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19th CAIP 2021: Virtual Event - Part I
- Nicolas Tsapatsoulis
, Andreas Panayides
Computer Analysis of Images and Patterns - 19th International Conference, CAIP 2021, Virtual Event, September 28-30, 2021, Proceedings, Part I. Lecture Notes in Computer Science 13052, Springer 2021, ISBN 978-3-030-89127-5
3D Vision
- Torben Fetzer, Gerd Reis, Didier Stricker:
Simultaneous Bi-directional Structured Light Encoding for Practical Uncalibrated Profilometry. 3-13 - Torben Fetzer, Gerd Reis, Didier Stricker:
Joint Global ICP for Improved Automatic Alignment of Full Turn Object Scans. 14-25 - Torben Fetzer, Gerd Reis, Didier Stricker:
Fast Projector-Driven Structured Light Matching in Sub-pixel Accuracy Using Bilinear Interpolation Assumption. 26-36 - Marcos Roberto e Souza, Jhonatas S. Conceição
Pyramidal Layered Scene Inference with Image Outpainting for Monocular View Synthesis. 37-46 - Roberto Bigazzi
Out of the Box: Embodied Navigation in the Real World. 47-57 - Karama Abdelhedi
Toward a Novel LSB-based Collusion-Secure Fingerprinting Schema for 3D Video. 58-68 - Lidija Comic:
A Combinatorial Coordinate System for the Vertices in the Octagonal C4C8(R) Grid. 69-78 - Luis Sanchez Tapia, Antonio Gomez, Mario Esparza, Venkatesh Jatla, Marios Pattichis
Bilingual Speech Recognition by Estimating Speaker Geometry from Video Data. 79-89 - Pedro H. Carvalho, Inês Rocha, Fábio Azevedo, Patrícia S. Peixoto
Cost-Efficient Color Correction Approach on Uncontrolled Lighting Conditions. 90-99 - Wei Chen, Jun Peng, Ziyu Zhu, Yong Zhao:
HPA-Net: Hierarchical and Parallel Aggregation Network for Context Learning in Stereo Matching. 100-109 - Rafaël Brandt, Nicola Strisciuglio, Nicolai Petkov:
MTStereo 2.0: Accurate Stereo Depth Estimation via Max-Tree Matching. 110-119
Biomedical Image and Pattern Analysis
- Abdullah Sarhan, Jon G. Rokne, Reda Alhajj:
H-OCS: A Hybrid Optic Cup Segmentation of Retinal Images. 123-134 - Suraj Saxena
Retinal Vessel Segmentation Using Blending-Based Conditional Generative Adversarial Networks. 135-144 - Khouloud Boukhris
U-Shaped Densely Connected Convolutions for Left Ventricle Segmentation from CMR Images. 145-153 - Navdeep Kumar, Alessio Carletti, Paulo J. Gavaia
Deep Learning Approaches for Head and Operculum Segmentation in Zebrafish Microscopy Images. 154-164 - Paul M. Bakaki
Shape Analysis Approach Towards Assessment of Cleft Lip Repair Outcome. 165-174 - Gabriel Bianchin de Oliveira
MMEC: Multi-Modal Ensemble Classifier for Protein Secondary Structure Prediction. 175-184 - Leonardo O. Iheme
Patch-Level Nuclear Pleomorphism Scoring Using Convolutional Neural Networks. 185-194 - Lorenzo Putzu
Automatic Myelofibrosis Grading from Silver-Stained Images. 195-205 - Farhad Maleki, Kevin Cote, Keyhan Najafian, Katie L. Ovens, Yan Miao, Rita Zakarian, Caroline Reinhold, Reza Forghani, Peter Savadjiev, Zu-hua Gao:
A Deep Learning-Based Pipeline for Celiac Disease Diagnosis Using Histopathological Images. 206-214 - Tomás Majtner
HEp-2 Cell Image Recognition with Transferable Cross-Dataset Synthetic Samples. 215-225 - Roshan Alex Welikala, Paolo Remagnino, Jian Han Lim, Chee Seng Chan, Senthilmani Rajendran, Thomas George Kallarakkal, Rosnah Binti Zain
Clinically Guided Trainable Soft Attention for Early Detection of Oral Cancer. 226-236 - Chiara Losquadro, Silvia Conforto, Maurizio Schmid, Gaetano Giunta, Marco Rengo
Small and Large Bile Ducts Intrahepatic Cholangiocarcinoma Classification: A Preliminary Feature-Based Study. 237-244 - Vangelis Tzardis
A Review on Breast Cancer Brain Metastasis: Automated MRI Image Analysis for the Prediction of Primary Cancer Using Radiomics. 245-255 - Andreas Georgiou
An Adaptive Semi-automated Integrated System for Multiple Sclerosis Lesion Segmentation in Longitudinal MRI Scans Based on a Convolutional Neural Network. 256-265 - Charalambos Gregoriou
A Three-Dimensional Reconstruction Integrated System for Brain Multiple Sclerosis Lesions. 266-276 - Andria Nicolaou
Rule Extraction in the Assessment of Brain MRI Lesions in Multiple Sclerosis: Preliminary Findings. 277-286 - Lorenzo Putzu
Invariant Moments, Textural and Deep Features for Diagnostic MR and CT Image Retrieval. 287-297 - Malika Jallouli, Wafa Belhadj Khalifa, Anouar Ben Mabrouk
Toward Multiwavelet Haar-Schauder Entropy for Biomedical Signal Reconstruction. 298-307
Machine Learning
- Stefan Becker
Handling Missing Observations with an RNN-based Prediction-Update Cycle. 311-321 - Ademola Okerinde, William H. Hsu, Tom Theis, Nasik Muhammad Nafi, Lior Shamir:
eGAN: Unsupervised Approach to Class Imbalance Using Transfer Learning. 322-331 - Chia-Hung Bai, Setya Widyawan Prakosa
Progressive Contextual Excitation for Smart Farming Application. 332-340 - Francesca Trenta
Fine-Grained Image Classification for Pollen Grain Microscope Images. 341-351 - Anindita Das
Adaptive Style Transfer Using SISR. 352-361 - Jacob Velling Dueholm
Object-Centric Anomaly Detection Using Memory Augmentation. 362-371 - Sarathi Shah, M. V. Joshi:
Document Language Classification: Hierarchical Model with Deep Learning Approach. 372-381 - Linh Truong Dieu, Thuan Trong Nguyen
Parsing Digitized Vietnamese Paper Documents. 382-392 - Riccardo La Grassa
EnGraf-Net: Multiple Granularity Branch Network with Fine-Coarse Graft Grained for Classification Task. 393-402 - Javad Zolfaghari Bengar
When Deep Learners Change Their Mind: Learning Dynamics for Active Learning. 403-413 - Riccardo La Grassa
Learning to Navigate in the Gaussian Mixture Surface. 414-423 - Vipul Shah, Sandeep S. Udmale
A Deep Hybrid Approach for Hate Speech Analysis. 424-433 - Guru Swaroop Bennabhaktula
On Improving Generalization of CNN-Based Image Classification with Delineation Maps Using the CORF Push-Pull Inhibition Operator. 434-444 - Sravani Teeparthi, Venkatesh Jatla, Marios S. Pattichis
Fast Hand Detection in Collaborative Learning Environments. 445-454 - Roberto Amoroso
Assessing the Role of Boundary-Level Objectives in Indoor Semantic Segmentation. 455-465 - Samia Benyahia, Boudjelal Meftah
Skin Lesion Classification Using Convolutional Neural Networks Based on Multi-Features Extraction. 466-475 - Leonardo Rossi
Recursively Refined R-CNN: Instance Segmentation with Self-RoI Rebalancing. 476-486 - Daniel Winter, Ang Bian
Layer-Wise Relevance Propagation Based Sample Condensation for Kernel Machines. 487-496
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