110412N - Paresh R. Kamble, Avinash G. Keskar
A convolutional neural network based 3D ball tracking by detection in soccer videos. 110412O - Keum-Young Son, Mustafa Eren Yildirim
Flood detection by using FCN-AlexNet. 110412P - Zhengyi Luo, Austin Small, Liam Dugan, Stephen Lane:
Cloud Chaser: real time deep learning computer vision on low computing power devices. 110412Q - D. D. N. De Silva, Subha Fernando
Wavelet based edge feature enhancement for convolutional neural networks. 110412R - Deyi Ji, Hongtao Lu, Tongzhen Zhang:
End to end multi-scale convolutional neural network for crowd counting. 110412S
Robotics and Agent-Based Systems
- Qujiang Lei, Dacai Liu, Hongda Zhang, Yue He, Yang Yang, Weijun Wang:
The realization of laser SLAM based on Windows system. 110412T - Youhao Li, Qujiang Lei, ChaoPeng Cheng, Gong Zhang
A review: machine learning on robotic grasping. 110412U - Oleg S. Shipitko
Edge detection based mobile robot indoor localization. 110412V - Sergey Korchagin, Evgeny Shvets:
Detecting and counteracting the sabotaging agent in a group of unmanned ground vehicles (UGVs) performing stochastic patrolling task. 110412W - Stalin Quimbita
Systematic and comparative analysis of techniques for SLAM development in mobile robotics. 110412X
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