Program for Wednesday, October 7th: Talk View

PROGRAM FOR WEDNESDAY, OCTOBER 7TH: TALK VIEW

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View: with abstracts session overview

9:00

9:30

10:00

10:30

11:00

11:30

12:00

12:30

13:00

13:30

14:00

14:30

15:00

15:30

16:00

16:30

17:00

17:30

18:00

09:00-10:00

Fun with Visualization in the Data Deluge

Ross Maciejewski

10:10-10:30

A Deep Genetic Programming based Methodology for Art Media Classification Robust to Adversarial

Olague, Ibarra-Vázquez, Chan-Ley, Puente, Soubervielle-Montalvo, Martinez

10:30-10:50

rcGAN: Learning a generative model for arbitrary size image generation

Renato Barros Arantes, George Vogiatzis, Diego Faria

10:50-11:10

Sketch-Inspector: a Deep Mixture Model for High-Quality Sketch Generation of Cats

Yunkui Pang, Zhiqing Pan, Ruiyang Sun, Shuchong Wang

10:10-10:30

Walking in a Crowd Full of Virtual Characters: Effects of Virtual Character Appearance on Human Movement

Michael Nelson, Angshuman Mazumdar, Saad Jamal, Yingjie Chen, Christos Mousas

10:30-10:50

Improving Chinese Reading Comprehensions of Dyslexic Children via VR Reading

Chiu Yung Fu, Zackary P. T. Sin, Peter Ng, Alice Cheng

10:50-11:10

Improving User Experience in Augmented Reality Mirrors with 3D Displays

Gun Lee, Hye Sun Park, Seungwon Kim, Mark Billinghurst

10:10-10:30

Natural Disaster Building Damage Assessment Using a Two-Encoder U-Net

Ermlick, Newman, Pawar, Richardett, Conroy, Baldo, Aggarwal, Bosch

10:30-10:50

Understanding Flooding Detection Using Overhead Imagery - Lessons Learned

Abdullah Said, Omar Shaat, Po-Hsuan Su, Philip Bogden, Robert Kraig, Marc Bosch

10:50-11:10

Hyperspectral Image Classification via Pyramid Graph Reasoning

Tinghuai Wang, Guangming Wang, Kuan Eeik Tan, Donghui Tan

11:30-11:50

Depthwise Separable Convolutions and Variational Dropout within the context of YOLOv3

Joseph Chakar, Rayan Al Sobbahi, Joe Tekli

11:50-12:10

Uncertainty Estimates in Deep Generative Models using Gaussian Processes

Kai Katsumata, Ryoga Kobayashi

11:30-11:50

Passenger Anxiety about Virtual Driver Awareness During a Trip with a Virtual Autonomous Vehicle

A. Koilias, C. Mousas, B. Rekabdar, C.-N. Anagnostopoulos

11:50-12:10

Investigating the Display Fidelity of Popular Head-Mounted Display Systems on Spatial Updating and Learning in

Rudolph, Musick, Wiitablake, Lazar, Mobley, Boyer, Moysey, Robb, Babu

11:30-11:50

Semi-Supervised Fine-Tuning for Deep Learning Models in Remote Sensing Applications

E. Protopapadakis, A. Doulamis, N. Doulamis, E. Maltezos

11:50-12:10

Scene Classification of Remote Sensing Images using convNet Features and Multi-grained Forest

Ronald Tombe, Serestina Viriri, Jean Vincent Fonou Dombeu

13:30-14:30

Understanding Visual Appearance from Micron to Global Scale

Kavita Bala

14:40-15:00

DeepTKAClassifier: Brand Classification of Total Knee Arthroplasty Implants using Explainable Deep Convolutional Neural

Yan et.al

15:00-15:20

Multi-modal Image Fusion based on Weight Local Features and Novel Sum-Modified-Laplacian in Non-Subsampled Shearlet Transform

Hajer Ouerghi, Olfa Mourali, Ezzeddine Zagrouba

15:20-15:40

Robust Prostate Cancer Classification with Siamese Neural Networks

Alberto Rossi, Monica Bianchini, Franco Scarselli

14:40-15:00

Simple Camera-to-2D-LiDAR Calibration Method for General Use

A. Palmer, C. Peterson, J. Blankenburg, D. Feil-Seifer, M. Nicolescu

15:00-15:20

SalsaNext: Fast, Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds

Tiago Cortinhal, George Tzelepis, Eren Aksoy

15:20-15:40

Mobile Manipulator Robot Visual Servoing and Guidance for Dynamic Target Grasping

Prateek Arora, Christos Papachristos

14:40-15:00

Interpreting Galaxy Deblender GAN from the Discriminator's Perspective

Heyi Li, Yuewei Lin, Klaus Mueller, Wei Xu

15:00-15:20

Variational Bayesian Sequence to Sequence Networks for Memory-Efficient Sign Language Translation

H. Partaourides, A. Voskou, D. Kosmopoulos, S. Chatzis, D. Metaxas

15:20-15:40

A Gaussian Process Upsampling Model for Improvements in Optical Character Recognition

Steven Reeves, Dongwook Lee, Anurag Singh, Kunal Verma

16:00-18:00

Systematic Optimization of Image Processing Pipelines Using GPUs

Peter Roch, Bijan Shahbaz Nejad, Marcus Handte, Pedro José Marrón

A Hybrid Approach for Improved Image Similarity Using Semantic Segmentation

Achref Ouni, Eric Royer, Marc Chevaldonné, Michel Dhome

Automated classification of Parkinson's Disease using Diffusion Tensor Imaging Data

Harsh Sharma, Sara Soltaninejad, Irene Cheng

Nonlocal Adaptive Biharmonic Regularizer for Image Restoration

Ying Wen, Luminita Vese

A Robust Approach to Plagiarism Detection in Handwritten Documents

Om Pandey, Ishan Gupta, Bhabani Shankar Prasad Mishra

Optical Coherence Tomography Latent Fingerprint Image Denoising

Sboniso Mgaga

CNN, Segmentation or Semantic Embeddings: Evaluating Scene Context for Trajectory Prediction

Arsal Syed, Brendan Tran Morris

Automatic Extraction of Joint Orientations in Rock Mass using PointNet and DBSCAN

Rushikesh Battulwar, Ebrahim Emami, Masoud Zare Naghadehi, Javad Sattarvand

Feature Map Retargeting to Classify Biomedical Journal Figures

Vinit Veerendraveer Singh, Chandra Kambhamettu

Automatic 3D Object Detection from RGB-D data using PU-GAN

Xueqing Wang, Ya-Li Hou, Xiaoli Hao, Yan Shen

Nodule Generation of Lung CT Images using a 3D Convolutional LSTM Network

Kolawole Olulana, Pius Owolawi, Chunling Tu, Bolanle Abe

Deep Learning Prediction of Glaucoma Progression with Macular Optical Coherence Tomography

Hassan et.al

SEMANTIC SEGMENTATION WITH PERIPHERAL VISION

Mohammad Hamed Mozaffari Maaref, Won-Sook Lee

Deep Facial Expression Recognition with Occlusion Regularization

Nikul Pandya, Philipp Werner, Ayoub Al-Hamadi

Generator From Edges: Reconstruction of Facial Images

Nao Takano, Gita Alaghband

CD2 : Combined Distances of Contrast Distributions for Image Quality Analysis

Sascha Xu, Jan Bauer, Benjamin Axmann, Wolfgang Maass

Real-Time Person Tracking and Association on Doorbell Cameras

Sung Chun Lee, Gang Qian, Allison Beach

MySnapFoodLog: Culturally Sensitive FoodPhoto-Logging App for Dietary BiculturalismStudies

Paul Stanik III, Brendan Tran Morris, Reimund Serafica, Kelly Harmon Webber

Hand Gesture Recognition Based on the Fusion of Visual and Touch Sensing Data

Frans Timbane, Shengzhi Du, Ronny Aylward

Gastrointestinal Tract Anomaly Detection from Endoscopic Videos using Object Detection Approach

Tejas Chheda, Rithvika Iyer, Soumya Koppaka, Dhananjay Kalbande

A multimodal high level video segmentation for content targeted online advertising

Bogdan Mocanu, Ruxandra Tapu, Titus Zaharia

AI Playground: Unreal Engine-based Data Ablation Tool for Deep Learning

Mehdi Mousavi, Aashis Khanal, Rolando Estrada

Homework Helper: Providing Valuable Feedback on Math Mistakes

Sara Davis, Emily Hand

Interface Design for HCI Classroom: From Learners' Perspective

Huyen N. Nguyen, Vinh T. Nguyen, Tommy Dang

Pre-trained Convolutional Neural Network for the Diagnosis of Tuberculosis

Mustapha Oloko-Oba, Serestina Viriri

Near-Optimal Concentric Circles Layout: Visualizing Extensive Connectivity Structures of Scale-Free

Prabhakar Vemavarapu, Mehmet Tozal, Christoph Borst

Facial Expression Recognition and Ordinal Intensity Estimation: A Multilabel Learning Approach

Olufisayo Ekundayo, Serestina Viriri

Unsupervised Anomaly Detection of the First Person in Gait from an Egocentric Camera

Mana Masuda, Ryo Hachiuma, Ryo Fujii, Hideo Saito

Prostate MRI Registration Using Siamese Metric Learning

Alexander Lyons, Alberto Rossi

Emotion Categorization from Video-frame Images using a Novel Sequential Voting Technique

Harisu Abdullahi Shehu, Will Browne, Hedwig Eisenbarth

17:00-17:05

Reducing Triangle Inequality Violations with Deep Learning and Its Application to Image Retrieval

Izat Khamiyev, Magzhan Gabidolla, Alisher Iskakov, Fatih Demirci

17:05-17:10

A Driver Guidance System to Support the Stationary Wireless Charging of Electric Vehicles

Bijan Shahbaz Nejad, Peter Roch, Marcus Handte, Pedro José Marrón

17:10-17:15

An Efficient Tiny Feature Map Network For Real-Time Semantic Segmentation

H. Huang, P. Zhi, H. Zhou, Y. Zhang, Q. Wu, B. Yong, W. Tan, Q. Zhou

17:15-17:20

A Modified Syn2Real Network for Nighttime Rainy Image Restoration

Qunfang Tang, Jie Yang, Haibo Liu, Zhiqiang Guo

17:20-17:25

Unsupervised domain adaptation for person re-identification with few and unlabeled target data

George Galanakis, Xenophon Zabulis, Antonis Argyros

17:25-17:30

How Does Computer Animation Affect Our Perception Of Emotions in Video Summarization?

Camila Kolling, Victor Araujo, Rodrigo C. Barros, Soraia Raupp Musse

17:30-17:35

Where's Wally: A Gigapixel Image Study for Face Recognition in Crowds

Ferreira, Sousa, Ferreira, Peres Carvalho, de Souza Alencar, Pedrini, Soares

17:35-17:40

Optical Flow Based Background Subtraction with a Moving Camera: Application to Autonomous Driving

Sotirios Diamantas, Kostas Alexis

11:10-11:30 Coffee Break

12:10-13:30 Lunch Break

15:40-16:00 Coffee Break