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ویرایش: 1 نویسندگان: Jacques Blanc-Talon, Rudi Penne, Wilfried Philips, Dan Popescu, Paul Scheunders (eds.) سری: Image Processing, Computer Vision, Pattern Recognition, and Graphics 10617 ISBN (شابک) : 9783319703527, 9783319703534 ناشر: Springer International Publishing سال نشر: 2017 تعداد صفحات: 772 زبان: English فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) حجم فایل: 113 مگابایت
کلمات کلیدی مربوط به کتاب مفاهیم پیشرفته برای سیستم های بینایی هوشمند: هجدهمین کنفرانس بین المللی ، ACIVS 2017 ، آنتورپ ، بلژیک ، 18 تا 21 سپتامبر 2017 ، مجموعه مقالات: پردازش تصویر و بینایی کامپیوتری
در صورت تبدیل فایل کتاب Advanced Concepts for Intelligent Vision Systems: 18th International Conference, ACIVS 2017, Antwerp, Belgium, September 18-21, 2017, Proceedings به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.
توجه داشته باشید کتاب مفاهیم پیشرفته برای سیستم های بینایی هوشمند: هجدهمین کنفرانس بین المللی ، ACIVS 2017 ، آنتورپ ، بلژیک ، 18 تا 21 سپتامبر 2017 ، مجموعه مقالات نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.
این کتاب مجموعه مقالات داوری هجدهمین کنفرانس بینالمللی
مفاهیم پیشرفته برای سیستمهای بینایی هوشمند، ACIVS 2017 است
که در آنتورپ، بلژیک، در سپتامبر 2017 برگزار شد.
63 مقاله کامل ارائهشده در این جلد با دقت انتخاب شدند. از 134
ارسال آنها با تعامل انسان و کامپیوتر سر و کار دارند. طبقه
بندی و شناخت؛ ناوبری، نقشه برداری، روباتیک، و حمل و نقل.
پردازش و بازیابی ویدئو؛ امنیت، پزشکی قانونی، نظارت؛ و پردازش
تصویر.
This book constitutes the refereed proceedings of the 18th
International Conference on Advanced Concepts for Intelligent
Vision Systems, ACIVS 2017, held in Antwerp, Belgium, in
September 2017.
The 63 full papers presented in this volume were carefully
selected from 134 submissions. They deal with human-computer
interaction; classification and recognition; navigation,
mapping, robotics, and transports; video processing and
retrieval; security, forensics, surveillance; and image
processing.
Front Matter ....Pages I-XVI
Front Matter ....Pages 1-1
A Two-Step Methodology for Human Pose Estimation Increasing the Accuracy and Reducing the Amount of Learning Samples Dramatically (Samir Azrour, Sébastien Piérard, Pierre Geurts, Marc Van Droogenbroeck)....Pages 3-14
Body Related Occupancy Maps for Human Action Recognition (Sanne Roegiers, Gianni Allebosch, Peter Veelaert, Wilfried Philips)....Pages 15-27
Facial Expression Recognition Using Local Region Specific Dense Optical Flow and LBP Features (Deepak Ghimire, Sang Hyun Park, Mi Jin Kim)....Pages 28-38
Fully Automated Facial Expression Recognition Using 3D Morphable Model and Mesh-Local Binary Pattern (Hela Bejaoui, Haythem Ghazouani, Walid Barhoumi)....Pages 39-50
Real Time Continuous Tracking of Dynamic Hand Gestures on a Mobile GPU (Robert Prior, David Capson, Alexandra Branzan Albu)....Pages 51-62
Multi-camera Finger Tracking and 3D Trajectory Reconstruction for HCI Studies (Vadim Lyubanenko, Toni Kuronen, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Jukka Häkkinen)....Pages 63-74
Full Screen Touch Detection for the Virtual Touch Screen (Katsuto Nakajima, Takafumi Igarashi)....Pages 75-86
Front Matter ....Pages 87-87
Optimal Tiling Strategy for Memory Bandwidth Reduction for CNNs (Leonardo Cecconi, Sander Smets, Luca Benini, Marian Verhelst)....Pages 89-100
Statistical Radial Binary Patterns (SRBP) for Bark Texture Identification (Safia Boudra, Itheri Yahiaoui, Ali Behloul)....Pages 101-113
Object Tracking Using Deep Convolutional Neural Networks and Visual Appearance Models (Bogdan Mocanu, Ruxandra Tapu, Titus Zaharia)....Pages 114-125
Sensing Forest for Pattern Recognition (Irina Burciu, Thomas Martinetz, Erhardt Barth)....Pages 126-137
Analysis of Skeletal Shape Trajectories for Person Re-Identification (Amani Elaoud, Walid Barhoumi, Hassen Drira, Ezzeddine Zagrouba)....Pages 138-149
Deep Learning on Underwater Marine Object Detection: A Survey (Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Mohammed Bennamoun, Paul Lavery)....Pages 150-160
A Novel and Accurate Local 3D Representation for Face Recognition (Soumaya Mathlouthi, Majdi Jribi, Faouzi Ghorbel)....Pages 161-169
Human Face Detection Improvement Using Incremental Learning Based on Low Variance Directions (Takoua Kefi, Riadh Ksantini, Mohamed Bécha Kaâniche, Adel Bouhoula)....Pages 170-179
Multi-view Pose Estimation with Flexible Mixtures-of-Parts (Emre Dogan, Gonen Eren, Christian Wolf, Eric Lombardi, Atilla Baskurt)....Pages 180-190
Shearlet-Based Region Map Guidance for Improving Hyperspectral Image Classification (Mariem Zaouali, Sonia Bouzidi, Ezzeddine Zagrouba)....Pages 191-202
Evaluation of Dimensionality Reduction Methods for Remote Sensing Images Using Classification and 3D Visualization (Andreea Griparis, Daniela Faur, Mihai Datcu)....Pages 203-211
Towards Condition Analysis for Machine Vision Based Traffic Sign Inventory (Petri Hienonen, Lasse Lensu, Markus Melander, Heikki Kälviäinen)....Pages 212-224
Learning Siamese Features for Finger Spelling Recognition (Bogdan Kwolek, Shinji Sako)....Pages 225-236
AMD Classification in Choroidal OCT Using Hierarchical Texton Mining (Dafydd Ravenscroft, Jingjing Deng, Xianghua Xie, Louise Terry, Tom H. Margrain, Rachel V. North et al.)....Pages 237-248
Prostate Size Inference from Abdominal Ultrasound Images with Patch Based Prior Information (Nur Banu Albayrak, Emrah Yildirim, Yusuf Sinan Akgul)....Pages 249-259
Front Matter ....Pages 261-261
Omnidirectional Localization in vSLAM with Uncertainty Propagation and Bayesian Regression (David Valiente, Óscar Reinoso, Arturo Gil, Luis Payá, Mónica Ballesta)....Pages 263-274
Visual Localization Based on Place Recognition Using Multi-feature Combination (D-\(\lambda \)LBP++HOG) (Yongliang Qiao, Cindy Cappelle, Tao Yang, Yassine Ruichek)....Pages 275-287
Homography-Based Navigation System for Unmanned Aerial Vehicles (Abdulla Al-Kaff, Arturo de La Escalera, José María Armingol)....Pages 288-300
Robust Tracking in Weakly Dynamic Scenes (Trevor Gee, Rui Gong, Patrice Delmas, Georgy Gimel’farb)....Pages 301-312
Texturizing and Refinement of 3D City Models with Mobile Devices (Ralf Gutbell, Hannes Kuehnel, Arjan Kuijper)....Pages 313-324
Image Classification for Ground Traversability Estimation in Robotics (R. Omar Chavez-Garcia, Jérôme Guzzi, Luca M. Gambardella, Alessandro Giusti)....Pages 325-336
InSAR Coherence-Dependent Fuzzy C-Means Flood Mapping Using Particle Swarm Optimization (Chayma Chaabani, Riadh Abdelfattah)....Pages 337-348
Monitoring and Evaluation of Flooded Areas Based on Fused Texture Descriptors (Loretta Ichim, Dan Popescu)....Pages 349-360
Front Matter ....Pages 361-361
Anomaly Detection in Crowded Scenarios Using Local and Global Gaussian Mixture Models (Adrián Tomé, Luis Salgado)....Pages 363-374
JND-Guided Perceptual Pre-filtering for HEVC Compression of UHDTV Video Contents (Eloïse Vidal, François-Xavier Coudoux, Patrick Corlay, Christine Guillemot)....Pages 375-385
Visual versus Textual Embedding for Video Retrieval (Danny Francis, Paul Pidou, Bernard Merialdo, Benoît Huet)....Pages 386-395
Handling Noisy Labels in Gaze-Based CBIR System (Stéphanie Lopez, Arnaud Revel, Diane Lingrand, Frédéric Precioso)....Pages 396-405
Extracting Relevant Features from Videos for a Robust Smoke Detection (Olfa Besbes, Amel Benazza-Benyahia)....Pages 406-417
Images Annotation Extension Based on User Feedback (Abdessalem Bouzaieni, Salvatore Tabbone)....Pages 418-430
A Domain Independent Approach to Video Summarization (Amanda Dash, Alexandra Branzan Albu)....Pages 431-442
Is a Memoryless Motion Detection Truly Relevant for Background Generation with LaBGen? (Benjamin Laugraud, Marc Van Droogenbroeck)....Pages 443-454
Large-Scale Camera Network Topology Estimation by Lighting Variation (Michael Zhu, Anthony Dick, Anton van den Hengel)....Pages 455-467
Counting Large Flocks of Birds Using Videos Acquired with Hand-Held Devices (Amanda Dash, Alexandra Branzan Albu)....Pages 468-478
Fast Ground Detection for Range Cameras on Road Surfaces Using a Three-Step Segmentation (Izaak Van Crombrugge, Ibrahim Ben Azza, Rudi Penne, Gregory Van Barel, Steve Vanlanduit)....Pages 479-490
Front Matter ....Pages 491-491
A Robust Video Watermarking for Real-Time Application (Ines Bayoudh, Saoussen Ben Jabra, Ezzeddine Zagrouba)....Pages 493-504
Multi-object Tracking Using Compressive Sensing Features in Markov Decision Process (Tao Yang, Cindy Cappelle, Yassine Ruichek, Mohammed El Bagdouri)....Pages 505-517
Face Detection in Thermal Infrared Images: A Comparison of Algorithm- and Machine-Learning-Based Approaches (Marcin Kopaczka, Jan Nestler, Dorit Merhof)....Pages 518-529
Cell-Based Approach for 3D Reconstruction from Incomplete Silhouettes (Maarten Slembrouck, Peter Veelaert, David Van Hamme, Dimitri Van Cauwelaert, Wilfried Philips)....Pages 530-541
Sliding Window Based Micro-expression Spotting: A Benchmark (Thuong-Khanh Tran, Xiaopeng Hong, Guoying Zhao)....Pages 542-553
Bimodal Person Re-identification in Multi-camera System (Hazar Mliki, Mariem Naffeti, Emna Fendri)....Pages 554-565
Front Matter ....Pages 567-567
Adding GLCM Texture Analysis to a Combined Watershed Transform and Graph Cut Model for Image Segmentation (Kauê T. N. Duarte, Marco A. G. de Carvalho, Paulo S. Martins)....Pages 569-580
Background Subtraction with Multispectral Images Using Codebook Algorithm (Rongrong Liu, Yassine Ruichek, Mohammed El Bagdouri)....Pages 581-590
Image Ridge Denoising Using No-Reference Metric (Nikolay Mamaev, Dmitry Yurin, Andrey Krylov)....Pages 591-601
A CSF-Based Preprocessing Method for Image Deblurring (Maria Carmela Basile, Vittoria Bruni, Domenico Vitulano)....Pages 602-614
Data Augmentation for Plant Classification (Pornntiwa Pawara, Emmanuel Okafor, Lambert Schomaker, Marco Wiering)....Pages 615-626
Vision Based Lidar Segmentation for Scan Matching and Camera Fusion (Gabriel Burtin, Patrick Bonnin, Florent Malartre)....Pages 627-638
Proposal of Segmentation Method Adapted to the Infrared Sensor (Félix Polla, Kamal Boudjelaba, Bruno Emile, Hélène Laurent)....Pages 639-650
Detection and Tracking of the Pores of the Lamina Cribrosa in Three Dimensional SD-OCT Data (Florence Rossant, Kate Grieve, Stéphanie Zwillinger, Michel Paques)....Pages 651-663
Leaves Segmentation in 3D Point Cloud (William Gélard, Ariane Herbulot, Michel Devy, Philippe Debaeke, Ryan F. McCormick, Sandra K. Truong et al.)....Pages 664-674
Relative Camera Pose Estimation Using Convolutional Neural Networks (Iaroslav Melekhov, Juha Ylioinas, Juho Kannala, Esa Rahtu)....Pages 675-687
Shape Acquisition System Using an Handheld Line Laser Pointer Without Markers (Jae-Hean Kim, Hyun Kang, Jin Sung Choi, Chang Joon Park)....Pages 688-700
3D Visualization of Radioactive Sources by Combining Depth Maps Generated from a Stereo Radiation Detection Device (Pathum Rathnayaka, Seung-Hae Baek, Soon-Yong Park)....Pages 701-710
Filling Missing Parts of a 3D Mesh by Fusion of Incomplete 3D Data (Laszlo Kormoczi, Zoltan Kato)....Pages 711-722
An Efficient Descriptor Based on Radial Line Integration for Fast Non-invariant Matching and Registration of Microscopy Images (Anders Hast, Gustaf Kylberg, Ida-Maria Sintorn)....Pages 723-734
3D Shape from SEM Image Using Improved Fast Marching Method (Lei Huang, Yuji Iwahori, Aili Wang, M. K. Bhuyan)....Pages 735-747
An Enhanced Multi-label Random Walk for Biomedical Image Segmentation Using Statistical Seed Generation (Ang Bian, Aaron Scherzinger, Xiaoyi Jiang)....Pages 748-760
Back Matter ....Pages 761-763