Table of Contents

• Stabilizing GANs with Soft Octave ConvolutionsRicard Durall, Franz-Josef Pfreundt, Janis Keuper. 15-23 [doi]
• Latent Space Conditioning on Generative Adversarial NetworksRicard Durall, Kalun Ho, Franz-Josef Pfreundt, Janis Keuper. 24-34 [doi]
• Symmetric Skip Connection Wasserstein GAN for High-resolution Facial Image InpaintingJireh Jam, Connah Kendrick, Vincent Drouard, Kevin Walker, Gee-Sern Hsu, Moi Hoon Yap. 35-44 [doi]
• Focus-and-Context Skeleton-based Image Simplification using Saliency MapsJieying Wang, Leonardo de Melo Joao, Alexandre X. Falcão, Jirí Kosinka, Alexandru Telea. 45-55 [doi]
• Interpretation of Human Behavior from Multi-modal Brain MRI Images based on Graph Deep Neural Networks and Attention MechanismRefka Hanachi, Akrem Sellami, Imed Riadh Farah. 56-66 [doi]
• Driver's Eye Fixation Prediction by Deep Neural NetworkMohsen Shirpour, Steven S. Beauchemin, Michael A. Bauer 0001. 67-75 [doi]
• A Retinex Inspired Bilateral Filter for Enhancing Images under Difficult Light ConditionsMichela Lecca. 76-86 [doi]
• Using Geometric Graph Matching in Image RegistrationGiomar O. Sequeiros, Aura Conci, Leandro A. F. Fernandes. 87-98 [doi]
• Precise Upright Adjustment of Panoramic ImagesNobuyuki Kita. 99-111 [doi]
• Convolution Filter based Efficient Multispectral Image Demosaicking for Compact MSFAsVishwas Rathi, Puneet Goyal. 112-121 [doi]
• Clustering-based Sequential Feature Selection Approach for High Dimensional Data ClassificationM. Alimoussa, Alice Porebski, Nicolas Vandenbroucke, Rachid Oulad Haj Thami, Sanaa El Fkihi. 122-132 [doi]
• Dense Open-set Recognition with Synthetic Outliers Generated by Real NVPMatej Grcic, Petra Bevandic, Sinisa Segvic. 133-143 [doi]
• Shared Information-Based Late Fusion for Four Mammogram Views Retrieval using Data-driven Distance SelectionAmira Jouirou, Abir Baâzaoui, Walid Barhoumi. 144-155 [doi]
• Inspection of Industrial Coatings based on Multispectral BTFRyosuke Suzuki, Fumihiko Sakaue, Jun Sato, Ryuichi Fukuta, Taketo Harada, Kazuhisa Ishimaru. 156-162 [doi]
• Hallucinating Saliency Maps for Fine-grained Image Classification for Limited Data DomainsCarola Figueroa Flores, Bogdan Raducanu, David Berga, Joost van de Weijer 0001. 163-171 [doi]
• An Enhanced Adversarial Network with Combined Latent Features for Spatio-temporal Facial Affect Estimation in the WildDecky Aspandi, Federico Sukno, Björn W. Schuller, Xavier Binefa. 172-181 [doi]
• Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence MatchingFatemeh Azimi, Stanislav Frolov, Federico Raue, Jörn Hees, Andreas Dengel 0001. 182-192 [doi]
• Enhanced CycleGAN Dehazing NetworkZahra Anvari, Vassilis Athitsos. 193-202 [doi]
• Fast Bridgeless Pyramid Segmentation for Organized Point CloudsMartin Madaras, Martin Stuchlík, Matús Talcík. 205-210 [doi]
• Combating Mode Collapse in GAN Training: An Empirical Analysis using Hessian EigenvaluesRicard Durall, Avraam Chatzimichailidis, Peter Labus, Janis Keuper. 211-218 [doi]
• RGB-D-based Human Detection and Segmentation for Mobile Robot Navigation in Industrial EnvironmentsOguz Kedilioglu, Markus Lieret, Julia Schottenhamml, Tobias Würfl, Andreas Blank, Andreas Maier 0001, Jörg Franke. 219-226 [doi]
• Image-based Road Marking Classification and Vector Data Derivation from Mobile Mapping 3D Point CloudsJohannes Wolf, Tobias Pietz, Rico Richter, Sören Discher, Jürgen Döllner. 227-234 [doi]
• Generic User-guided Interaction Paradigm for Precise Post-slice-wise Processing of Tomographic Deep Learning Segmentations Utilizing Graph Cut and Graph SegmentationGerald Zwettler, Werner Backfrieder, Ronald A. Karwoski, David R. Holmes III. 235-244 [doi]
• GeST: A New Image Segmentation Technique based on Graph EmbeddingAnthony Perez 0001. 245-252 [doi]
• Relocation with Coverage and Intersection over Union Loss for Target MatchingZejin Lu, Jinqi Liao, Jiyang Lv, Fengjun Chen. 253-260 [doi]
• Reinforcement Learning based Video Summarization with Combination of ResNet and Gated Recurrent UnitMuhammad Sohail Afzal, Muhammad Atif Tahir. 261-268 [doi]
• PIU-Net: Generation of Virtual Panoramic Views from Colored Point CloudsMichael Georg Adam, Eckehard G. Steinbach. 269-276 [doi]
• Modular Facial Expression Recognition using Double Channel DNNsSujata, Suman K. Mitra. 277-284 [doi]
• Deep Convolutional Second Generation Curvelet Transform-based MR Image for Early Detection of Alzheimer's DiseaseWiem Takrouni, Ali Douik. 285-292 [doi]
• Efficient Multi-stream Temporal Learning and Post-fusion Strategy for 3D Skeleton-based Hand Activity RecognitionYasser Boutaleb, Catherine Soladié, Nam-Duong Duong, Amine Kacete, Jérôme Royan, Renaud Séguier. 293-302 [doi]
• Early Defect Detection in Conveyor Belts using Machine VisionGuilherme G. Netto, Bruno N. Coelho, Saul E. Delabrida, Amilton Sinatora, Héctor Azpúrua, Gustavo Pessin, Ricardo A. R. Oliveira, Andrea G. C. Bianchi. 303-310 [doi]
• New Challenges of Face Detection in Paintings based on Deep LearningSiwar Ben Gamra, Olfa Mzoughi, André Bigand, Ezzeddine Zagrouba. 311-320 [doi]
• Hybrid Feature based Pyramid Network for Nighttime Semantic SegmentationYuqi Li, Yinan Ma, Jing Wu 0006, Chengnian Long. 321-328 [doi]
• A New Generic Progressive Approach based on Spectral Difference for Single-sensor Multispectral Imaging SystemVishwas Rathi, Medha Gupta, Puneet Goyal. 329-336 [doi]
• Curve based Fast Detail Enhancement for Biomedical ImagesRan Fei, Ying Weng, Yiming Zhang, Jonathan Lund. 337-344 [doi]
• Generation of Privacy-friendly Datasets of Latent Fingerprint Images using Generative Adversarial NetworksStefan Seidlitz, Kris Jürgens, Andrey Makrushin, Christian Kraetzer, Jana Dittmann. 345-352 [doi]
• An Adversarial Training based Framework for Depth Domain AdaptationJigyasa Katrolia, Lars Krämer, Jason R. Rambach, Bruno Mirbach, Didier Stricker. 353-361 [doi]
• Intel RealSense SR305, D415 and L515: Experimental Evaluation and Comparison of Depth EstimationFrancisco Lourenço, Helder Araújo. 362-369 [doi]
• A Summarized Semantic Structure to Represent Manipulation ActionsTobias Strübing, Fatemeh Ziaeetabar, Florentin Wörgötter. 370-379 [doi]
• An Effective 3D ResNet Architecture for Stereo Image RetrievalEmna Ghodhbani, Mounir Kaaniche, Amel Benazza-Benyahia. 380-387 [doi]
• Real-time Multispectral Image Processing and Registration on 3D Point Cloud for Vineyard AnalysisThibault Clamens, Georgios Alexakis, Raphaël Duverne, Ralph Seulin, Eric Fauvet, David Fofi. 388-398 [doi]
• Upsampling Attention Network for Single Image Super-resolutionZhijie Zheng, Yuhang Jiao 0003, Guangyou Fang. 399-406 [doi]
• Deepfake Detection using Capsule Networks and Long Short-Term Memory NetworksAkul Mehra, Luuk J. Spreeuwers, Nicola Strisciuglio. 407-414 [doi]
• Imaging Reality and Abstraction an Exploration of Natural and Symbolic PatternsAlexandra Branzan Albu, George Nagy. 415-422 [doi]
• Characteristics of Minimum Variance Beamformer for Frequency and Plane-wave CompoundingRyoya Kozai, Norio Tagawa, Masasumi Yoshizawa, Takasuke Irie. 423-430 [doi]
• Single-image Background Removal with Entropy FilteringChang-Chieh Cheng. 431-438 [doi]
• Unsupervised Segmentation of Leukocytes Images using Particle SwarmJocival Dantas Dias Junior, André R. Backes. 439-446 [doi]
• Non-linear Distortion Recognition in UAVs' Images using Deep LearningLeandro H. F. P. Silva, Jocival D. Dias Jr, Jean F. B. Santos, João F. Mari, Maurício C. Escarpinati, André R. Backes. 447-454 [doi]
• CAR-DCGAN: A Deep Convolutional Generative Adversarial Network for Compression Artifact Removal in Video Surveillance SystemsMiloud Aqqa, Shishir K. Shah. 455-464 [doi]
• Asset Detection in Railroad Environments using Deep Learning-based Scanline AnalysisJohannes Wolf, Rico Richter, Jürgen Döllner. 465-470 [doi]
• As Plain as the Nose on Your Face?Peter A. C. Varley, Stefania Cristina, Alexandra Bonnici, Kenneth P. Camilleri. 471-479 [doi]
• Data-set for Event-based Optical Flow Evaluation in Robotics ApplicationsMahmoud Z. Khairallah, Fabien Bonardi, David Roussel, Samia Bouchafa. 480-489 [doi]
• Video Action Classification through Graph Convolutional NetworksFelipe F. Costa, Priscila T. M. Saito, Pedro Henrique Bugatti. 490-497 [doi]
• Grocery Recognition in the Wild: A New Mining Strategy for Metric LearningMarco Filax, Tim Gonschorek, Frank Ortmeier. 498-505 [doi]
• Segmentation of Agricultural Images using Vegetation IndicesJean Fabrício Batista Santos, Jocival Dantas Dias Junior, André Ricardo Backes, Maurício Cunha Escarpinati. 506-511 [doi]
• Single Image Super-resolution using Vectorization and Texture SynthesisKaoning Hu, Dongeun Lee 0001, Tianyang Wang. 512-519 [doi]
• Cell Image Segmentation by Feature Random Enhancement ModuleTakamasa Ando, Kazuhiro Hotta. 520-527 [doi]
• Embedding Anatomical Characteristics in 3D Models of Lower-limb Sockets through Statistical Shape ModellingAna Costa, Daniel Rodrigues, Marina Castro, Sofia Assis, Hélder P. Oliveira. 528-535 [doi]
• Embedded Features for 1D CNN-based Action Recognition on Depth MapsJacek Trelinski, Bogdan Kwolek. 536-543 [doi]
• 3D Reconstruction of Deformable Objects from RGB-D Cameras: An Omnidirectional Inward-facing Multi-camera SystemEva Curto, Helder Araújo. 544-551 [doi]
• OFFSED: Off-Road Semantic Segmentation DatasetPeter Neigel, Jason R. Rambach, Didier Stricker. 552-557 [doi]
• Processing Attribute Profiles as Scale-series for Remote Sensing Image ClassificationMelike Ilteralp, Erchan Aptoula. 558-565 [doi]
• Rapid Light Flash Localization in SWIR using Compressed SensingAndreas Brorsson, Carl Brännlund, David Bergström, David Gustafsson. 566-573 [doi]
• Multi-layer Feature Fusion and Selection from Convolutional Neural Networks for Texture ClassificationHajer Fradi, Anis Fradi, Jean-Luc Dugelay. 574-581 [doi]
• Evaluation of Knee Implant Alignment using Radon TransformationGuillaume Pascal, Andreas Møgelmose, Andreas Kappel. 587-594 [doi]
• SALT: A Semi-automatic Labeling Tool for RGB-D Video SequencesDennis Stumpf, Stephan Krauß, Gerd Reis, Oliver Wasenmüller, Didier Stricker. 595-603 [doi]
• Quantitative Analysis of Skin using Diffuse Reflectance for Non-invasive Pigments DetectionShiwei Li, Mohsen Ardabilian, Abdelmalek Zine. 604-614 [doi]
• 3D Fetal Face Reconstruction from Ultrasound ImagingAntònia Alomar, Araceli Morales, Kilian Vellvé, Antonio R. Porras, Fátima Crispi, Marius George Linguraru, Gemma Piella, Federico Sukno. 615-624 [doi]
• Multi-view Real-time 3D Occupancy Map for Machine-patient Collision AvoidanceTimothy Callemein, Kristof Van Beeck, Toon Goedemé. 627-636 [doi]
• AR-Bot, a Centralized AR-based System for Relocalization and Home Robot NavigationMatthieu Fradet, Caroline Baillard, Vincent Alleaume, Pierrick Jouet, Anthony Laurent, Tao Luo. 637-645 [doi]
• NAND-measure: An Android App for Marker-based Spatial MeasurementMaik Benndorf, Maximilian Jugl, Thomas Haenselmann, Martin Gaedke. 646-652 [doi]
• A Lightweight Secure Image Super Resolution using Network CodingQuoc-Tuan Vien, Tuan T. Nguyen, Huan Xuan Nguyen. 653-660 [doi]
• Multi-level Quality Assessment of Retinal Fundus Images using Deep Convolution Neural NetworksSatya M. Muddamsetty, Thomas B. Moeslund. 661-668 [doi]
• Supporting Detection of Near and Far Pedestrians in a Collision Prediction SystemLucas F. S. Cambuim, Edna Barros. 669-676 [doi]
• Faster R-CNN Approach for Diabetic Foot Ulcer DetectionArtur Leandro da Costa Oliveira, Andre Britto de Carvalho, Daniel Oliveira Dantas. 677-684 [doi]
• Classification of Normal versus Leukemic Cells with Data Augmentation and Convolutional Neural NetworksJosé Elwyslan Maurício de Oliveira, Daniel Oliveira Dantas. 685-692
• An User-centred AI-based Assistance System to Encounter Pandemics in Clinical Environments: A Concept OverviewChristian Wiede, Roman Seidel, Carolin Wuerich, Damir Haskovic, Gangolf Hirtz, Anton Grabmaier. 693-700 [doi]
• Quantification of Uncertainty in Brain Tumor Segmentation using Generative Network and Bayesian Active LearningRasha Alshehhi, Anood Alshehhi. 701-709 [doi]
• AI-assisted Automated Pipeline for Length Estimation, Visual Assessment of the Digestive Tract and Counting of Shrimp in Aquaculture ProductionYousif Hashisho, Tim Dolereit, Alexandra Segelken-Voigt, Ralf Bochert, Matthias Vahl. 710-716 [doi]
• On-demand Serverless Video Surveillance with Optimal Deployment of Deep Neural NetworksUnai Elordi, Luis Unzueta, Jon Goenetxea, Estíbaliz Loyo, Ignacio Arganda-Carreras, Oihana Otaegui. 717-723 [doi]
• A Cone Beam Computed Tomography Annotation Tool for Automatic Detection of the Inferior Alveolar Nerve CanalCristian Mercadante, Marco Cipriano, Federico Bolelli, Federico Pollastri, Mattia Di Bartolomeo, Alexandre Anesi, Costantino Grana. 724-731 [doi]