ICIAR 2018 Program Details |
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June 27, 2018 (Wednesday) |
8:00 |
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Registration |
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8:30 -
8:50 |
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Opening |
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Paper ID |
Title |
Authors |
Type |
8:50 -
10:30 |
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WED-oral-01:
Enhancement, Restoration and Reconstruction |
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156 |
Handling Specularity in
Intrinsic Image Decomposition |
Siraj Muhammad, Matthew N.
Dailey, Imari Sato, and Muhammad F. Majeed |
Oral |
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242 |
Reconstruction
of Binary Images with Fixed Number of Strips |
Peter
Balazs and Judit Szucs |
Oral |
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259 |
A Flexible Statistical
Model for Image Denoising |
Ines Channoufi, Sami
Bourouis, Nizar Bouguila and Kamel Hamrouni |
Oral |
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267 |
Towards automatic
calibration of dotblot images |
André R.S. Marcal, Joana
Martins, Elena Selaru, Fernando Tavares |
Oral |
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304 |
Projection selection for
binary tomographic reconstruction using global uncertainty |
Gabor Leko, Peter Balazs,
Laszlo G. Varga |
Oral |
10:30
- 11:00 |
Coffee Break |
11:00 -
12:40 |
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WED-oral-02:
Computer Vision |
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171 |
Extended Patch
Prioritization for Depth Filling within Constrained Exemplar-based RGB-D
Image Completion |
Amir Atapour-Abarghouei and
Toby P. Breckon |
Oral |
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211 |
The use of
intensity-based measures to produce image function metrics which accommodate
Weber's models of perception |
Dongchang
Li, Davide La Torre and Edward R Vrscay |
Oral |
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212 |
A
diffusion-based two-dimensional Empirical Mode Decomposition (EMD) algorithm
for image analysis |
Heming
Wang, Richard Mann and Edward R. Vrscay |
Oral |
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310 |
ShadowNet |
Eli
Kaminsky and Michael Werman |
Oral |
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331 |
Lp Norm
Relaxation Approach for Large Scale Data Analysis: A Review |
Tien D.
Bui, Kha Gia Quach, Chi Nhan Duong, Khoa Luu |
Oral |
12:40
- 14:20 |
Lunch Break |
14:20 -
15:00 |
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Invited
Talk:
Learning to understand human behaviour: in multimedia, surveillance and
automotive |
Rita Cucchiara
Universitŕ di Modena e Reggio Emilia
Italy |
15:00 -
16:00 |
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WED-oral-03:
Activity Recognition |
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184 |
Recognition of activities
of daily living from egocentric videos using hands detected by a deep
convolutional network |
Thi-Hoa-Cuc Nguyen,
Jean-Christophe Nebel, Francisco Florez-Revuelta |
Oral |
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196 |
Human
Action Recognition Using Fusion of Depth and Inertial Sensors |
Zain Fuad
and Mustafa Unel |
Oral |
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353 |
Slope
Pattern Spectra for Human Action Recognition |
Ignace
Tchangou Toudjeu and Jules Raymond Tapamo |
Oral |
16:00 - 17:30 |
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WED-poster-01:
Poster Session |
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164 |
Improved edge detection
algorithms based on a Riesz fractional derivative |
Carmina GEORGESCU |
Poster |
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182 |
Singular
Value Decomposition in Image Compression and Blurred Image Restoration |
Katerina
Fronckova, Pavel Prazak, Antonin Slaby |
Poster |
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183 |
K-Means
Color Image Quantization with Deterministic Initialization: New Image Quality
Metrics |
Mariusz
Frackiewicz and Henryk Palus |
Poster |
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230 |
Candy Cane:
Breast Cancer Pixel-wise Labeling with Fully Convolutional Densenets |
Sameh
Galal, Veronica Sanchez-Freire |
Poster |
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232 |
Improving
Picture Quality with Photo-realistic Style Transfer |
Ilya
Makarov, Diana Polonskaya, Anastasia Feygina |
Poster |
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239 |
Improve the
performance of transfer learning without fine-tuning using
dissimilarity-based multi-view learning for breast cancer histology images |
Hongliu
CAO, Simon Bernard, Laurent Heutte, Robert Sabourin |
Poster |
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260 |
Breast
Cancer Histological Image Classification Using Fine-Tuned Deep Network Fusion |
Amirreza
Mahbod, Isabella Ellinger, Rupert Ecker, Örjan Smedby, Chunliang Wang |
Poster |
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269 |
Convolutional
capsule network for classification of breast cancer histology images |
Tomas
Iesmantas, Robertas Alzbutas |
Poster |
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270 |
Assessment
of Breast Cancer Histology using Densely Connected Convolutional Networks |
Matthias
Kohl, Christoph Walz, Florian Ludwig, Stefan Braunewell, Maximilian Baust |
Poster |
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273 |
Automatic
Breast Cancer Grading of Histological Images Based on Colour and Texture
Descriptors |
Auxiliadora
Sarmiento and Irene Fondón |
Poster |
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275 |
Context-Aware
Learning using Transferable Features for Classification of Breast Cancer
Histology Images |
Ruqayya
Awan, Navid Alemi Koohbanani, Muhammad Shaban, Anna Lisowska and Nasir
Rajpoot |
Poster |
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278 |
Breast
Cancer Histology Image Classification Based on Deep Neural Networks |
Yao Guo,
Huihui Dong, Fangzhou Song, Chuang Zhu, Jun Liu |
Poster |
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281 |
Classification
of Breast Cancer Histology using Deep Learning |
Aditya
Golatkar, Deepak Anand, Amit Sethi |
Poster |
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287 |
Deep
Learning Framework for Multi-class Breast Cancer Histology Image
Classification |
Yeeleng S.
Vang, Zhen Chen, and Xiaohui Xie |
Poster |
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295 |
Micro and
Macro Breast Histology Image Analysis by Partial Network Re-use |
Quoc Dang
Vu, Minh Nguyen Nhat To, Eal Kim, Jin Tae Kwak |
Poster |
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317 |
Vegetation
Index Estimation from Monospectral Images |
Patricia
L. Suarez; Angel D.Sappa; Boris X. Vintimilla |
Poster |
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318 |
Detection
of Aruco markers using the quadrilateral sum conjuncture |
José
Ferrăo, Paulo Dias and António J. R. Neves |
Poster |
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325 |
Contrast
perception across human cognitive style |
Anna
Lewandowska, Anna Samborska-Owczarek, Malwina Dzisko |
Poster |
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342 |
Classification
of Breast Cancer Histology Images through Transfer Learning using a
Pre-trained Inception Resnet V2 |
Carlos A.
Ferreira, Tânia F. Melo, Patrick Sousa, Maria Inęs Meyer, Elham Shakibapour,
Pedro Costa and Aurélio Campilho |
Poster |
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360 |
Classification
of breast cancer histology images using transfer learning |
Sulaiman
Vesal, Nishant Ravikumar, AmirAbbas Davari, Stephan Ellman, Andreas Maier |
Poster |
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367 |
Ensembling
Neural Networks for Digital Pathology Images Classification and Segmentation |
Artem
Pimkin, Gleb Makarchuk, Vladimir Kondratenko, Maxim Pisov, Egor Krivov, and
Mikhail Belyaev |
Poster |
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370 |
Real-time
Low-Cost Omni-directional Stereo Vision via Bi-Polar Spherical Cameras |
Kaiwen
Lin, Toby P. Breckon |
Poster |
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387 |
Breast
Cancer Microscope Image Classification Based on CNN with Image Deformation |
Yaqi Wang,
Lingling Sun , Kaiqiang Ma, Jiannan Fang |
Poster |
17:30 - 19:10 |
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WED-oral-04:
Image Segmentation |
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214 |
Alternate direction method
of multipliers for unconstrained structural similarity-based optimization |
Daniel Otero, Davide La
Torre, Oleg V. Michailovich, Edward R. Vrscay |
Oral |
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180 |
Affinly Registered
Multi-object Atlases as Shape Prior for Grid Cut Segmentation of Lumbar
Vertebrae from CT Images |
Weimin Yu, Wenyong Liu,
Liwen Tan, Shaoxiang Zhang, Guoyan Zheng |
Oral |
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228 |
Fully
Convolutional Neural Network for Lungs Segmentation from Chest X-Rays |
Rabia
Rashid, Muhammad Usman Akram, Taimur Hassan |
Oral |
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229 |
DTI
Segmentation using Anisotropy preserving
Quaternion based Distance measure |
Sumit
Kaushik, Jan Slovak |
Oral |
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311 |
Pixel-based
leaf segmentation from natural vineyard images using color model and
threshold techniques |
Carlos S.
Pereira, R. Morais, M.J.C.S. Reis |
Oral |
17:30 - 18:50 |
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WED-oral-05:
Grand Challenge on Breast Cancer Histology Images |
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377 |
Classification of Breast
Cancer Histopathological Images using Convolutional Neural Networks with
Hierarchical Loss and Global Pooling |
Zeya Wang, Nanqing Dong,
Wei Dai, Sean D Rosario and Eric P. Xing |
Oral |
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234 |
Two-Stage
Convolutional Neural Network (2S-CNN) for Breast Cancer Histology Image
Classification |
Kamyar
Nazeri, Azad Aminpour, Mehran Ebrahimi |
Oral |
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238 |
Classification
of Breast Cancer Histology Image using Ensemble of Pretrained Neural Networks |
Sai Saketh
Chennamsetty, Mohammed Safwan, Varghese Alex |
Oral |
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244 |
Multi-classification
of breast cancer histology images by using a fine-tuning strategy |
Nadia
Brancati, Maria Frucci, Daniel Riccio |
Oral |
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266 |
Multiclass
Classification of Breast Cancer in Whole-slide Images |
Scotty Kwok |
Oral |
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279 |
Towards
Interactive Breast Tumor Classification using Transfer Learning |
Nick Weiss,
Henning Kost, Andre Homeyer |
Oral |
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297 |
Hierarchical
ResNeXt models for Breast cancer histology images classification |
Ismaël Koné
and Lahsen Boulmane |
Oral |
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394 |
Ensemble
Network for Region Identification in Breast Histopathology Slides |
Bahram
Marami, Marcel Prastawa, Monica Chan, Michael Donovan, Gerardo Fernandez,
Jack Zeineh |
Oral |
19:15 - 20:30 |
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Reception |
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June 28, 2018 (Thursday) |
8:00 |
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Registration |
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Paper ID |
Title |
Authors |
Type |
8:30 -
10:30 |
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THU-oral-06:
Detection and Classification |
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201 |
Emotional Faces in the Wild
Feature descriptors for emotion classification |
Huthaifa Abuhammad and
Richard Everson |
Oral |
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220 |
Video-Based
Person Re-Identification by 3D Convolutional Neural Networks and Improved
Parameter Learning |
Naoki Kato,
Kohei Hakozaki, Masamoto Tanabiki, Junko Furuyama, Yuji Sato, Yoshimitsu Aoki |
Oral |
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246 |
Feature
Selection for Big Visual Data: Overview and Challenges |
Verónica
Bolón-Canedo, Beatriz Remeseiro, Brais Cancela |
Oral |
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301 |
A Computational Model of
Multi-Scale Spatiotemporal Attention in Video Data |
Roman Palenichka, Rafael
Falcon, Rami Abielmona, Emil Petriu |
Oral |
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378 |
From Windows to Logos:
Analyzing Outdoor Images to aid Flyer Classification |
Payam Pourashraf, Noriko
Tomuro and Saeed Bagheri Shouraki |
Oral |
10:30
- 11:20 |
Coffee Break |
11:20 -
12:40 |
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THU-oral-07:
Biomedical Image Analysis I |
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185 |
Multi-scale Fully
Convolutional DenseNets for Automated Skin Lesion Segmentation in Dermoscopy
Images |
Guodong Zeng and Guoyan
Zheng |
Oral |
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241 |
Normal
brain aging: Prediction of age, sex and white matter hyperintensities using a
MR image-based machine learning technique |
Mariana
Bento, Roberto Souza, Marina Saluzzi and Richard Frayne |
Oral |
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291 |
A
Kernelized Morphable Model for 3D Brain Tumor Analysis |
David A.
Jimenez, Hernán F. Garcia, Andrés M. Alvarez, Alvaro A. Orozco and G. Holguín |
Oral |
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314 |
Transfer
Learning of Spectrogram Image for Automatic Sleep Stage Classification |
Ali
Abdollahi Gharbali, Shirin Najdi, and José Manuel Fonseca |
Oral |
12:40
- 14:20 |
Lunch Break |
14:20 -
15:00 |
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Invited
Talk:
Deep Learning for Imaging Diagnostics |
Bram van Ginneken
Radboud University
Netherlands |
15:00
- 16:00 |
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Panel:
Artificial Intelligence and Machine Learning as Transformative Agents in
the Industrial World |
Chairs:
A. Galdran (INESC TEC), P. Costa (Abyssal, INESC
TEC)
Moderator:
Hugo Correia, Journalist (Global Media
Group)
Participants:
B. van Ginneken (Radboud University,
Netherlands)
R. Cucchiara (University di Modena e Reggio
Emilia, Italy)
A. Ruggeri (University of Padova, Italy)
M. Almeida (Feedzai, Portugal) |
16:00 - 17:00 |
Coffee Break |
17:00 |
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Departure
to visit Porto and Banquet |
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20:00
- 22:00 |
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Banquet |
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June 29, 2018 (Friday) |
8:30 |
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Registration |
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Paper ID |
Title |
Authors |
Type |
9:30 -
10:30 |
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FRI-oral-08:
Biomedical Image Analysis II |
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187 |
Hierarchical Framework for
Automatic Pancreas Segmentation in MRI Using Continuous Max-flow and Min-Cuts
Approach |
Hykoush Asaturyan, Barbara
Villarini |
Oral |
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247 |
Assessment
of anti-tumor immune response in colorectal carcinomas from Whole Slide
Images |
Tiédé
Armand Djiro, Camille Kurtz, Nicolas Loménie |
Oral |
|
358 |
A deep learning approach
for red lesions detection in video capsule endoscopies |
Paulo Coelho, Ana Pereira,
Argentina Leite, Marta Salgado, and António Cunha |
Oral |
10:30
- 11:00 |
Coffee Break |
11:00 -
12:00 |
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FRI-oral-09:
Novel Imaging Methods for Diagnosis and Screening of
Ophthalmic Diseases I |
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167 |
Retinal Image Synthesis for
CAD development |
Appan K. Pujitha and
Jayanthi Sivaswamy |
Oral |
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302 |
Improved
Accuracy & Robustness of a Corneal Endothelial Cell Segmentation Method
based on Merging Superpixels |
Juan P.
Vigueras-Guillén, Angela Engel, Hans Lemij, Jeroen van Rooij, Koenraad A.
Vermeer, and Lucas J. van Vliet |
Oral |
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333 |
Deep
Convolutional Artery/Vein Classification of Retinal Vessels |
Maria Ines
Meyer, Adrian Galdran, Pedro Costa, Ana Maria Mendonça and Aurélio Campilho |
Oral |
12:00 - 12:40 |
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Invited Talk:
Eyes are the windows of the body: the analysis of corneal and retinal
images |
Alfredo Ruggeri
BioImLab, Department of Information
Engineering
Unviersity of Padova
Italy |
12:40 - 14:20 |
Lunch Break |
14:20 -
16:00 |
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FRI-oral-10:
Novel Imaging Methods for Diagnosis and Screening of
Ophthalmic Diseases II |
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186 |
Construction of a Retinal
Atlas for Macular OCT Volumes |
Arunava Chakravarty, Divya
Jyothi Gaddipati, Jayanthi Sivaswamy |
Oral |
|
194 |
Hard
Exudate Detection using Local Texture Analysis and Gaussian Processes |
Adrián
Colomer, Pablo Ruiz, Valery Naranjo, Rafael Molina and Aggelos K. Katsaggelos |
Oral |
|
261 |
Arterioles
and Venules Classification in Retinal Images using Fully Convolutional Deep
Neural Network |
Sufian
AlBadawi, M. M. Fraz |
Oral |
|
316 |
Segmentation
of the Retinal Reflex in Bruckner Test Images using U-Net Convolutional
Network |
Italo
Francyles Santos da Silva, Joăo Dallyson de Sousa de Almeida, Jorge Antonio
Meireles Teixeira, Geraldo Braz Junior, Anselmo Cardoso de Paiva |
Oral |
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364 |
Creation of
Retinal Mosaics for Diabetic Retinopathy Screening: A Comparative Study |
Tânia Melo,
Ana Maria Mendonça, Aurélio Campilho |
Oral |
14:20 - 16:00 |
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FRI-oral-11:
Traffic Surveillance and Applications |
|
237 |
Real-time multispectral
pedestrian detection with a single-pass deep neural network |
Maarten Vandersteegen,
Kristof Van Beeck and Toon Goedemé |
Oral |
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283 |
A
Preliminary Study of Image Analysis for Parasite Detection on Honey Bees |
Stefan
Schurischuster, Beatriz Remeseiro, Petia Radeva, Martin Kampel |
Oral |
|
306 |
Encoding
Stereoscopic Depth Features for Scene Understanding in Off-Road Environments |
Christopher
J. Holder, Toby P. Breckon |
Oral |
|
357 |
Sleep
Deprivation Detection for Real-Time Driver Monitoring using Deep Learning |
Miguel
Garcia-Garcia, Alice Caplier, Michele Rombaut |
Oral |
|
385 |
Transfer
Learning based Strategy for Improving Driver Distraction Recognition |
Chaojie Ou,
Chahid Ouali, Fakhri Karray |
Oral |
16:00 - 17:30 |
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FRI-poster-02:
Poster Session |
|
179 |
Robust detection of water
sensitive papers |
André R. S. Marcal |
Poster |
|
188 |
Deep
Convolutional-Shepard Interpolation Neural Networks for Image Classification
Tasks |
Kaleb E.
Smith, Phillip Williams, Tatsanee Chaiya, and Max Ble |
Poster |
|
191 |
Quantification
and Prediction of Damage in SAM Images of Semiconductor Devices |
Dzenana
Alagic, Olivia Bluder, Jürgen Pilz |
Poster |
|
199 |
Vehicle
Detection in Infrared Imagery using Neural Networks with Synthetic Training
Data |
Chris P
Moate, Stephen D Hayward, Jonathan S Ellis, Lee Russell, Ralph O Timmerman,
Richard O Lane and Thomas J Strain |
Poster |
|
204 |
Multimodal
deep learning for robuste recognizing maritime imagery in the visible and
infrared spectrums |
Kheireddine
AZIZ, Frederic BOUCHARA |
Poster |
|
206 |
Facial
Expression Based Emotion Recognition Using Neural Networks |
Ekin
Yagis, Mustafa Unel |
Poster |
|
208 |
Classification
of Icon Type and Cooldown State in Video Game Replays |
Jeremias
Eichelbaum, Ronny Hänsch, Olaf Hellwich |
Poster |
|
215 |
A Fast and
Robust Approach for Touching Grains Segmentation |
Peterson
A. Belan, Robson A. G. de Macedo, Marihá M. A. Pereira, Wonder A. L. Alves,
Sidnei A. de Araújo |
Poster |
|
225 |
Unsupervised
Human Action Categorization using A Riemannian Averaged Fixed-point Learning
of Multivariate GGMM |
Fatma
Najar, Sami Bourouis, Atef Zaguia, Nizar Bouguila, and Safya Belghith |
Poster |
|
235 |
Hybrid
Statistical Framework for Diabetic Retinopathy Detection |
Sami
Bourouis, Atef Zaguia, Nizar Bouguila |
Poster |
|
248 |
Automatic
text extraction from Arabic newspapers |
Nikos
Vasilopoulos, Yazan Wasfi, Ergina Kavallieratou |
Poster |
|
265 |
Automatic
Cartoon Face Composition using Caricature Traits |
Tanasai
Sucontphunt, Jaturong Mahaisavariya |
Poster |
|
268 |
Mobile-Based
Painting Photo Retrieval using Combined Features |
Claudia
Companioni-Brito, Zygred Mariano-Calibjo, Mohamed Elawady, and Sule Yildirim |
Poster |
|
277 |
BIOMISA
Retinal Image Database for Macular and Ocular Syndromes |
Taimur
Hassan, M. Usman Akram, M. Furqan Masood and Ubaidullah Yasin |
Poster |
|
285 |
Emotion
assessment using adaptive learning-based relevance analysis |
C.
Torres-Valencia and A. Alvarez-Meza and A. Orozco-Gutierrez |
Poster |
|
288 |
Saliency-based
Image Object Indexing and Retrieval |
Jacky LAM
Yat Hong, Sule YILDIRIM YAYILGAN |
Poster |
|
293 |
Shape
Classification using Hilbert Space Embeddings and Kernel Adaptive Filtering |
J.S.
Blandon, C.K. Valencia, A. Alvarez, J. Echeverry, M.A. Alvarez, and A. Orozco |
Poster |
|
322 |
Plant
bounding box detection from desirable residues of the ultimate levelings |
Wonder
A.L. Alves, Charles F. Gobber, Ronaldo F. Hashimoto |
Poster |
|
323 |
Vessel
preserving CNN-based image resampling of retinal images |
Andrey
Krylov, Andrey Nasonov, Konstantin Chesnakov, Alexandra Nasonova, Seung Oh
Jin, Uk Kang, and Min Park |
Poster |
|
336 |
Diagnosis
of Non-Small Cell Lung Cancer Using Phylogenetic Diversity in Radiomics
Context |
Antonino
C. dos S. Neto, Pedro H. B. Diniz, Joăo O. B. Diniz, André B. Cavalcante,
Aristófanes C. Silva, Anselmo C. de Paiva, and Joăo D. S. de Almeida |
Poster |
|
339 |
Automatic
Detection and Characterization of Biomarkers in OCT Images |
Melinda
Katona, Attila Kovács, László Varga, Tamás Grósz, József Dombi, Rózsa Dégi,
László G. Nyúl |
Poster |
|
340 |
Analyzing
Social Network Images with Deep Learning Models to Fight Zika Virus |
Pedro H.
Barros and Bruno G. C. Lima and Felipe C. Crispim and Tiago Vieira and Paolo
Missier and Baldoino Fonseca |
Poster |
|
343 |
Interactive
Photo Liveness for Presentation Attacks Detection |
Galina
Lavrentyeva, Oleg Kudashev, Aleksandr Melnikov, Maria De Marsico, Yuri
Matveev |
Poster |
|
345 |
GIF Image
Retrieval in Cloud Computing Environment |
Evelyn
Paiz-Reyes, Nadile Nunes-de-Lima, and Sule Yildirim-Yayilgan |
Poster |
|
373 |
Nerve
structure segmentation from ultrasound images using random under-sampling and
a SVM classifier |
C.
Jimenez, D. Diaz, D. Salazar, A. M. Alvarez, A. Orozco, and O. Henao |
Poster |
|
375 |
Sign
Language Recognition based on 3D Convolutional Neural Networks |
Geovane M.
Ramos Neto, Geraldo Braz Junior, Joăo Dallyson Sousa de Almeida and Anselmo
Cardoso de Paiva |
Poster |
17:30 |
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Awards and Closing |
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