Program

10:10-11:10 Session 3C: Visualization

Location: B

10:10	Bekir Sahin, Zia Uddin and Ahmet Soylu Towards Optimal Ship Navigation Using Image Processing (abstract)
10:30	Daniel Helm and Martin Kampel Overscan Detection in Digitized Analog Films by Precise Sprocket Hole Segmentation (abstract)
10:50	Iason Katsamenis, Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis and Athanasios Voulodimos Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation (abstract)

Chair:

Kenneth Moreland

Location: C

10:10	Sudarshan Devkota and Sumanta Pattanaik Referenced Based Color Transfer for Medical Volume Rendering (abstract)
10:30	Wanderley de Souza Alencar, Walid Abdala Rfaei Jradi, Hugo Alexandre Dantas Do Nascimento, Juliana Paula Félix and Fabrizzio Alphonsus Alves de Melo Nunes Soares An Empirical Methodological Study of Evaluation Methods Applied to Educational Timetabling Visualizations (abstract)
10:50	Karen Lucknavalai and Jurgen Schulze Real-Time Contrast Enhancement for 3D Medical Image Stacks (abstract)

11:10-11:30Coffee Break

11:30-12:10 Session 4A: Deep Learning I

Chair:

11:30-12:10 Session 4B: Segmentation

Location: A

11:30	Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi and Jack Xin Nonconvex Regularization for Network Slimming: Compressing CNNs Even More (abstract)
11:50	Sameerah Talafha, Banafsheh Rekabdar, Christos Mousas and Chinwe Ekenna Biologically Inspired Sleep Algorithm for VariationalAuto-Encoders (abstract)

Chair:

11:30-12:10 Session 4C: Visualization

Location: B

11:30	Renato Barros Arantes, George Vogiatzis and Diego Faria CSC-GAN: Cycle and semantic consistency for dataset augmentation (abstract)
11:50	Marcos José Canejo and Carlos Mello Improvements on the Superpixel Hierarchy Algorithm with Applications to Image Segmentation and Saliency Detection (abstract)

Chair:

Kenneth Moreland

Location: C

11:30	Thomas Wilde, Holger Theisel and Christian Rössl Flow Map Processing by Space-Time Deformation (abstract)
11:50	Chau Pham, Vung Pham and Tommy Dang GenExplorer: Visualizing and Comparing Gene Expression Levels via Differential Charts (abstract)

12:10-13:30Lunch Break

13:30-14:30 Session 5: Keynote - Victoria Interrante

Chair:

15:15-16:15 Session 6A: Video Analysis and Event Recognition

Location: K

13:30

Victoria Interrante

Spatial Perception and Presence in Virtual Architectural Environments (abstract)

Chair:

15:15-16:15 Session 6B: Special Track: Computational Bioimaging

Location: A

15:15	Jiahao Wen, Luis Guillen, Alfian Amrizal Muhammad, Toru Abe and Takuo Suganuma An Event-Based Hierarchical Method for Customer Activity Recognition in Retail Stores (abstract)
15:35	Han Peng and Abolfazl Razi Fully Autonomous UAV-based Action Recognition System Using Aerial Imagery (abstract)
15:55	Mahdi Davoodikakhki and Kangkang Yin Hierarchical Action Classification with Network Pruning (abstract)

Chair:

15:15-16:15 Session 6C: Applications

Location: B

15:15	Josh Daniel L. Ong, Erinn Giannice T. Abigan, Luis Gabriel Cajucom, Patricia Angela R. Abu and Ma. Regina Justina E. Estuar Ensemble Convolutional Neural Networks for the Detection of Microscopic Fusarium Oxysporum (abstract)
15:35	Milad Sikaroudi, Benyamin Ghojogh, Amir Safarpoor, Fakhri Karray, Mark Crowley and Hamid Tizhoosh Offline versus Online Triplet Mining based on Extreme Distances of Histopathology Patches (abstract)
15:55	Leonardo Campos and Denis Salvadeo Multi-Label Classification of Panoramic Radiographic Images using a Convolutional Neural Network (abstract)

Chair:

16:35-17:15 Session 7A: Video Analysis and Event Recognition

Location: C

15:15	Carson Vogt, Geng Lyu and Kartic Subr Lightless Fields: Enhancement and Denoising of Light-deficient Light Fields (abstract)
15:35	Selameab Demilew, Hamed Aghdam, Robert Laganière and Emil Petriu FA3D: Fast and Accurate 3D Object Detection (abstract)
15:55	Omar Graja, Fatma Najar and Nizar Bouguila Generalized Inverted Dirichlet Optimal predictor for Image inpainting (abstract)

16:15-16:35Coffee Break

Chair:

16:35-17:15 Session 7B: Special Track: Computational Bioimaging

Location: A

16:35

Aditya Agarwal and Bipasha Sen

An Approach Towards Action Recognition using Part Based Hierarchical Fusion (abstract)

Chair:

16:35-17:15 Session 7C: Applications

Location: B

16:35	Danial Maleki, Mehdi Afshari, Morteza Babaie and H.R. Tizhoosh Ink Marker Segmentation in Histopathology Images Using Deep Learning (abstract)
16:55	Daniel Cruz, Maíla Claro, Rodrigo Veras, Luis Vogado, Helano Portela, Nayara Moura and Daniel Luz P-FideNet: Plasmodium Falciparum Identification Neural Network (abstract)

Chair:

09:00-10:00 Session 8: Keynote - Ahmed Elgammal

Location: C

16:35	Nuo Cheng, Pu Li, Xiaohan Li and Shengguang Lei BVNet: A 3D End-to-end Model Based on Point Cloud (abstract)
16:55	Zahra Anvari and Vassilis Athitsos Evaluating Single Image Dehazing Methods Under Realistic Sunlight Haze (abstract)

Tuesday, October 6th

View this program: with abstracts session overview talk overview

Chair:

10:10-11:10 Session 9A: Biometrics

Location: K

09:00

Ahmed Elgammal

The Shape of Art History in the Eyes of the Machine (abstract)

Chair:

10:10-11:10 Session 9B: Object Recognition/Detection/Categorization

Location: A

10:10	Yujian Chen and Shiguang Liu Deep Partial Occlusion Facial Expression Recognition via Improved CNN (abstract)
10:30	Sirine Ammar, Thierry Bouwmans, Nizar Zaghden and Mahmoud Neji Towards an Effective Approach for Face Recognition with DCGANs Data Augmentation (abstract)
10:50	Hao Liang Controlled AutoEncoders to Generate Faces from Voices (abstract)

Chair:

10:10-11:10 Session 9C: Motion and Tracking

Location: B

10:10	Debasmit Das, J. H. Moon and C. S. George Lee Few-shot Image Recognition with Manifolds (abstract)
10:30	Xingyi Yang, Yong Wang and Robert Laganiere A scale-aware YOLO model for pedestrian detection (abstract)
10:50	Fatma Najar and Nizar Bouguila Image categorization using Agglomerative clustering based smoothed Dirichlet mixtures (abstract)

Chair:

11:30-12:10 Session 10A: Biometrics

Location: C

10:10	Ahmed Zgaren, Wassim Bouachir and Riadh Ksantini Coarse-to-Fine Object Tracking Using Deep Features and Correlation filters (abstract)
10:30	Sherif A.S. Mohamed Mohamed, Jawad Yasin, Mohammad-Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen and Juha Plosila Asynchronous Corner Tracking Algorithm based on Lifetime of Events for DAVIS Cameras (abstract)
10:50	Arindam Biswas and Brendan Morris TAGCN: Topology-Aware Graph Convolutional Network for Trajectory Prediction (abstract)

11:10-11:30Coffee Break

Chair:

11:30-12:10 Session 10B: Object Recognition/Detection/Categorization

Location: A

11:30	Georgia Chatzitzisi, Michalis Vrigkas and Christophoros Nikou Gender and Age Estimation without Facial Information from Still Images (abstract)
11:50	Kamran Ali and Charles Hughes Face Reenactment Based Facial Expression Recognition (abstract)

Chair:

11:30-12:10 Session 10C: Motion and Tracking

Location: B

11:30	Dustin Barnes, Sara Davis and Emily Hand SAT-CNN: A Small Neural Network for Object Recognition from Satellite Imagery (abstract)
11:50	Ashiq Imran and Vassilis Athitsos Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization (abstract)

Chair:

13:30-14:30 Session 11: Keynote - Ramin Zabih

Location: C

11:30	Chenxi Li and Fernand Cohen 3D articulated body model using anthropometric control points and an articulation video (abstract)
11:50	Jen-Jui Liu, Jacob Newman and Dah-Jye Lee Body Motion Analysis for Golf Swing Evaluation (abstract)

12:10-13:30Lunch Break

Chair:

14:40-15:40 Session 12A: 3D Reconstruction

Location: K

13:30

Ramin Zabih

Object-oriented image stitching (abstract)

Chair:

Sotirios Diamantas

Location: A

14:40	Kuo Shiuan Peng, Gregory Dittzler and Jerzy Rozenblit A Light-Weight Monocular Depth Estimation With Edge-Guided Occlusion Fading Reduction (abstract)
15:00	Simen Haugo and Annette Stahl Minimal Free Space Constraints for Implicit Distance Bounds (abstract)
15:20	Simen Haugo and Annette Stahl Iterative Closest Point with Minimal Free Space Constraints (abstract)

14:40-15:40 Session 12B: Computer Graphics

Chair:

Kartic Subr

Location: C

14:40	Mirko Waldner and Torsten Bertram Simulation of High-Definition Pixel-Headlights (abstract)
15:00	Sina Masnadi and Joseph LaViola ConcurrentHull: A Fast Parallel Computing Approach to the Convex Hull Problem (abstract)
15:20	Manfred Lau and Luther Power A Data-Driven Creativity Measure for 3D Shapes (abstract)

14:40-15:40 Session 12C: Medical Image Analysis I

Chair:

Zhaozheng Yin

Location: B

14:40	Andrik Rampun, Deborah Jarvis, Paul Griffiths and Paul Armitage Fetal Brain Segmentation using Convolutional Neural Networks with Fusion Strategies (abstract)
15:00	Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Zuckerbrod, Salah A. Baker and Kenton M. Sanders Fundus2Angio: A Novel Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography (abstract)
15:20	Qingchao Zhang, Coy D. Heldermon and Corey Toler-Franklin Multiscale Detection of Cancerous Tissue in High Resolution Slide Scans (abstract)

15:40-16:00Coffee Break

16:00-18:00 Session 13: Poster Session I

Chair:

17:00-18:00 Session 14: Poster Session I (pre-recorded)

Location: PL

Chair:

09:00-10:00 Session 15: Keynote - Ross Maciejewski

Location: PR

17:00	Tanmay Verlekar and Alexandre Bernardino Video based fire detection using Xception and ConvLSTM (abstract)
17:05	Julkar Nine, Shadi Saleh, Shanmugapriyan Manoharan, Manoj Sapkota and Wolfram Hardt Highway Traffic Classification for the Perception Level of Situation Awareness (abstract)
17:10	Jad Haddad, Olivier Lezoray and Philippe Hamel 3D-CNN for Facial Emotion Recognition in Videos (abstract)

Wednesday, October 7th

View this program: with abstracts session overview talk overview

Chair:

George Baciu

Location: K

09:00

Ross Maciejewski

Fun with Visualization in the Data Deluge (abstract)

10:10-11:10 Session 16A: Deep Learning II

Chair:

10:10-11:10 Session 16B: Virtual Reality

Location: A

10:10	Gustavo Olague, Gerardo Ibarra-Vázquez, Mariana Chan-Ley, Cesar Puente, Carlos Soubervielle-Montalvo and Axel Martinez A Deep Genetic Programming based Methodology for Art Media Classification Robust to Adversarial Perturbations (abstract)
10:30	Renato Barros Arantes, George Vogiatzis and Diego Faria rcGAN: Learning a generative model for arbitrary size image generation (abstract)
10:50	Yunkui Pang, Zhiqing Pan, Ruiyang Sun and Shuchong Wang Sketch-Inspector: a Deep Mixture Model for High-Quality Sketch Generation of Cats (abstract)

Chair:

10:10-11:10 Session 16C: Special Track: Computer Vision Advances in Geo-Spatial Applications and Remote Sensing

Location: B

10:10	Michael Nelson, Angshuman Mazumdar, Saad Jamal, Yingjie Chen and Christos Mousas Walking in a Crowd Full of Virtual Characters: Effects of Virtual Character Appearance on Human Movement Behavior (abstract)
10:30	Chiu Yung Fu, Zackary P. T. Sin, Peter Ng and Alice Cheng Improving Chinese Reading Comprehensions of Dyslexic Children via VR Reading (abstract)
10:50	Gun Lee, Hye Sun Park, Seungwon Kim and Mark Billinghurst Improving User Experience in Augmented Reality Mirrors with 3D Displays (abstract)

Chair:

Ara Nefian

Location: C

10:10	Billy Ermlick, Nick Newman, Devayani Pawar, Tyler Richardett, Christian Conroy, James Baldo, Rajesh Aggarwal and Marc Bosch Natural Disaster Building Damage Assessment Using a Two-Encoder U-Net (abstract)
10:30	Abdullah Said, Omar Shaat, Po-Hsuan Su, Philip Bogden, Robert Kraig and Marc Bosch Understanding Flooding Detection Using Overhead Imagery - Lessons Learned (abstract)
10:50	Tinghuai Wang, Guangming Wang, Kuan Eeik Tan and Donghui Tan Hyperspectral Image Classification via Pyramid Graph Reasoning (abstract)

11:10-11:30Coffee Break

11:30-12:10 Session 17A: Deep Learning II

Chair:

11:30-12:10 Session 17B: Virtual Reality

Location: A

11:30	Joseph Chakar, Rayan Al Sobbahi and Joe Tekli Depthwise Separable Convolutions and Variational Dropout within the context of YOLOv3 (abstract)
11:50	Kai Katsumata and Ryoga Kobayashi Uncertainty Estimates in Deep Generative Models using Gaussian Processes (abstract)

Chair:

11:30-12:10 Session 17C: Special Track: Computer Vision Advances in Geo-Spatial Applications and Remote Sensing

Location: B

11:30	Alexandors Koilias, Christos Mousas, Banafsheh Rekabdar and Christos-Nikolaos Anagnostopoulos Passenger Anxiety about Virtual Driver Awareness During a Trip with a Virtual Autonomous Vehicle (abstract)
11:50	Bryson Rudolph, Geoff Musick, Leah Wiitablake, Kelly Lazar, Catherine Mobley, Matthew Boyer, Stephen Moysey, Andrew Robb and Sabarish Babu Investigating the Display Fidelity of Popular Head-Mounted Display Systems on Spatial Updating and Learning in VR (abstract)

Chair:

Ara Nefian

Location: C

11:30	Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis and Evangelos Maltezos Semi-Supervised Fine-Tuning for Deep Learning Models in Remote Sensing Applications (abstract)
11:50	Ronald Tombe, Serestina Viriri and Jean Vincent Fonou Dombeu Scene Classification of Remote Sensing Images using convNet Features and Multi-grained Forest (abstract)

12:10-13:30Lunch Break

13:30-14:30 Session 18: Keynote - Kavita Bala

Chair:

14:40-15:40 Session 19A: Medical Image Analysis II

Location: K

13:30

Kavita Bala

Understanding Visual Appearance from Micron to Global Scale (abstract)

Chair:

14:40-15:40 Session 19B: Vision for Robotics

Location: A

14:40	Shi Yan, Taghi Ramazanian, Elham Sagheb Hossein Pour, Sunyang Fu, Sunghwan Sohn, David Lewallen, Hongfang Liu, Walter Kremers, Vipin Chaudhary, Michael Taunton, Hilal Maradit Kremers and Ahmad Pahlavan Tafti DeepTKAClassifier: Brand Classification of Total Knee Arthroplasty Implants using Explainable Deep Convolutional Neural Networks (abstract)
15:00	Hajer Ouerghi, Olfa Mourali and Ezzeddine Zagrouba Multi-modal Image Fusion based on Weight Local Features and Novel Sum-Modified-Laplacian in Non-Subsampled Shearlet Transform Domain (abstract)
15:20	Alberto Rossi, Monica Bianchini and Franco Scarselli Robust Prostate Cancer Classification with Siamese Neural Networks (abstract)

Chair:

Sotirios Diamantas

Location: B

14:40	Andrew Palmer, Chris Peterson, Janelle Blankenburg, David Feil-Seifer and Monica Nicolescu Simple Camera-to-2D-LiDAR Calibration Method for General Use (abstract)
15:00	Tiago Cortinhal, George Tzelepis and Eren Aksoy SalsaNext: Fast, Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds (abstract)
15:20	Prateek Arora and Christos Papachristos Mobile Manipulator Robot Visual Servoing and Guidance for Dynamic Target Grasping (abstract)

14:40-15:40 Session 19C: Statistical Pattern Recognition

Chair:

Vassilis Athitsos

Location: C

14:40	Heyi Li, Yuewei Lin, Klaus Mueller and Wei Xu Interpreting Galaxy Deblender GAN from the Discriminator's Perspective (abstract)
15:00	Harris Partaourides, Andreas Voskou, Dimitrios Kosmopoulos, Sotirios Chatzis and Dimitris Metaxas Variational Bayesian Sequence to Sequence Networks for Memory-Efficient Sign Language Translation (abstract)
15:20	Steven Reeves, Dongwook Lee, Anurag Singh and Kunal Verma A Gaussian Process Upsampling Model for Improvements in Optical Character Recognition (abstract)

15:40-16:00Coffee Break

16:00-18:00 Session 20: Poster Session II

Chair:

17:00-18:00 Session 21: Poster Session II (pre-recorded)

Location: PL

16:00	Peter Roch, Bijan Shahbaz Nejad, Marcus Handte and Pedro José Marrón Systematic Optimization of Image Processing Pipelines Using GPUs (abstract)
16:00	Achref Ouni, Eric Royer, Marc Chevaldonné and Michel Dhome A Hybrid Approach for Improved Image Similarity Using Semantic Segmentation (abstract)
16:00	Harsh Sharma, Sara Soltaninejad and Irene Cheng Automated classification of Parkinson's Disease using Diffusion Tensor Imaging Data (abstract)
16:00	Ying Wen and Luminita Vese Nonlocal Adaptive Biharmonic Regularizer for Image Restoration (abstract)
16:00	Om Pandey, Ishan Gupta and Bhabani Shankar Prasad Mishra A Robust Approach to Plagiarism Detection in Handwritten Documents (abstract)
16:00	Sboniso Mgaga Optical Coherence Tomography Latent Fingerprint Image Denoising (abstract)
16:00	Arsal Syed and Brendan Tran Morris CNN, Segmentation or Semantic Embeddings: Evaluating Scene Context for Trajectory Prediction (abstract)
16:00	Rushikesh Battulwar, Ebrahim Emami, Masoud Zare Naghadehi and Javad Sattarvand Automatic Extraction of Joint Orientations in Rock Mass using PointNet and DBSCAN (abstract)
16:00	Vinit Veerendraveer Singh and Chandra Kambhamettu Feature Map Retargeting to Classify Biomedical Journal Figures (abstract)
16:00	Xueqing Wang, Ya-Li Hou, Xiaoli Hao and Yan Shen Automatic 3D Object Detection from RGB-D data using PU-GAN (abstract)
16:00	Kolawole Olulana, Pius Owolawi, Chunling Tu and Bolanle Abe Nodule Generation of Lung CT Images using a 3D Convolutional LSTM Network (abstract)
16:00	Osama Hassan, Serhat Sahin, Vahid Mohammadzadeh, Xiaohe Yang, Navid Amini, Apoorva Mylavarapu, Golnoush Mahmoudi, Kouros Nouri-Mahdavi and Fabien Scalzo Deep Learning Prediction of Glaucoma Progression with Macular Optical Coherence Tomography (abstract)
16:00	Mohammad Hamed Mozaffari Maaref and Won-Sook Lee SEMANTIC SEGMENTATION WITH PERIPHERAL VISION (abstract)
16:00	Nikul Pandya, Philipp Werner and Ayoub Al-Hamadi Deep Facial Expression Recognition with Occlusion Regularization (abstract)
16:00	Nao Takano and Gita Alaghband Generator From Edges: Reconstruction of Facial Images (abstract)
16:00	Sascha Xu, Jan Bauer, Benjamin Axmann and Wolfgang Maass CD2 : Combined Distances of Contrast Distributions for Image Quality Analysis (abstract)
16:00	Sung Chun Lee, Gang Qian and Allison Beach Real-Time Person Tracking and Association on Doorbell Cameras (abstract)
16:00	Paul Stanik III, Brendan Tran Morris, Reimund Serafica and Kelly Harmon Webber MySnapFoodLog: Culturally Sensitive FoodPhoto-Logging App for Dietary BiculturalismStudies (abstract)
16:00	Frans Timbane, Shengzhi Du and Ronny Aylward Hand Gesture Recognition Based on the Fusion of Visual and Touch Sensing Data (abstract)
16:00	Tejas Chheda, Rithvika Iyer, Soumya Koppaka and Dhananjay Kalbande Gastrointestinal Tract Anomaly Detection from Endoscopic Videos using Object Detection Approach (abstract)
16:00	Bogdan Mocanu, Ruxandra Tapu and Titus Zaharia A multimodal high level video segmentation for content targeted online advertising (abstract)
16:00	Mehdi Mousavi, Aashis Khanal and Rolando Estrada AI Playground: Unreal Engine-based Data Ablation Tool for Deep Learning (abstract)
16:00	Sara Davis and Emily Hand Homework Helper: Providing Valuable Feedback on Math Mistakes (abstract)
16:00	Huyen N. Nguyen, Vinh T. Nguyen and Tommy Dang Interface Design for HCI Classroom: From Learners' Perspective (abstract)
16:00	Mustapha Oloko-Oba and Serestina Viriri Pre-trained Convolutional Neural Network for the Diagnosis of Tuberculosis (abstract)
16:00	Prabhakar Vemavarapu, Mehmet Tozal and Christoph Borst Near-Optimal Concentric Circles Layout: Visualizing Extensive Connectivity Structures of Scale-Free Graphs (abstract)
16:00	Olufisayo Ekundayo and Serestina Viriri Facial Expression Recognition and Ordinal Intensity Estimation: A Multilabel Learning Approach (abstract)
16:00	Mana Masuda, Ryo Hachiuma, Ryo Fujii and Hideo Saito Unsupervised Anomaly Detection of the First Person in Gait from an Egocentric Camera (abstract)
16:00	Alexander Lyons and Alberto Rossi Prostate MRI Registration Using Siamese Metric Learning (abstract)
16:00	Harisu Abdullahi Shehu, Will Browne and Hedwig Eisenbarth Emotion Categorization from Video-frame Images using a Novel Sequential Voting Technique (abstract)

Chair: