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15th ISVC 2020: San Diego, CA, USA - Part II
- George Bebis, Zhaozheng Yin, Edward Kim, Jan Bender, Kartic Subr, Bum Chul Kwon, Jian Zhao, Denis Kalkofen, George Baciu:
Advances in Visual Computing - 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5-7, 2020, Proceedings, Part II. Lecture Notes in Computer Science 12510, Springer 2020, ISBN 978-3-030-64558-8
Object Recognition/Detection/Categorization
- Debasmit Das, J. H. Moon, C. S. George Lee:
Few-Shot Image Recognition with Manifolds. 3-14 - Xingyi Yang
, Yong Wang, Robert Laganière:
A Scale-Aware YOLO Model for Pedestrian Detection. 15-26 - Fatma Najar, Nizar Bouguila:
Image Categorization Using Agglomerative Clustering Based Smoothed Dirichlet Mixtures. 27-38 - Dustin K. Barnes, Sara R. Davis, Emily M. Hand:
SAT-CNN: A Small Neural Network for Object Recognition from Satellite Imagery. 39-52 - Ashiq Imran, Vassilis Athitsos:
Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-Grained Visual Categorization. 53-65
3D Reconstruction
- Kuo-Shiuan Peng, Gregory Ditzler, Jerzy W. Rozenblit:
A Light-Weight Monocular Depth Estimation with Edge-Guided Occlusion Fading Reduction. 69-81 - Simen Haugo, Annette Stahl:
Iterative Closest Point with Minimal Free Space Constraints. 82-95 - Simen Haugo, Annette Stahl:
Minimal Free Space Constraints for Implicit Distance Bounds. 96-109
Medical Image Analysis
- Andrik Rampun, Deborah Jarvis, Paul D. Griffiths, Paul A. Armitage:
Fetal Brain Segmentation Using Convolutional Neural Networks with Fusion Strategies. 113-124 - Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Zuckerbrod, Salah A. Baker, Kenton M. Sanders:
Fundus2Angio: A Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography. 125-138 - Qingchao Zhang
Multiscale Detection of Cancerous Tissue in High Resolution Slide Scans. 139-153 - Shi Yan, Taghi Ramazanian, Elham Sagheb, Sunyang Fu
DeepTKAClassifier: Brand Classification of Total Knee Arthroplasty Implants Using Explainable Deep Convolutional Neural Networks. 154-165 - Hajer Ouerghi
Multi-modal Image Fusion Based on Weight Local Features and Novel Sum-Modified-Laplacian in Non-subsampled Shearlet Transform Domain. 166-179 - Alberto Rossi
Robust Prostate Cancer Classification with Siamese Neural Networks. 180-189
Vision for Robotics
- Andrew H. Palmer, Chris Peterson, Janelle Blankenburg, David Feil-Seifer
Simple Camera-to-2D-LiDAR Calibration Method for General Use. 193-206 - Tiago Cortinhal, George Tzelepis, Eren Erdal Aksoy
SalsaNext: Fast, Uncertainty-Aware Semantic Segmentation of LiDAR Point Clouds. 207-222 - Prateek Arora, Christos Papachristos
Mobile Manipulator Robot Visual Servoing and Guidance for Dynamic Target Grasping. 223-235
Statistical Pattern Recognition
- Heyi Li
Interpreting Galaxy Deblender GAN from the Discriminator's Perspective. 239-250 - Harris Partaourides, Andreas Voskou, Dimitrios I. Kosmopoulos
Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation. 251-262 - Steven I. Reeves, Dongwook Lee, Anurag Singh, Kunal Verma:
A Gaussian Process Upsampling Model for Improvements in Optical Character Recognition. 263-274
Posters
- Tanmay T. Verlekar, Alexandre Bernardino
Video Based Fire Detection Using Xception and Conv-LSTM. 277-285 - Julkar Nine, Shanmugapriyan Manoharan, Manoj Sapkota, Shadi M. Saleh
Highway Traffic Classification for the Perception Level of Situation Awareness. 286-297 - Jad Haddad, Olivier Lezoray, Philippe Hamel:
3D-CNN for Facial Emotion Recognition in Videos. 298-309 - Izat Khamiyev, Magzhan Gabidolla, Alisher Iskakov, M. Fatih Demirci
Reducing Triangle Inequality Violations with Deep Learning and Its Application to Image Retrieval. 310-318 - Bijan Shahbaz Nejad, Peter Roch, Marcus Handte
A Driver Guidance System to Support the Stationary Wireless Charging of Electric Vehicles. 319-331 - Hang Huang, Peng Zhi, Haoran Zhou, Yujin Zhang, Qiang Wu, Binbin Yong, Weijun Tan, Qingguo Zhou:
An Efficient Tiny Feature Map Network for Real-Time Semantic Segmentation. 332-343 - Qunfang Tang, Jie Yang, Haibo Liu, Zhiqiang Guo:
A Modified Syn2Real Network for Nighttime Rainy Image Restoration. 344-356 - George Galanakis, Xenophon Zabulis
Unsupervised Domain Adaptation for Person Re-Identification with Few and Unlabeled Target Data. 357-373 - Camila Kolling, Victor Flavio de Andrade Araujo, Rodrigo C. Barros
How Does Computer Animation Affect Our Perception of Emotions in Video Summarization? 374-385 - Cristiane Bastos Rocha Ferreira
Where's Wally: A Gigapixel Image Study for Face Recognition in Crowds. 386-397 - Sotirios Diamantas, Kostas Alexis
Optical Flow Based Background Subtraction with a Moving Camera: Application to Autonomous Driving. 398-409 - Nikul Pandya, Philipp Werner, Ayoub Al-Hamadi:
Deep Facial Expression Recognition with Occlusion Regularization. 410-420 - Mohammad Hamed Mozaffari
Semantic Segmentation with Peripheral Vision. 421-429 - Nao Takano, Gita Alaghband:
Generator from Edges: Reconstruction of Facial Images. 430-443 - Sascha Xu, Jan Bauer
CD2: Combined Distances of Contrast Distributions for Image Quality Analysis. 444-457 - Sung Chun Lee, Gang Qian, Allison Beach:
Real-Time Person Tracking and Association on Doorbell Cameras. 458-469 - Paul Stanik III, Brendan Tran Morris
MySnapFoodLog: Culturally Sensitive Food Photo-Logging App for Dietary Biculturalism Studies. 470-482 - F. T. Timbane, S. Du, Ron C. Aylward:
Hand Gesture Recognition Based on the Fusion of Visual and Touch Sensing Data. 483-493 - Tejas Chheda, Rithvika Iyer, Soumya Koppaka, Dhananjay R. Kalbande
Gastrointestinal Tract Anomaly Detection from Endoscopic Videos Using Object Detection Approach. 494-505 - Bogdan Mocanu, Ruxandra Tapu, Titus B. Zaharia:
A Multimodal High Level Video Segmentation for Content Targeted Online Advertising. 506-517 - Mehdi Mousavi
AI Playground: Unreal Engine-Based Data Ablation Tool for Deep Learning. 518-532 - Sara R. Davis, Carli DeCapito, Eugene Nelson, Karun Sharma, Emily M. Hand:
Homework Helper: Providing Valuable Feedback on Math Mistakes. 533-544 - Huyen N. Nguyen
Interface Design for HCI Classroom: From Learners' Perspective. 545-557 - Mustapha Oloko-Oba
Pre-trained Convolutional Neural Network for the Diagnosis of Tuberculosis. 558-569 - Prabhakar V. Vemavarapu, Mehmet Engin Tozal, Christoph W. Borst:
Near-Optimal Concentric Circles Layout. 570-580 - Olufisayo Ekundayo
Facial Expression Recognition and Ordinal Intensity Estimation: A Multilabel Learning Approach. 581-592 - Alexander Lyons, Alberto Rossi
Prostate MRI Registration Using Siamese Metric Learning. 593-603 - Mana Masuda
Unsupervised Anomaly Detection of the First Person in Gait from an Egocentric Camera. 604-617 - Harisu Abdullahi Shehu
Emotion Categorization from Video-Frame Images Using a Novel Sequential Voting Technique. 618-632 - Peter Roch, Bijan Shahbaz Nejad, Marcus Handte
Systematic Optimization of Image Processing Pipelines Using GPUs. 633-646 - Achref Ouni, Eric Royer, Marc Chevaldonné, Michel Dhome:
A Hybrid Approach for Improved Image Similarity Using Semantic Segmentation. 647-657 - Harsh Sharma, Sara Soltaninejad, Irene Cheng:
Automated Classification of Parkinson's Disease Using Diffusion Tensor Imaging Data. 658-669 - Ying Wen
Nonlocal Adaptive Biharmonic Regularizer for Image Restoration. 670-681 - Om Pandey, Ishan Gupta
A Robust Approach to Plagiarism Detection in Handwritten Documents. 682-693 - Sboniso Sifiso Mgaga
Optical Coherence Tomography Latent Fingerprint Image Denoising. 694-705 - Arsal Syed
CNN, Segmentation or Semantic Embeddings: Evaluating Scene Context for Trajectory Prediction. 706-717 - Rushikesh Battulwar, Ebrahim Emami, Masoud Zare Naghadehi, Javad Sattarvand:
Automatic Extraction of Joint Orientations in Rock Mass Using PointNet and DBSCAN. 718-727 - Vinit Veerendraveer Singh
Feature Map Retargeting to Classify Biomedical Journal Figures. 728-741 - Xueqing Wang, Ya-Li Hou, Xiaoli Hao, Yan Shen, Shuai Liu:
Automatic 3D Object Detection from RGB-D Data Using PU-GAN. 742-752 - Kolawole Olulana
Nodule Generation of Lung CT Images Using a 3D Convolutional LSTM Network. 753-760 - Osama N. Hassan, Serhat Sahin, Vahid Mohammadzadeh, Xiaohe Yang, Navid Amini, Apoorva Mylavarapu, Jack Martinyan
Conditional GAN for Prediction of Glaucoma Progression with Macular Optical Coherence Tomography. 761-772
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