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7th ICPRAM 2018: Funchal, Portugal
- Maria De Marsico, Gabriella Sanniti di Baja, Ana L. N. Fred:
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2018, Funchal, Madeira - Portugal, January 16-18, 2018. SciTePress 2018, ISBN 978-989-758-276-9
Invited Speakers
- Rita Cucchiara:
Human Behaviour Understanding for Automotive and Surveillance. ICPRAM 2018: 5 - Edwin R. Hancock:
Time Evolving Networks in Finance and Medicine. ICPRAM 2018: 7 - Xiaoyi Jiang:
Biomedical Imaging - Challenges and Potentials. ICPRAM 2018: 9 - Alfred M. Bruckstein:
On Location and Registration Fiducials - Their Analysis and Design. ICPRAM 2018: 11
Papers
- Sousuke Takami, Akihiro Inokuchi:
Accurate and Fast Computation of Approximate Graph Edit Distance based on Graph Relabeling. 17-26 - Francesco Bidoia, Matthia Sabatelli, Amirhossein Shantia, Marco A. Wiering
, Lambert Schomaker
A Deep Convolutional Neural Network for Location Recognition and Geometry based Information. 27-36 - Julia Lasserre, Katharina Rasch, Roland Vollgraf:
Studio2Shop: From Studio Photo Shoots to Fashion Articles. 37-48 - Przemyslaw Klesk, Aneta Bera
Constant-time Extraction of Statistical Moments for Object Detection Procedures. 49-59 - Ezgi Mercan, Sachin Mehta, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore
Automated Diagnosis of Breast Cancer and Pre-invasive Lesions on Digital Whole Slide Images. 60-68 - Yuguang Li, Ezgi Mercan, Stevan Knezevich, Joann G. Elmore
Efficient and Accurate Mitosis Detection - A Lightweight RCNN Approach. 69-77 - Yongjian Xue, Pierre Beauseroy:
Transfer Learning to Adapt One Class SVM Detection to Additional Features. 78-85 - Zhixin Guo, Wenzhi Liao, Peter Veelaert, Wilfried Philips:
Occlusion-robust Detector Trained with Occluded Pedestrians. 86-94 - Huanqian Yan, Yonggang Lu
Density-based Clustering using Automatic Density Peak Detection. 95-102 - Dariusz Sychel
Notes on Expected Computational Cost of Classifiers Cascade: A Geometric View. 103-114 - Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel:
Interactive LSTM-Based Design Support in a Sketching Tool for the Architectural Domain - Floor Plan Generation and Auto Completion based on Recurrent Neural Networks. 115-123 - Marcin Kopaczka, Marco Saggiomo, Moritz Güttler, Thomas Gries
Fully Automatic Faulty Weft Thread Detection using a Camera System and Feature-based Pattern Recognition. 124-132 - Ankit Sharma, Apurv Kumar, Sony Allappa, Veena Thenkanidiyoor, Dileep Aroor Dinesh, Shikha Gupta:
Modified Time Flexible Kernel for Video Activity Recognition using Support Vector Machines. 133-140 - Shikha Gupta, Deepak Kumar Pradhan, Dileep Aroor Dinesh, Veena Thenkanidiyoor:
Deep Spatial Pyramid Match Kernel for Scene Classification. 141-148 - Évariste Daller, Sébastien Bougleux
Approximate Graph Edit Distance by Several Local Searches in Parallel. 149-158 - Taiga Kawaguchi, Kouichi Hirata
Earth Mover's Distances for Rooted Labaled Unordered Trees based on Tai Mapping Hierarchy. 159-168 - Johannes Steffen, Jonathan Napp, Stefan Pollmann, Klaus Tönnies:
Perception Enhancement for Bionic Vision - Preliminary Study on Object Classification with Subretinal Implants. 169-177 - Delia Mitrea, Sergiu Nedevschi
Automatic Recognition of the Hepatocellular Carcinoma from Ultrasound Images using Complex Textural Microstructure Co-Occurrence Matrices (CTMCM). 178-189 - Cornelius Glackin, Julie A. Wall
Convolutional Neural Networks for Phoneme Recognition. 190-195 - Pannawit Samatthiyadikun, Atsuhiro Takasu:
Supervised Deep Polylingual Topic Modeling for Scholarly Information Recommendations. 196-201 - Jeffrey Dale, America Nishimoto, Tayo Obafemi-Ajayi
Performance Evaluation and Enhancement of Biclustering Algorithms. 202-213 - Faraj Alhwarin, Alexander Ferrein
CRVM: Circular Random Variable-based Matcher - A Novel Hashing Method for Fast NN Search in High-dimensional Spaces. 214-221 - Yanan Miao, Huan Ma, Jia Cui, Xiaoming Tao:
Joint Monocular 3D Car Shape Estimation and Landmark Localization via Cascaded Regression. 222-232 - Niels Chr. Overgaard:
On the Taut String Interpretation of the One-dimensional Rudin-Osher-Fatemi Model. 233-244 - Gabrielle Flood, Anders Heyden, Kalle Åström
Estimating Uncertainty in Time-difference and Doppler Estimates. 245-253 - Danilo Avola, Luigi Cinque, Gian Luca Foresti, Marco Raoul Marini
A Rover-based System for Searching Encrypted Targets in Unknown Environments. 254-261 - Rawya Al-Akam, Dietrich Paulus:
Local and Global Feature Descriptors Combination from RGB-Depth Videos for Human Action Recognition. 265-272 - YangSub Park, KilBum Kang, Sang-Yun Yun, SeongSoo Kim:
The Method to Measure Si Thickness for Bond Line Thickness. 273-275 - Matthia Sabatelli, Francesco Bidoia, Valeriu Codreanu, Marco A. Wiering:
Learning to Evaluate Chess Positions with Deep Neural Networks and Limited Lookahead. 276-283 - Van Khoa Le, Edith Grall-Maës, Pierre Beauseroy:
Abnormal Events Detection for Infrastructure Security using Key Metrics. 284-290 - Pekka Siirtola, Heli Koskimäki, Juha Röning:
Experiences with Publicly Open Human Activity Data Sets - Studying the Generalizability of the Recognition Models. 291-299 - Marc Steven Krämer, Simon Hardt, Klaus-Dieter Kuhnert:
Image Features in Space - Evaluation of Feature Algorithms for Motion Estimation in Space Scenarios. 300-308 - Przemyslaw Buczkowski
Deep Learning Approaches towards Book Covers Classification. 309-316 - Xin Ning
Face Anti-spoofing based on Deep Stack Generalization Networks. 317-323 - Syed Saqib Bukhari, Ashutosh Gupta, Anil Kumar Tiwari, Andreas Dengel:
High Performance Layout Analysis of Medieval European Document Images. 324-331 - Shunsuke Sakurai, Hideaki Uchiyama, Atsushi Shimada, Daisaku Arita
Two-step Transfer Learning for Semantic Plant Segmentation. 332-339 - Dario Lo Castro, Domenico Tegolo, Cesare Valenti:
A Fast Multiresolution Approach Useful for Retinal Image Segmentation. 340-345 - Najmah Alharbi, Ji Zhou
Automatic Counting of Wheat Spikes from Wheat Growth Images. 346-355 - Naoya Higuchi, Yasunobu Imamura, Tetsuji Kuboyama, Kouichi Hirata
Nearest Neighbor Search using Sketches as Quantized Images of Dimension Reduction. 356-363 - Rabah Iguernaissi, Djamal Merad
People Counting based on Kinect Depth Data. 364-370 - Michael A. Pratt, Chee-Hung Henry Chu:
Predicting Hospital Safety Measures using Patient Experience of Care Responses. 371-378 - Kazuki Goro, Kazunori Onoguchi:
Road Boundary Detection using In-vehicle Monocular Camera. 379-387 - Martin Jenckel, Sourabh Sarvotham Parkala, Syed Saqib Bukhari, Andreas Dengel:
Impact of Training LSTM-RNN with Fuzzy Ground Truth. 388-393 - Fábio Mendonça
Automatic Detection of a Phases for CAP Classification. 394-400 - Roxane Licandro
Application of Machine Learning for Automatic MRD Assessment in Paediatric Acute Myeloid Leukaemia. 401-408 - Julien Langlois, Harold Mouchère
3D Orientation Estimation of Industrial Parts from 2D Images using Neural Networks. 409-416 - Geoffrey Roman-Jimenez, Christian Viard-Gaudin, Adeline Granet, Harold Mouchère
Transfer Learning for Structures Spotting in Unlabeled Handwritten Documents using Randomly Generated Documents. 417-425 - Maxim Stankevich
Feature Engineering for Depression Detection in Social Media. 426-431 - Adeline Granet, Emmanuel Morin, Harold Mouchère
Transfer Learning for Handwriting Recognition on Historical Documents. 432-439 - Tharindu Kumarage, Nadun De Silva, Malsha Ranawaka, Chamal Kuruppu, Surangika Ranathunga:
Anomaly Detection in Industrial Software Systems - Using Variational Autoencoders. 440-447 - Koichiro Yamauchi
Minimum Modal Regression. 448-455 - Andreas Look, Oliver Kirschner, Stefan Riedelbauch
Building Robust Classifiers with Generative Adversarial Networks for Detecting Cavitation in Hydraulic Turbines. 456-462 - Hany Ferdinando, Esko Alasaarela:
Enhancement of Emotion Recogniton using Feature Fusion and the Neighborhood Components Analysis. 463-469 - Kevin R. Keane, Jason J. Corso:
The Wrong Tool for Inference - A Critical View of Gaussian Graphical Models. 470-477 - Oliver Kramer:
Dimensionality Reduction with Evolutionary Shephard-Kruskal Embeddings. 478-481 - Marc Lalonde, Pierre-Luc St-Charles
Localizing People in Crosswalks using Visual Odometry: Preliminary Results. 482-487 - Prakruti Bhatt, Sanat Sarangi, Srinivasu Pappula:
Coarse Clustering and Classification of Images with CNN Features for Participatory Sensing in Agriculture. 488-495 - Gunilla Borgefors:
The Scarcity of Universal Colour Names. 496-502 - Andrey Kopylov, Oleg Seredin, Olesia Kushnir, Inessa Gracheva
Background-Invariant Robust Hand Detection based on Probabilistic One-Class Color Segmentation and Skeleton Matching. 503-510 - Jens Garstka, Gabriele Peters:
Self-Learning 3D Object Classification. 511-519 - Jakub Nalepa, Michael P. Hayball, Stephen J. Brown, Michal Kawulok, Janusz Szymanek:
Extracting Biomarkers from Dynamic Images - Approaches and Challenges. 520-525 - Jakub Nalepa, Piotr Mokry, Janusz Szymanek, Michael P. Hayball:
Transferring Information Across Medical Images of Different Modalities. 526-533 - Liliana Lo Presti, Marco La Cascia
Multi-modal Medical Image Registration by Local Affine Transformations. 534-540 - Abdenour Hacine-Gharbi, Philippe Ravier:
Wavelet Cepstral Coefficients for Electrical Appliances Identification using Hidden Markov Models. 541-549 - Eren Unlu, Emmanuel Zenou, Nicolas Rivière:
Generic Fourier Descriptors for Autonomous UAV Detection. 550-554 - Jianping Zhang, Xiyu Liu, Yong Li:
Novel Clustering based on Discrete Morse Technique. 555-562 - Xijiong Xie:
Sparse Least Squares Twin Support Vector Machines with Manifold-preserving Graph Reduction. 563-567 - Marcus Valtonen Örnhag
Relative Pose Estimation in Binocular Vision for a Planar Scene using Inter-Image Homographies. 568-575 - Yue Pang, Chaoyi Jin, Xiangdong Zhou, Naiwang Guo, Yong Zhang:
Hierarchical Electricity Demand Forecasting by Exploring the Electricity Consumption Patterns. 576-581 - Chaoyi Jin, Minyang Xu, Lan Lin, Xiangdong Zhou:
Exploring BIM Data by Graph-based Unsupervised Learning. 582-589 - Bo Yao, Yiming Xu, Yue Pang, Chaoyi Jin, Zijing Tan, Xiangdong Zhou, Yun Su:
Electricity Consumption Model Analysis based on Sparse Principal Components. 590-596 - Tomoya Komiyama, Kazuhiro Hotta, Kazuo Oda, Satomi Kakuta, Mikako Sano:
Semantic Segmentation in Red Relief Image Map by UX-Net. 597-602 - Ryosuke Kamiya, Kazuhiro Hotta, Kazuo Oda, Satomi Kakuta:
Road Detection from Satellite Images by Improving U-Net with Difference of Features. 603-607 - Masaki Umemura, Kazuhiro Hotta, Hideki Nonaka, Kazuo Oda:
Segmentation of Lidar Intensity using Weighted Fusion based on Appropriate Region Size. 608-613 - Bahram Lavi Sefidgari
Comparative Study of the Behavior of Feature Reduction Methods in Person Re-identification Task. 614-621 - Yan Lai, Nanxin Wang, Yusi Yang, Lan Lin:
Traffic Signs Recognition and Classification based on Deep Feature Learning. 622-629 - Maria De Marsico, Eduard Gabriel Fartade, Alessio Mecca
Feature-based Analysis of Gait Signals for Biometric Recognition - Automatic Extraction and Selection of Features from Accelerometer Signals. 630-637 - Danilo Avola, Marco Bernardi, Luigi Cinque, Gian Luca Foresti, Cristiano Massaroni:
Combining Keypoint Clustering and Neural Background Subtraction for Real-time Moving Object Detection by PTZ Cameras. 638-645 - Javier Lorenzo-Navarro
Automatic Counting and Classification of Microplastic Particles. 646-652
Special Session on INsights DiscovEry from LifElog Data
- Binh T. Nguyen, Duc-Tien Dang-Nguyen, Dang Xuan Tien
A Deep Learning based Food Recognition System for Lifelog Images. 657-664 - Tung Duy Dinh, Dinh-Hieu Nguyen, Minh-Triet Tran
Social Relation Trait Discovery from Visual LifeLog Data with Facial Multi-Attribute Framework. 665-674 - Thanh-Dat Truong, Vinh-Tiep Nguyen, Minh-Triet Tran
Lightweight Deep Convolutional Network for Tiny Object Recognition. 675-682 - Minh-Son Dao, Duc-Tien Dang-Nguyen, Asem Kasem, Hung Tran-The:
HealthyClassroom - A Proof-of-Concept Study for Discovering Students' Daily Moods and Classroom Emotions to Enhance a Learning-teaching Process using Heterogeneous Sensors. 685-691
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