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ICIAR 2017: Montreal, QC, Canada
- Fakhri Karray, Aurélio Campilho
, Farida Cheriet:
Image Analysis and Recognition - 14th International Conference, ICIAR 2017, Montreal, QC, Canada, July 5-7, 2017, Proceedings. Lecture Notes in Computer Science 10317, Springer 2017, ISBN 978-3-319-59875-8
Machine Learning in Image Recognition
- Antonio Sze-To, Andrew K. C. Wong:
A Weight-Selection Strategy on Training Deep Neural Networks for Imbalanced Classification. 3-10 - Arief Koesdwiady, Safaa M. Bedawi, Chaojie Ou, Fakhri Karray:
End-to-End Deep Learning for Driver Distraction Recognition. 11-18 - Jonathan Mojoo, Keiichi Kurosawa, Takio Kurita
Deep CNN with Graph Laplacian Regularization for Multi-label Image Annotation. 19-26 - Oeslle Lucena, Amadeu Junior, Vitor Moia, Roberto Souza, Eduardo Valle
Transfer Learning Using Convolutional Neural Networks for Face Anti-spoofing. 27-34 - Avery Ma, Alexander Wong, David A. Clausi:
Depth from Defocus via Active Quasi-random Point Projections: A Deep Learning Approach. 35-42
Machine Learning for Medical Image Computing
- Amir-Hossein Karimi, Audrey G. Chung, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Ali Ghodsi, Alexander Wong:
Discovery Radiomics via a Mixture of Deep ConvNet Sequencers for Multi-parametric MRI Prostate Cancer Classification. 45-53 - Devinder Kumar, Audrey G. Chung, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Alexander Wong:
Discovery Radiomics for Pathologically-Proven Computed Tomography Lung Cancer Prediction. 54-62 - Gerardo Tibamoso, Sylvie Ratté, Luc Duong
Left Ventricle Wall Detection from Ultrasound Images Using Shape and Appearance Information. 63-70 - Mariana P. Bento, Yan Sym, Richard Frayne
Probabilistic Segmentation of Brain White Matter Lesions Using Texture-Based Classification. 71-78 - Daniel S. Cho, Farzad Khalvati, David A. Clausi, Alexander Wong:
A Machine Learning-Driven Approach to Computational Physiological Modeling of Skin Cancer. 79-86 - AbdulWahab Kabani, Mahmoud R. El-Sakka:
Ejection Fraction Estimation Using a Wide Convolutional Neural Network. 87-96 - Tyler Clark, Alexander Wong, Masoom A. Haider, Farzad Khalvati:
Fully Deep Convolutional Neural Networks for Segmentation of the Prostate Gland in Diffusion-Weighted MR Images. 97-104
Image Enhancement and Reconstruction
- Ibrahim Ben Daya, Albert I. H. Chen, Mohammad Javad Shafiee, Alexander Wong, John T. W. Yeow:
Compensated Row-Column Ultrasound Imaging System Using Three Dimensional Random Fields. 107-116 - Rafat R. Damseh
Curvelet-Based Bayesian Estimator for Speckle Suppression in Ultrasound Imaging. 117-124 - Mayoore S. Jaiswal, Yu-Ying Wang, Ming-Ting Sun:
Object Boundary Based Denoising for Depth Images. 125-133 - Cory Falconer, C. Sean Bohun
A Note on Boosting Algorithms for Image Denoising. 134-142
Image Segmentation
- Mohamed Walid Ayech, Djemel Ziou:
K-Autoregressive Clustering: Application on Terahertz Image Analysis. 145-152 - Ali K. Hmood
Scale and Rotation Invariant Character Segmentation from Coins. 153-162 - Michael Holusa, Andrey Sukhanov
Image Segmentation Based on Solving the Flow in the Mesh with the Connections of Limited Capacities. 163-170
Motion and Tracking
- François-Xavier Derue, Mohamed Dahmane, Marc Lalonde
Exploiting Semantic Segmentation for Robust Camera Motion Classification. 173-181 - Iffatur Ridwan, Howard Cheng:
An Event-Based Optical Flow Algorithm for Dynamic Vision Sensors. 182-189 - Rabah Iguernaissi, Djamal Merad
People's Re-identification Across Multiple Non-overlapping Cameras by Local Discriminative Patch Matching. 190-197
3D Computer Vision
- Bassem Seddik, Sami Gazzah
Hybrid Multi-modal Fusion for Human Action Recognition. 201-209 - Bence Gálai, Csaba Benedek:
Change Detection in Urban Streets by a Real Time Lidar Scanner and MLS Reference Data. 210-220 - Po Kong Lai, Robert Laganière:
Creating Immersive Virtual Reality Scenes Using a Single RGB-D Camera. 221-230 - Palak Bansal, Chao Sun, Won-Sook Lee:
Sunshine Hours and Sunlight Direction Using Shadow Detection in a Video. 231-238 - Guilherme S. Soares, Rubens Campos Machado, Roberto de Alencar Lotufo:
People-Flow Counting Using Depth Images for Embedded Processing. 239-246 - François Audet, Mohand Saïd Allili, Ana-Maria Cretu:
Salient Object Detection in Images by Combining Objectness Clues in the RGBD Space. 247-255
Feature Extraction
- Kotaro Yasuda, M. Omair Ahmad:
Development of an Active Shape Model Using the Discrete Cosine Transform. 259-267 - Jorge Candido, Maurício Marengoni
Ground Plane Segmentation Using Artificial Neural Network for Pedestrian Detection. 268-277 - Péter Bodnár, Péter Balázs:
An Improved Directional Convexity Measure for Binary Images. 278-285 - Jaime Lomeli-Rodriguez, Mark S. Nixon
Learning Salient Structures for the Analysis of Symmetric Patterns. 286-295 - Omar Seddati, Stéphane Dupont
Triplet Networks Feature Masking for Sketch-Based Image Retrieval. 296-303 - Mohamed Dahmane, Samuel Foucher
Are You Smiling as a Celebrity? Latent Smile and Gender Recognition. 304-311 - Ali Caglayan
An Empirical Analysis of Deep Feature Learning for RGB-D Object Recognition. 312-320 - Mohannad Abuzneid, Ausif Mahmood:
Image Registration Based on a Minimized Cost Function and SURF Algorithm. 321-329 - Pejman Habashi, Boubakeur Boufama, Imran Shafiq Ahmad:
A Better Trajectory Shape Descriptor for Human Activity Recognition. 330-337
Detection and Classification
- Matthias Richter, Thomas Längle, Jürgen Beyerer:
Gaussian Mixture Trees for One Class Classification in Automated Visual Inspection. 341-351 - Muhammad Hanif
Shadow Detection for Vehicle Classification in Urban Environments. 352-362 - Ahmed Ibrahim, A. Lynn Abbott, Mohamed E. Hussein
Input Fast-Forwarding for Better Deep Learning. 363-370 - Teresa Araujo
Improving Convolutional Neural Network Design via Variable Neighborhood Search. 371-379 - Ershad Banijamali, Ali Ghodsi:
Fast Spectral Clustering Using Autoencoders and Landmarks. 380-388 - Abdulaziz Alorf, A. Lynn Abbott:
Improved Face and Head Detection Based on Traditional Middle Eastern Clothing. 389-398 - Ali Al-Raziqi, Joachim Denzler:
Unsupervised Group Activity Detection by Hierarchical Dirichlet Processes. 399-407 - Vitaliy Tayanov, Adam Krzyzak, Ching Y. Suen:
Classification Boosting by Data Decomposition Using Consensus-Based Combination of Classifiers. 408-415 - Elvis Togban, Djemel Ziou:
Classification Using Mixture of Discriminative Learners: The Case of Compositional Data. 416-425
Biomedical Image Analysis
- M. R. Mohebpour, François Guibault, Farida Cheriet:
Mesh-Based Active Model Initialization for Multiple Organ Segmentation in MR Images. 429-436 - Paul Hernandez-Herrera
Sperm Flagellum Center-Line Tracing in Fluorescence 3D+t Low SNR Stacks Using an Iterative Minimal Path Method. 437-445 - Rafat R. Damseh
Curvelet-Based Classification of Brain MRI Images. 446-454 - Philippe Debanné, Ola Ahmad, Stefan Parent, Hubert Labelle, Farida Cheriet:
A Novel Automatic Method to Evaluate Scoliotic Trunk Shape Changes in Different Postures. 455-462 - Andrik Rampun, Philip J. Morrow, Bryan W. Scotney, Robert John Winder:
Breast Density Classification Using Local Ternary Patterns in Mammograms. 463-470 - Junjie Zhang, Sameer Baig, Alexander Wong, Masoom A. Haider, Farzad Khalvati:
Segmentation of Prostate in Diffusion MR Images via Clustering. 471-478 - Jhan S. Alarifi, Manu Goyal
Facial Skin Classification Using Convolutional Neural Networks. 479-485 - Amaya Jiménez, Carmen Serrano
Automatic Detection of Globules, Streaks and Pigment Network Based on Texture and Color Analysis in Dermoscopic Images. 486-493
Image Analysis in Ophthalmology
- Anfisa Lazareva, Muhammad Asad, Gregory G. Slabaugh
Learning to Deblur Adaptive Optics Retinal Images. 497-506 - Maria Inês Meyer
A Deep Neural Network for Vessel Segmentation of Scanning Laser Ophthalmoscopy Images. 507-515 - Pedro Costa, Adrian Galdran
Adversarial Synthesis of Retinal Images from Vessel Trees. 516-523 - Florence Rossant
Automated Analysis of Directional Optical Coherence Tomography Images. 524-532 - Rafsanjany Kushol
Contrast Enhancement by Top-Hat and Bottom-Hat Transform with Optimal Structuring Element: Application to Retinal Vessel Segmentation. 533-540 - Rui Bernardes
Retinal Biomarkers of Alzheimer's Disease: Insights from Transgenic Mouse Models. 541-550 - Bilal Khomri, Argyrios Christodoulidis, Leila Djerou, Mohamed Chaouki Babahenini
Particle Swarm Optimization Approach for the Segmentation of Retinal Vessels from Fundus Images. 551-558 - Rana Farah, Samuel Belanger, Reza Jafari, Claudia Chevrefils, Jean-Philippe Sylvestre, Frédéric Lesage, Farida Cheriet:
Retinal Vessel Segmentation from a Hyperspectral Camera Images. 559-566
Remote Sensing
- Mohamed Dahmane, Samuel Foucher
The Potential of Deep Features for Small Object Class Identification in Very High Resolution Remote Sensing Imagery. 569-577 - Masaki Umemura, Kazuhiro Hotta, Hideki Nonaka, Kazuo Oda:
Segmentation of LiDAR Intensity Using CNN Feature Based on Weighted Voting. 578-585 - Hrishikesh Sharma
A Lattice-Theoretic Approach for Segmentation of Truss-Like Porous Objects in Outdoor Aerial Scenes. 586-595 - Yaser Esmaeili Salehani, Mohamed Cheriet:
Non-dictionary Aided Sparse Unmixing of Hyperspectral Images via Weighted Nonnegative Matrix Factorization. 596-604 - Moslem Ouled Sghaier
Stroke Width Transform for Linear Structure Detection: Application to River and Road Extraction from High-Resolution Satellite Images. 605-613
Applications
- Alessandro Arenella, Antonio Greco
Real Time Fault Detection in Photovoltaic Cells by Cameras on Drones. 617-625 - Sung-Jin Ahn, Dong-Min Ko, Kang-Sun Choi:
Cow Behavior Recognition Using Motion History Image Feature. 626-633 - Sara Zhalehpour, Andrew Piper, Chad Wellmon, Mohamed Cheriet:
Footnote-Based Document Image Classification. 634-642 - Sherif Abuelwafa, Mohamed Mhiri, Rachid Hedjam, Sara Zhalehpour, Andrew Piper, Chad Wellmon, Mohamed Cheriet:
Feature Learning for Footnote-Based Document Image Classification. 643-650 - Rahul Kamilla, Vishwanath Nagarajan
Analysis of Sloshing in Tanks Using Image Processing. 651-659 - Julien Couillaud, Djemel Ziou, Wafa Benzaoui:
Light Field Estimation in the Ultraviolet Spectrum. 660-670
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