Abstract is missing.
- Deep Learning in Image Diagnostics: Recent Results and OutlookBram van Ginneken. 5
- Unsupervised Internal LearningMichal Irani. 7
- Double-identity BiometricsDavide Maltoni. 9
- Actual Impact of GAN Augmentation on CNN Classification PerformanceThomas Pinetz, Johannes Ruisz, Daniel Soukup. 15-23 [doi]
- Planar Motion Bundle AdjustmentMarcus Valtonen Örnhag, Mårten Wadenbäck. 24-31 [doi]
- Deep Learning for Radar Pulse DetectionHa Q. Nguyen, Dat T. Ngo, Van-Long Do. 32-39 [doi]
- Fast Non-minimal Solvers for Planar Motion Compatible HomographiesMarcus Valtonen Örnhag. 40-51 [doi]
- The Growing N-Gram Algorithm: A Novel Approach to String ClusteringCorrado Grappiolo, Eline Verwielen, Nils Noorman. 52-63 [doi]
- Pluggable Drone Imaging Analysis Framework for Mob Detection during Open-air EventsJerico Moeyersons, Brecht Verhoeve, Pieter-Jan Maenhaut, Bruno Volckaert, Filip De Turck. 64-72 [doi]
- BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement LearningSimyung Chang, Youngjoon Yoo, Jaeseok Choi, Nojun Kwak. 73-82 [doi]
- Eliminating Noise in the Matrix ProfileDieter De Paepe, Olivier Janssens, Sofie Van Hoecke. 83-93 [doi]
- Dual SVM Training on a BudgetSahar Qaadan, Merlin Schüler, Tobias Glasmachers. 94-106 [doi]
- Deep Learning-based Method for Classifying and Localizing Potato BlemishesSofia Marino, Pierre Beauseroy, André Smolarz. 107-117 [doi]
- Feature Extraction of Epileptic EEG in Spectral Domain via Functional Data AnalysisShengkun Xie, Anna T. Lawniczak. 118-127 [doi]
- Goal-conditioned User Modeling for Dialogue Systems using Stochastic Bi-AutomataManex Serras, María Inés Torres, Arantza del Pozo. 128-134 [doi]
- All Together Now! The Benefits of Adaptively Fusing Pre-trained Deep RepresentationsYehezkel S. Resheff, Itay Lieder, Tom Hope. 135-144 [doi]
- Removal of Historical Document Degradations using Conditional GANsVeeru Dumpala, Sheela Raju Kurupathi, Syed Saqib Bukhari, Andreas Dengel. 145-154 [doi]
- A Cellular Automata based Classification AlgorithmTugba Usta, Enes Burak Dündar, Emin Erkan Korkmaz. 155-162 [doi]
- Automatic Information Extraction from Piping and Instrumentation DiagramsRohit Rahul, Shubham Paliwal, Monika Sharma, Lovekesh Vig. 163-172 [doi]
- Annealing by Increasing Resampling in the Unified View of Simulated AnnealingYasunobu Imamura, Naoya Higuchi, Takeshi Shinohara, Kouichi Hirata, Tetsuji Kuboyama. 173-180 [doi]
- Detecting a Fetus in Ultrasound Images using Grad CAM and Locating the Fetus in the UterusGenta Ishikawa, Rong Xu, Jun Ohya, Hiroyasu Iwata. 181-189 [doi]
- Detecting and Tracking Surgical Tools for Recognizing Phases of the Awake Brain Tumor Removal SurgeryHiroki Fujie, Keiju Hirata, Takahiro Horigome, Hiroshi Nagahashi, Jun Ohya, Manabu Tamura, Ken Masamune, Yoshihiro Muragaki. 190-199 [doi]
- Stochastic Phase Estimation and UnwrappingMara Pistellato, Filippo Bergamasco, Andrea Albarelli, Luca Cosmo, Andrea Gasparetto, Andrea Torsello. 200-209 [doi]
- Accelerated Algorithm for Computation of All Prime Patterns in Logical Analysis of DataArthur Chambon, Frédéric Lardeux, Frédéric Saubion, Tristan Boureau. 210-220 [doi]
- Adversarial Alignment of Class Prediction Uncertainties for Domain AdaptationJeroen Manders, Twan van Laarhoven, Elena Marchiori. 221-231 [doi]
- Using Recurrent Neural Networks for Action and Intention Recognition of Car DriversMartin Torstensson, Boris Duran, Cristofer Englund. 232-242 [doi]
- Gaussian Model Trees for Traffic ImputationSebastian Buschjäger, Thomas Liebig, Katharina Morik. 243-254 [doi]
- AveRobot: An Audio-visual Dataset for People Re-identification and Verification in Human-Robot InteractionMirko Marras, Pedro A. Marín-Reyes, Javier Lorenzo-Navarro, Modesto Castrillón Santana, Gianni Fenu. 255-265 [doi]
- A Fast and Efficient Method for Solving the Multiple Closed Curve Detection ProblemUna Radojicic, Rudolf Scitovski, Kristian Sabo. 269-276 [doi]
- Detection of Primitives in Engineering Drawing using Genetic AlgorithmSalwan Alwan, Jean-Marc Le Caillec, Gerard Le Meur. 277-282 [doi]
- mDBSCAN: Real Time Superpixel Segmentation by DBSCAN Clustering based on Boundary TermHasan Almassri, Tim Dackermann, Norbert Haala. 283-291 [doi]
- Semantic Segmentation via Global Convolutional Network and Concatenated Feature MapsChuan Kai Wang, Long-Wen Chang. 292-297 [doi]
- Metric Learning in Codebook Generation of Bag-of-Words for Person Re-identificationLu Tian, Ranran Huang, Yu Wang. 298-306 [doi]
- Object Detection and Classification on Heterogeneous DatasetsTobias Brosch, Ahmed Elshaarany. 307-312 [doi]
- Deep Learning for Pulse Repetition Interval ClassificationHa P. K. Nguyen, Ha Q. Nguyen, Dat T. Ngo. 313-319 [doi]
- Multiclass Tissue Classification of Whole-Slide Histological Images using Convolutional Neural NetworksRune Wetteland, Kjersti Engan, Trygve Eftestøl, Vebjørn Kvikstad, Emilius A. M. Janssen. 320-327 [doi]
- Classification of Ground Moving Radar Targets with RBF Neural NetworksEran Notkin, Tomer Cohen, Akiva Novoselsky. 328-333 [doi]
- Flock Patterns When Pigeons Fly over Terrain with Different PropertiesMargarita Zaleshina, Alexander Zaleshin. 334-341 [doi]
- Physical Activity Recognition by Utilising Smartphone Sensor SignalsAbdulrahman Alruban, Hind Alobaidi, Nathan L. Clarke, Fudong Li. 342-351 [doi]
- Two-layer Residual Feature Fusion for Object DetectionJaeseok Choi, Kyoungmin Lee, Jisoo Jeong, Nojun Kwak. 352-359 [doi]
- A Study of Various Text Augmentation Techniques for Relation Classification in Free TextPraveen Kumar Badimala Giridhara, Chinmaya Mishra, Reddy Kumar Modam Venkataramana, Syed Saqib Bukhari, Andreas Dengel. 360-367 [doi]
- Multimodal Sentiment Analysis: A Multitask Learning ApproachMathieu Pagé Fortin, Brahim Chaib-draa. 368-376 [doi]
- Feedforward and Feedback Processing of Spatiotemporal Tubes for Efficient Object LocalizationKhari Jarrett, Joachim Lohn-Jaramillo, Elijah F. W. Bowen, Laura Ray, Richard Granger. 377-387 [doi]
- Dimensionality Reduction in Supervised Models-based for Heart Failure PredictionAnna Karen Garate Escamilla, Amir Hajjam el Hassani, Emmanuel Andres. 388-395 [doi]
- Semantic Segmentation of Non-linear Multimodal Images for Disease Grading of Inflammatory Bowel Disease: A SegNet-based ApplicationPranita Pradhan, Tobias Meyer, Michael Vieth, Andreas Stallmach, Maximilian Waldner, Michael Schmitt, Jürgen Popp, Thomas Bocklitz. 396-405 [doi]
- Overcoming Labeling Ability for Latent Positives: Automatic Label Correction along Data SeriesAzusa Sawada, Takashi Shibata. 406-413 [doi]
- Japanese Scene Character Recognition using Random Image Feature and Ensemble SchemeFuma Horie, Hideaki Goto. 414-420 [doi]
- Estimation of Correlation between Texture Features and Surface Parameters for Milled Metal PartsKonstantin Trambitckii, Katharina Anding, Lilli Haar, Gunther Notni. 421-428 [doi]
- Simple Domain Adaptation for CAD based Object RecognitionKripasindhu Sarkar, Didier Stricker. 429-437 [doi]
- Deep Neural Networks with Intersection over Union Loss for Binary Image SegmentationFloris van Beers, Arvid Lindström, Emmanuel Okafor, Marco A. Wiering. 438-445 [doi]
- Polyp Classification and Clustering from Endoscopic Images using Competitive and Convolutional Neural NetworksAvish Kabra, Yuji Iwahori, Hiroyasu Usami, Manas Kamal Bhuyan, Naotaka Ogasawara, Kunio Kasugai. 446-452 [doi]
- Sparse l2-norm Regularized Regression for Face RecognitionAhmad Qudaimat, Hasan Demirel. 453-458 [doi]
- A Novel Breadth-first Strategy Algorithm for Discovering Sequential Patterns from Spatio-temporal DataPiotr S. Maciag, Robert Bembenik. 459-466 [doi]
- Understanding Sprinting Motion Skills using Unsupervised Learning for Stepwise Skill Improvements of Running MotionChanjin Seo, Masato Sabanai, Hiroyuki Ogata, Jun Ohya. 467-475 [doi]
- Privacy and Fairness in Recommender Systems via Adversarial Training of User RepresentationsYehezkel S. Resheff, Yanai Elazar, Moni Shahar, Oren Sar Shalom. 476-482 [doi]
- A Novel Approach for Anomaly Detection in Power Consumption DataC. Chahla, Hichem Snoussi, Leïla Merghem, Moez Esseghir. 483-490 [doi]
- Deep Learning for Relevance Filtering in Syndromic Surveillance: A Case Study in Asthma/Difficulty BreathingOduwa Edo-Osagie, Beatriz de la Iglesia, Iain Lake, Obaghe Edeghere. 491-500 [doi]
- Faster RBF Network Learning Utilizing Singular RegionsSeiya Satoh, Ryohei Nakano. 501-508 [doi]
- Mixture of Multilayer Perceptron RegressionsRyohei Nakano, Seiya Satoh. 509-516 [doi]
- Improving the Dictionary Construction in Sparse Representation using PCANet for Face RecognitionPeiyu Kang, Yonggang Lu, Diqi Pan, Wenjie Guo. 517-523 [doi]
- Document Image Dewarping using Deep LearningVijaya Kumar Bajjer Ramanna, Syed Saqib Bukhari, Andreas Dengel. 524-531 [doi]
- Multi-stage Off-line Arabic Handwriting Recognition Approach using Advanced Cascading TechniqueTaraggy M. Ghanim, Mahmoud I. Khalil, Hazem M. Abbas. 532-539 [doi]
- Fast Nearest Neighbor Search with Narrow 16-bit SketchNaoya Higuchi, Yasunobu Imamura, Tetsuji Kuboyama, Kouichi Hirata, Takeshi Shinohara. 540-547 [doi]
- Pedestrian Similarity Extraction to Improve People Counting AccuracyXu Yang, José Gaspar, Wei Ke, Chan-Tong Lam, Yanwei Zheng, Weng Hong Lou, Yapeng Wang. 548-555 [doi]
- A Robust Page Frame Detection Method for Complex Historical Document ImagesMohammad Mohsin Reza, Md. Ajraf Rakib, Syed Saqib Bukhari, Andreas Dengel. 556-564 [doi]
- Forecasting Hotel Room Sales within Online Travel Agencies by Combining Multiple Feature SetsGizem Aras, Gülsah Ayhan, Mehmet Ali Sarikaya, A. Aylin Tokuç, Cemal Okan Sakar. 565-573 [doi]
- Template based Human Pose and Shape Estimation from a Single RGB-D ImageZhongguo Li, Anders Heyden, Magnus Oskarsson. 574-581 [doi]
- Comparison between Supervised and Unsupervised Feature Selection MethodsLilli Haar, Katharina Anding, Konstantin Trambitckii, Gunther Notni. 582-589 [doi]
- Vertical and Horizontal Distances to Approximate Edit Distance for Rooted Labeled CaterpillarsKohei Muraka, Takuya Yoshino, Kouichi Hirata. 590-597 [doi]
- Clustering Honeybees by Its Daily ActivityEdgar Acuña, Velcy Palomino, José Agosto, Rémi Mégret, Tugrul Giray, Alberto Prado, Cédric Alaux, Yves Le Conte. 598-604 [doi]
- Modeling of Goal-oriented Human Motion Evolution using Hidden Markov ModelsEman Ahmed, Reda A. El-Khoribi, Alexandre Muzy, Gilles Bernot, Gamal Darwish. 605-612 [doi]
- Traffic Sign Classification using Hybrid HOG-SURF Features and Convolutional Neural NetworksRishabh Madan, Deepank Agrawal, Shreyas Kowshik, Harsh Maheshwari, Siddhant Agarwal, Debashish Chakravarty. 613-620 [doi]
- Accurate Prediction of Advertisement Clicks based on Impression and Click-Through Rate using Extreme Gradient BoostingTülin Çakmak, Ahmet Tekin, Çagla Senel, Tugba Çoban, Zeynep Eda Uran, Cemal Okan Sakar. 621-629 [doi]
- Normalization of the Histogram of ForcesM. Jazouli, J. Wadsworth, Pascal Matsakis. 630-639 [doi]
- Robust Cylinder Estimation in Point Clouds from Pairwise Axes SimilaritiesMara Pistellato, Filippo Bergamasco, Andrea Albarelli, Andrea Torsello. 640-647 [doi]
- SOCRatES: A Database of Realistic Data for SOurce Camera REcognition on SmartphonesChiara Galdi, Frank Hartung, Jean-Luc Dugelay. 648-655 [doi]
- A Framework for Discovering Frequent Event Graphs from Uncertain Event-based Spatio-temporal DataPiotr S. Maciag. 656-663 [doi]
- Efficient Keypoint Reduction for Document Image MatchingThomas Konidaris, Volker Märgner, Hussein Adnan Mohammed, H. Siegfried Stiehl. 664-670 [doi]
- Portfolio Variance ConstraintsKevin R. Keane. 671-682
- Image-based Discrimination and Spatial Non-uniformity Analysis of Effect CoatingsJirí Filip, Radomír Vávra, Frank J. Maile, Bill Eibon. 683-690 [doi]
- Measuring the Data Efficiency of Deep Learning MethodsHlynur Davíð Hlynsson, Alberto N. Escalante-B., Laurenz Wiskott. 691-698 [doi]
- Bipartite Edge Correlation Clustering: Finding an Edge Biclique Partition from a Bipartite Graph with Minimum DisagreementMikio Mizukami, Kouichi Hirata, Tetsuji Kuboyama. 699-706 [doi]
- Automated Vision System for Cutting Fixed-weight or Fixed-length Frozen Fish PortionsDibet Garcia Gonzalez, Nelson Alves, Ricardo Figueiredo, Pedro Maia, Miguel López. 707-714 [doi]
- Approximation of the Distance from a Point to an Algebraic ManifoldAlexei Yu. Uteshev, Marina V. Goncharova. 715-720 [doi]
- Dynamic Texture Modeling based on Dynamic Convolution AutoencoderJing Liu, Wei Li, Zhicheng Liu, Ziqi Zhu. 721-727
- 3D Face Reconstruction from RGB-D Data by Morphable Model to Point Cloud Dense FittingClaudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo. 728-735 [doi]
- Adversarial Media-fusion Approach to Strain Prediction for BridgesTakaya Kawakatsu, Kenro Aihara, Atsuhiro Takasu, Jun Adachi. 736-743 [doi]
- Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPoseDaniil Osokin. 744-748 [doi]
- Text Recognition on Khmer Historical Documents using Glyph Class Map Generation with Encoder-Decoder ModelDona Valy, Michel Verleysen, Sophea Chhun. 749-756 [doi]
- Computer Vision and Deep Learning Tools for the Automatic Processing of Wasan DocumentsYago Diez, Toya Suzuki, Màrius Vila, Katsushi Waki. 757-765 [doi]
- Cost-constrained Drone Presence Detection through Smart Sound ProcessingJoaquín García-Gómez, Marta Bautista-Durán, Roberto Gil-Pita, Inma Mohino-Herranz, Miguel Aguilar-Ortega, César Clares-Crespo. 766-772 [doi]
- Predicting Group Convergence in Egocentric VideosJyoti Nigam, Renu M. Rameshan. 773-777 [doi]
- Learning Domain Specific Features using Convolutional Autoencoder: A Vein Authentication Case Study using Siamese Triplet Loss NetworkManish Agnihotri, Aditya Rathod, Daksh Thapar, Gaurav Jaswal, Kamlesh Tiwari, Aditya Nigam. 778-785 [doi]
- HFDSegNet: Holistic and Generalized Finger Dorsal ROI Segmentation NetworkGaurav Jaswal, Shreyas Malakarjun Patil, Kamlesh Tiwari, Aditya Nigam. 786-793 [doi]
- Collaborative Learning of Human and Computer: Supervised Actor-Critic based Collaboration SchemeAshwin Devanga, Koichiro Yamauchi 0001. 794-801 [doi]
- 3DCNN Performance in Hand Gesture Recognition Applied to Robot Arm InteractionJohn Alejandro Castro-Vargas, Brayan S. Zapata-Impata, Pablo Gil, José García Rodríguez, Fernando Torres Medina. 802-806 [doi]
- Collaborative Merging of Radio SLAM Maps in View of Crowd-sourced Data Acquisition and Big DataKenneth Batstone, Magnus Oskarsson, Kalle Åström. 807-813 [doi]
- Machine Learning Approach to the Synthesis of Identification Procedures for Modern Photon-Counting SensorsViacheslav Antsiperov. 814-821 [doi]
- Detecting Permanent and Intermittent Purchase Hotspots via Computational StigmergyAntonio L. Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Alex Pentland, Gigliola Vaglini. 822-829 [doi]
- Using Stigmergy as a Computational Memory in the Design of Recurrent Neural NetworksFederico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini. 830-836 [doi]
- Adaptive Exploration of a UAVs Swarm for Distributed Targets Detection and TrackingMario G. C. A. Cimino, Massimiliano Lega, Manilo Monaco, Gigliola Vaglini. 837-844 [doi]
- Adapting YOLO Network for Ball and Player DetectionMatija Buric, Miran Pobar, Marina Ivasic-Kos. 845-851 [doi]
- uPAD: Unsupervised Privacy-Aware Anomaly Detection in High Performance Computing SystemsSiavash Ghiasvand. 852-859 [doi]
- Analyzing the Linear and Nonlinear Transformations of AlexNet to Gain Insight into Its PerformanceJyoti Nigam, Srishti Barahpuriya, Renu M. Rameshan. 860-865 [doi]
- Learning Ensembles in the Presence of Imbalanced ClassesAmal Saadallah, Nico Piatkowski, Felix Finkeldey, Petra Wiederkehr, Katharina Morik. 866-873 [doi]
- Understanding of Non-linear Parametric Regression and Classification Models: A Taylor Series based ApproachThomas Bocklitz. 874-880 [doi]
- Cascaded Acoustic Group and Individual Feature Selection for Recognition of Food LikabilityDara Pir. 881-886 [doi]
- Unsupervised Image Segmentation using Convolutional Neural Networks for Automated Crop MonitoringPrakruti Bhatt, Sanat Sarangi, Srinivasu Pappula. 887-893 [doi]
- Identification of Diseases in Corn Leaves using Convolutional Neural Networks and BoostingPrakruti Bhatt, Sanat Sarangi, Anshul Shivhare, Dineshkumar Singh, Srinivasu Pappula. 894-899 [doi]
- Data for Image Recognition Tasks: An Efficient Tool for Fine-Grained AnnotationsMarco Filax, Tim Gonschorek, Frank Ortmeier. 900-907 [doi]
- Automatic Perception Enhancement for Simulated Retinal ImplantsJohannes Steffen, Georg Hille, Klaus Tönnies. 908-914 [doi]
- FoodIE: A Rule-based Named-entity Recognition Method for Food Information ExtractionGorjan Popovski, Stefan Kochev, Barbara Korousic-Seljak, Tome Eftimov. 915-922 [doi]