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21st ICIAP 2022: Lecce, Italy - Part II
- Stan Sclaroff
, Cosimo Distante
Image Analysis and Processing - ICIAP 2022 - 21st International Conference, Lecce, Italy, May 23-27, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13232, Springer 2022, ISBN 978-3-031-06429-6
Multiview Geometry and 3D Computer Vision
- Mohammad Zohaib
Towards Reconstruction of 3D Shapes in a Realistic Environment. 3-14 - Seyed Saber Mohammadi
SVP-Classifier: Single-View Point Cloud Data Classifier with Multi-view Hallucination. 15-26 - Mohammad Zohaib
3D Key-Points Estimation from Single-View RGB Images. 27-38 - Leevi Raivio
Online Panoptic 3D Reconstruction as a Linear Assignment Problem. 39-50 - Zoltan Rozsa
Temporal Up-Sampling of LIDAR Measurements Based on a Mono Camera. 51-64 - Cristina Mata, Nick Locascio, Mohammed Azeem Sheikh, Kenny Kihara, Dan Fischetti:
StandardSim: A Synthetic Dataset for Retail Environments. 65-76 - Sam Dehaeck
A Strong Geometric Baseline for Cross-View Matching of Multi-person 3D Pose Estimation from Multi-view Images. 77-88 - Javed Ahmad
Multi-view 3D Objects Localization from Street-Level Scenes. 89-101 - Eugenio Lomurno
Improving Multi-View Stereo via Super-Resolution. 102-113 - Marco Orsingher, Paolo Zani, Paolo Medici, Massimo Bertozzi:
Efficient View Clustering and Selection for City-Scale 3D Reconstruction. 114-124
Digital Forensics and Biometrics
- Daniel Aumayr, Pascal Schöttle
U Can't (re)Touch This - A Deep Learning Approach for Detecting Image Retouching. 127-138 - Antonio Greco, Alessia Saggese, Bruno Vento:
A Robust and Efficient Overhead People Counting System for Retail Applications. 139-150 - Luca Guarnera
Deepfake Style Transfer Mixture: A First Forensic Ballistics Study on Synthetic Images. 151-163 - Sara Concas
Experimental Results on Multi-modal Deepfake Detection. 164-175 - Nino Cauli, Alessandro Ortis, Sebastiano Battiato:
Fooling a Face Recognition System with a Marker-Free Label-Consistent Backdoor Attack. 176-185 - Giuseppe Boccignone
DeepFakes Have No Heart: A Simple rPPG-Based Method to Reveal Fake Videos. 186-195
Image Analysis, Detection and Recognition
- Andrea Fusiello:
Exact Affine Histogram Matching by Cumulants Transformation. 199-210 - Phuc Ngo
Digital Line Segment Detection for Table Reconstruction in Document Images. 211-224 - Damien Simonnet, Ahmad-Montaser Awal:
A GAN Based Approach to Compare Identical Images with Generative Noise. 225-236 - Rosario Leonardi
Egocentric Human-Object Interaction Detection Exploiting Synthetic Data. 237-248 - Bruno M. Rocha
Skew Angle Detection and Correction in Text Images Using RGB Gradient. 249-262 - Michele Mazzamuto, Francesco Ragusa
Weakly Supervised Attended Object Detection Using Gaze Data as Annotations. 263-274 - Camillo Quattrocchi, Daniele Di Mauro, Antonino Furnari, Giovanni Maria Farinella:
Panoptic Segmentation in Industrial Environments Using Synthetic and Real Data. 275-286 - Paolo Bruno, Roberto Amoroso
Investigating Bidimensional Downsampling in Vision Transformer Models. 287-299 - Naoki Kawamura
Unsupervised Anomaly Localization Using Locally Adaptive Query-Dependent Scores. 300-311 - Giovanni Luca Giacco
Toward a System for Post-Earthquake Safety Evaluation of Masonry Buildings. 312-323 - Marc Oliu
Multi-varied Cumulative Alignment for Domain Adaptation. 324-334 - Gianluca Mancusi, Matteo Fabbri, Sara Egidi, Mattia Verasani, Paolo Scarabelli, Simone Calderara, Rita Cucchiara:
First Steps Towards 3D Pedestrian Detection and Tracking from Single Image. 335-346 - Federico Bolelli
Connected Components Labeling on Bitonal Images. 347-357 - Luca Zedda
A Deep Learning Based Framework for Malaria Diagnosis on High Variation Data Set. 358-370 - Rocco Pietrini
A Deep Learning-Based System for Product Recognition in Intelligent Retail Environment. 371-382 - Leonardo Rossi
LDD: A Grape Diseases Dataset Detection and Instance Segmentation. 383-393 - Jonathan Pirnay, Keng Chai:
Inpainting Transformer for Anomaly Detection. 394-406 - Yufei Wang, Chen Du, Baihua Xiao:
FrameNet: Tabular Image Preprocessing Based on UNet and Adaptive Correction. 407-417 - Gertjan J. Burghouts
Coarse-to-Fine Visual Question Answering by Iterative, Conditional Refinement. 418-428 - Igor L. O. Bastos
DASP: Dual-autoencoder Architecture for Skin Prediction. 429-441 - Simone Ricci
Learning Advisor Networks for Noisy Image Classification. 442-453 - Valerio Paolicelli
Learning Semantics for Visual Place Recognition Through Multi-scale Attention. 454-466 - Tehreem Fatima
One-Shot HDR Imaging via Stereo PFA Cameras. 467-478 - Àlex Solé Gómez
PolygloNet: Multilingual Approach for Scene Text Recognition Without Language Constraints. 479-490 - James M. Ballow
Real-Time Hand Gesture Identification in Thermal Images. 491-502 - Nicola Dall'Asen, Yiming Wang
Graph-Based Generative Face Anonymisation with Pose Preservation. 503-515 - Leonardo Rossi
Improving Localization for Semi-Supervised Object Detection. 516-527 - Lihao Wang
Interactive Deep Annotation as DARos: Object Detection Supervision for Efficient Instance Segmentation. 528-540 - Rajat Mehta
Cluster-based Convolutional Baseline for Multi-Camera Vehicle Re-identification. 541-552 - Martin Lank
Road Quality Classification. 553-563 - Federico Marmoreo, Julio Ivan Davila Carrazco
Towards Open Zero-Shot Learning. 564-575 - Salma Moujtahid, Rachid Benmokhtar, Amaury Breheret, Saif-Eddine Boukhdhir:
Spatial-UNet: Deep Learning-Based Lane Detection Using Fisheye Cameras for Autonomous Driving. 576-586 - Hamd ul Moqeet Riaz, Nuri Benbarka, Timon Höfer, Andreas Zell:
FourierMask: Instance Segmentation Using Fourier Mapping in Implicit Neural Networks. 587-598 - Vito Paolo Pastore
An Anomaly Detection Approach for Plankton Species Discovery. 599-609 - Julio Ivan Davila Carrazco
Mixing Zero-Shot Learning Up: Learning Unseen Classes from Mixed Features. 610-620 - Vaidehi Pandey, Christoph Brune
Self-supervised Learning Through Colorization for Microscopy Images. 621-632 - Donato Cafarelli, Luca Ciampi
MOBDrone: A Drone Video Dataset for Man OverBoard Rescue. 633-644 - Andrea Simpsi
6 DoF Pose Regression via Differentiable Rendering. 645-656 - Berk Ulker
Accelerating Video Object Detection by Exploiting Prior Object Locations. 657-668 - Andrea Bionda, Luca Frittoli
Deep Autoencoders for Anomaly Detection in Textured Images Using CW-SSIM. 669-680 - Daisuke Kobayashi:
Self-supervised Prototype Conditional Few-Shot Object Detection. 681-692 - Rayan Al Sobbahi, Joe Tekli:
Low-Light Image Enhancement Using Image-to-Frequency Filter Learning. 693-705 - Janis Arents
Synthetic Data of Randomly Piled, Similar Objects for Deep Learning-Based Object Detection. 706-717 - Paul M. Bakaki
Key Landmarks Detection of Cleft Lip-Repaired Partially Occluded Facial Images for Aesthetics Outcome Assessment. 718-729 - Sabrina Patania
Exploring Fusion Strategies in Deep Multimodal Affect Prediction. 730-741 - Edoardo Arnaudo
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images. 742-754 - Matthias Hermann, Bastian Goldlücke, Matthias O. Franz:
Image Novelty Detection Based on Mean-Shift and Typical Set Size. 755-766
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