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ORCID16th ICIAR 2019: Waterloo, ON, Canada
- Fakhri Karray, Aurélio Campilho, Alfred C. H. Yu:
Image Analysis and Recognition - 16th International Conference, ICIAR 2019, Waterloo, ON, Canada, August 27-29, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11662, Springer 2019, ISBN 978-3-030-27201-2
Image Processing
- Raied Aljadaany, Dipan K. Pal, Marios Savvides:
Proximal Splitting Networks for Image Restoration. 3-17 - Huy Hieu Pham
, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data. 18-32 - Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Image Structure Subspace Learning Using Structural Similarity Index. 33-44 - Kumara Ratnayake, Maria A. Amer:
Motion-Augmented Inference and Joint Kernels in Structured Learning for Object Tracking. 45-54 - Isabel Molina Orihuela, Mehran Ebrahimi:
An Efficient Algorithm for Computing the Derivative of Mean Structural Similarity Index Measure. 55-66 - Kumara Ratnayake, Maria A. Amer:
Drift Detection Using SVM in Structured Object Tracking. 67-76 - Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Principal Component Analysis Using Structural Similarity Index for Images. 77-88 - Zhongling Wang, Shahrukh Athar, Zhou Wang:
Blind Quality Assessment of Multiply Distorted Images Using Deep Neural Networks. 89-101 - Yanfeng Liu, Eric T. Psota, Lance C. Pérez:
Layered Embeddings for Amodal Instance Segmentation. 102-111 - Subhayan Mukherjee, Navaneeth Kamballur Kottayil, Xinyao Sun, Irene Cheng:
CNN-Based Real-Time Parameter Tuning for Optimizing Denoising Filter Performance. 112-125 - Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Locally Linear Image Structural Embedding for Image Structure Manifold Learning. 126-138 - Hossein Soleimani, George Poothicottu Jacob, Oleg V. Michailovich:
Fitting Smooth Manifolds to Point Clouds in a Level Set Formulation. 139-149 - Abderrahmane Rahiche, Mohamed Cheriet:
KFBin: Kalman Filter-Based Approach for Document Image Binarization. 150-161 - Zhuoran Li, Zhengfang Duanmu, Wentao Liu, Zhou Wang:
AVC, HEVC, VP9, AVS2 or AV1? - A Comparative Study of State-of-the-Art Video Encoders on 4K Videos. 162-173 - Judit Szücs, Péter Balázs:
An Improved Simulated Annealing Approach for Reconstructing Binary Images with Fixed Number of Strips. 174-185 - Duc Hoa Tran, Michel Meunier, Farida Cheriet:
WaveM-CNN for Automatic Recognition of Sub-cellular Organelles. 186-194 - Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection. 195-206 - Halimah Alsurayhi, Mahmoud R. El-Sakka:
An Improved Weighted Average Reprojection Image Denoising Method. 207-215 - Ahmed Cheikh Rouhou, Yousri Kessentini, Slim Kanoun:
Hybrid HMM/DNN System for Arabic Handwriting Keyword Spotting. 216-227 - Gergely Pap, Gábor Lékó, Tamás Grósz:
A Reconstruction-Free Projection Selection Procedure for Binary Tomography Using Convolutional Neural Networks. 228-236 - Julien Valognes, Niloufar Salehi Dastjerdi, Maria A. Amer:
Augmenting Reality of Tracked Video Objects Using Homography and Keypoints. 237-245 - Atsushi Nomura:
Initial Conditions of Reaction-Diffusion Algorithm Designed for Image Edge Detection. 246-251 - Wenbo Wu, Pierre Payeur, Omar Al-Buraiki, Matthew Ross:
Vision-Based Target Objects Recognition and Segmentation for Unmanned Systems Task Allocation. 252-263 - Ziyang Song, Samr Ali, Nizar Bouguila:
Bayesian Learning of Infinite Asymmetric Gaussian Mixture Models for Background Subtraction. 264-274 - Ramchalam Kinattinkara Ramakrishnan, Shangling Jui, Vahid Partovi Nia:
Deep Demosaicing for Edge Implementation. 275-286 - Julien Li-Chee-Ming, Zheng Wu, Randy Tan, Ryan Tan, Naimul Mefraz Khan, Andy Gean Ye, Ling Guan:
A Scene-Based Augmented Reality Framework for Exhibits. 287-296 - Dongchang Li, Davide La Torre, Edward R. Vrscay:
Existence, Uniqueness and Asymptotic Behaviour of Intensity-Based Measures Which Conform to a Generalized Weber's Model of Perception. 297-308 - Ahmed Cheikh Rouhou, Yousri Kessentini, Slim Kanoun:
HMM Based Keyword Spotting System in Printed/Handwritten Arabic/Latin Documents with Identification Stage. 309-320
Image Analysis
- Masih Aminbeidokhti, Marco Pedersoli, Patrick Cardinal, Eric Granger:
Emotion Recognition with Spatial Attention and Temporal Softmax Pooling. 323-331 - Yahya Ibrahim, Balázs Nagy, Csaba Benedek:
CNN-Based Watershed Marker Extraction for Brick Segmentation in Masonry Walls. 332-344 - Mahmoud Ghorbel, Sourour Ammar, Yousri Kessentini, Mohamed Jmaiel:
Improving Person Re-identification by Background Subtraction Using Two-Stream Convolutional Networks. 345-356 - Gareth Higgins, Ling Guan, Azhar Quddus, Ali Shahidi Zandi:
Safely Caching HOG Pyramid Feature Levels, to Speed up Facial Landmark Detection. 357-363 - Wen-Hung Liao, Carolyn Yu, Yi-Chieh Wu:
Construction and Optimization of Feature Descriptor Based on Dynamic Local Intensity Order Relations of Pixel Group. 364-375 - Hossein Soleimani, Jose Rincon, Oleg V. Michailovich:
Segmentation of Breast MRI Scans in the Presence of Bias Fields. 376-387 - Adama Nouboukpo, Mohand Saïd Allili:
Spatially-Coherent Segmentation Using Hierarchical Gaussian Mixture Reduction Based on Cauchy-Schwarz Divergence. 388-396 - Zuzana Bílková, Adam Novozámský, Adam Domínec, Simon Gresko, Barbara Zitová, Markéta Paroubková:
Automatic Evaluation of Speech Therapy Exercises Based on Image Data. 397-404
Signal Processing Techniques for Ultrasound Tissue Characterization and Imaging in Complex Biological Media
- Kaustav Mohanty, Omid Yousefian, Yasamin Karbalaeisadegh, Micah Ulrich, Marie Muller:
Predicting Structural Properties of Cortical Bone by Combining Ultrasonic Attenuation and an Artificial Neural Network (ANN): 2-D FDTD Study. 407-417 - Ruud J. G. van Sloun, Libertario Demi:
B-line Detection and Localization by Means of Deep Learning: Preliminary In-vitro Results. 418-424
Advances in Deep Learning
- Koji Kamma, Yuki Isoda, Sarimu Inoue, Toshikazu Wada:
Behavior-Based Compression for Convolutional Neural Networks. 427-439 - Mohammad Ali Bagheri Orumi, M. Hadi Sepanj, Mahmoud Famouri, Zohreh Azimifar, Alexander Wong:
Unsupervised Deep Shape from Template. 440-451 - Alaa El Khatib, Fakhri Karray:
Strategies for Improving Single-Head Continual Learning Performance. 452-460 - Rene Bidart, Alexander Wong:
Affine Variational Autoencoders. 461-472
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