Adaptive Estimation of Optimal Color Transformations for Deep Convolutional Network Based Homography Estimation
Miguel A. Molina-Cabello,
Jorge García-González,
Rafael Marcos Luque-Baena,
Karl Thurnhofer-Hemsi,
Ezequiel López-Rubio
![Responsive image](/icpr/media/video_thumbnails/11225.jpg)
Auto-TLDR; Improving Homography Estimation from a Pair of Natural Images Using Deep Convolutional Neural Networks
Similar papers
Learning Knowledge-Rich Sequential Model for Planar Homography Estimation in Aerial Video
![Responsive image](/icpr/media/video_thumbnails/12167.jpg)
Auto-TLDR; Sequential Estimation of Planar Homographic Transformations over Aerial Videos
Abstract Slides Poster Similar
Better Prior Knowledge Improves Human-Pose-Based Extrinsic Camera Calibration
Olivier Moliner, Sangxia Huang, Kalle Åström
![Responsive image](/icpr/media/video_thumbnails/11435.jpg)
Auto-TLDR; Improving Human-pose-based Extrinsic Calibration for Multi-Camera Systems
Abstract Slides Poster Similar
The Effect of Image Enhancement Algorithmson Convolutional Neural Networks
José A. Rodríguez-Rodríguez, Miguel A. Molina-Cabello, Rafaela Benítez-Rochel, Ezequiel López-Rubio
![Responsive image](/icpr/media/video_thumbnails/11222.jpg)
Auto-TLDR; Optimization of Convolutional Neural Networks for Image Classification
Abstract Slides Poster Similar
Extending Single Beam Lidar to Full Resolution by Fusing with Single Image Depth Estimation
Yawen Lu, Yuxing Wang, Devarth Parikh, Guoyu Lu
![Responsive image](/icpr/media/video_thumbnails/11634.jpg)
Auto-TLDR; Self-supervised LIDAR for Low-Cost Depth Estimation
PIF: Anomaly detection via preference embedding
Filippo Leveni, Luca Magri, Giacomo Boracchi, Cesare Alippi
![Responsive image](/icpr/media/video_thumbnails/11854.jpg)
Auto-TLDR; PIF: Anomaly Detection with Preference Embedding for Structured Patterns
Abstract Slides Poster Similar
Two-Stage Adaptive Object Scene Flow Using Hybrid CNN-CRF Model
Congcong Li, Haoyu Ma, Qingmin Liao
![Responsive image](/icpr/media/video_thumbnails/11321.jpg)
Auto-TLDR; Adaptive object scene flow estimation using a hybrid CNN-CRF model and adaptive iteration
Abstract Slides Poster Similar
Learning to Find Good Correspondences of Multiple Objects
Youye Xie, Yingheng Tang, Gongguo Tang, William Hoff
![Responsive image](/icpr/media/video_thumbnails/11185.jpg)
Auto-TLDR; Multi-Object Inliers and Outliers for Perspective-n-Point and Object Recognition
Abstract Slides Poster Similar
Minimal Solvers for Indoor UAV Positioning
Marcus Valtonen Örnhag, Patrik Persson, Mårten Wadenbäck, Kalle Åström, Anders Heyden
![Responsive image](/icpr/media/video_thumbnails/10975.jpg)
Auto-TLDR; Relative Pose Solvers for Visual Indoor UAV Navigation
Abstract Slides Poster Similar
A Two-Step Approach to Lidar-Camera Calibration
Yingna Su, Yaqing Ding, Jian Yang, Hui Kong
![Responsive image](/icpr/media/video_thumbnails/11698.jpg)
Auto-TLDR; Closed-Form Calibration of Lidar-camera System for Ego-motion Estimation and Scene Understanding
Abstract Slides Poster Similar
Leveraging a Weakly Adversarial Paradigm for Joint Learning of Disparity and Confidence Estimation
Matteo Poggi, Fabio Tosi, Filippo Aleotti, Stefano Mattoccia
![Responsive image](/icpr/media/video_thumbnails/10863.jpg)
Auto-TLDR; Joint Training of Deep-Networks for Outlier Detection from Stereo Images
Abstract Slides Poster Similar
Weight Estimation from an RGB-D Camera in Top-View Configuration
Marco Mameli, Marina Paolanti, Nicola Conci, Filippo Tessaro, Emanuele Frontoni, Primo Zingaretti
![Responsive image](/icpr/media/video_thumbnails/11809.jpg)
Auto-TLDR; Top-View Weight Estimation using Deep Neural Networks
Abstract Slides Poster Similar
Comparison of Deep Learning and Hand Crafted Features for Mining Simulation Data
Theodoros Georgiou, Sebastian Schmitt, Thomas Baeck, Nan Pu, Wei Chen, Michael Lew
![Responsive image](/icpr/media/video_thumbnails/11261.jpg)
Auto-TLDR; Automated Data Analysis of Flow Fields in Computational Fluid Dynamics Simulations
Abstract Slides Poster Similar
Deep Realistic Novel View Generation for City-Scale Aerial Images
Koundinya Nouduri, Ke Gao, Joshua Fraser, Shizeng Yao, Hadi Aliakbarpour, Filiz Bunyak, Kannappan Palaniappan
![Responsive image](/icpr/media/video_thumbnails/12164.jpg)
Auto-TLDR; End-to-End 3D Voxel Renderer for Multi-View Stereo Data Generation and Evaluation
Abstract Slides Poster Similar
Effective Deployment of CNNs for 3DoF Pose Estimation and Grasping in Industrial Settings
Daniele De Gregorio, Riccardo Zanella, Gianluca Palli, Luigi Di Stefano
![Responsive image](/icpr/media/video_thumbnails/11770.jpg)
Auto-TLDR; Automated Deep Learning for Robotic Grasping Applications
Abstract Slides Poster Similar
Deep Homography-Based Video Stabilization
Maria Silvia Ito, Ebroul Izquierdo
![Responsive image](/icpr/media/video_thumbnails/11943.jpg)
Auto-TLDR; Video Stabilization using Deep Learning and Spatial Transformer Networks
Abstract Slides Poster Similar
Calibration and Absolute Pose Estimation of Trinocular Linear Camera Array for Smart City Applications
Martin Ahrnbom, Mikael Nilsson, Håkan Ardö, Kalle Åström, Oksana Yastremska-Kravchenko, Aliaksei Laureshyn
![Responsive image](/icpr/media/video_thumbnails/10837.jpg)
Auto-TLDR; Trinocular Linear Camera Array Calibration for Traffic Surveillance Applications
Abstract Slides Poster Similar
NetCalib: A Novel Approach for LiDAR-Camera Auto-Calibration Based on Deep Learning
Shan Wu, Amnir Hadachi, Damien Vivet, Yadu Prabhakar
![Responsive image](/icpr/media/video_thumbnails/11674.jpg)
Auto-TLDR; Automatic Calibration of LiDAR and Cameras using Deep Neural Network
Abstract Slides Poster Similar
P2D: A Self-Supervised Method for Depth Estimation from Polarimetry
Marc Blanchon, Desire Sidibe, Olivier Morel, Ralph Seulin, Daniel Braun, Fabrice Meriaudeau
![Responsive image](/icpr/media/video_thumbnails/11764.jpg)
Auto-TLDR; Polarimetric Regularization for Monocular Depth Estimation
Abstract Slides Poster Similar
Can You Trust Your Pose? Confidence Estimation in Visual Localization
Luca Ferranti, Xiaotian Li, Jani Boutellier, Juho Kannala
![Responsive image](/icpr/media/video_thumbnails/11466.jpg)
Auto-TLDR; Pose Confidence Estimation in Large-Scale Environments: A Light-weight Approach to Improving Pose Estimation Pipeline
Abstract Slides Poster Similar
Understanding When Spatial Transformer Networks Do Not Support Invariance, and What to Do about It
Lukas Finnveden, Ylva Jansson, Tony Lindeberg
![Responsive image](/icpr/media/video_thumbnails/12545.jpg)
Auto-TLDR; Spatial Transformer Networks are unable to support invariance when transforming CNN feature maps
Abstract Slides Poster Similar
Mobile Augmented Reality: Fast, Precise, and Smooth Planar Object Tracking
Dmitrii Matveichev, Daw-Tung Lin
![Responsive image](/icpr/media/video_thumbnails/11518.jpg)
Auto-TLDR; Planar Object Tracking with Sparse Optical Flow Tracking and Descriptor Matching
Abstract Slides Poster Similar
ID Documents Matching and Localization with Multi-Hypothesis Constraints
Guillaume Chiron, Nabil Ghanmi, Ahmad Montaser Awal
![Responsive image](/icpr/media/video_thumbnails/11293.jpg)
Auto-TLDR; Identity Document Localization in the Wild Using Multi-hypothesis Exploration
Abstract Slides Poster Similar
Motion Segmentation with Pairwise Matches and Unknown Number of Motions
Federica Arrigoni, Tomas Pajdla, Luca Magri
![Responsive image](/icpr/media/video_thumbnails/11199.jpg)
Auto-TLDR; Motion Segmentation using Multi-Modelfitting andpermutation synchronization
Abstract Slides Poster Similar
Unsupervised Moving Object Detection through Background Models for PTZ Camera
Kimin Yun, Hyung-Il Kim, Kangmin Bae, Jongyoul Park
![Responsive image](/icpr/media/video_thumbnails/11237.jpg)
Auto-TLDR; Unsupervised Moving Object Detection in a PTZ Camera through Two Background Models
Abstract Slides Poster Similar
Future Urban Scenes Generation through Vehicles Synthesis
Alessandro Simoni, Luca Bergamini, Andrea Palazzi, Simone Calderara, Rita Cucchiara
![Responsive image](/icpr/media/video_thumbnails/11408.jpg)
Auto-TLDR; Predicting the Future of an Urban Scene with a Novel View Synthesis Paradigm
Abstract Slides Poster Similar
Occlusion-Tolerant and Personalized 3D Human Pose Estimation in RGB Images
![Responsive image](/icpr/media/video_thumbnails/12493.jpg)
Auto-TLDR; Real-Time 3D Human Pose Estimation in BVH using Inverse Kinematics Solver and Neural Networks
One Step Clustering Based on A-Contrario Framework for Detection of Alterations in Historical Violins
Alireza Rezaei, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi
![Responsive image](/icpr/media/video_thumbnails/12009.jpg)
Auto-TLDR; A-Contrario Clustering for the Detection of Altered Violins using UVIFL Images
Abstract Slides Poster Similar
Generic Merging of Structure from Motion Maps with a Low Memory Footprint
Gabrielle Flood, David Gillsjö, Patrik Persson, Anders Heyden, Kalle Åström
![Responsive image](/icpr/media/video_thumbnails/11386.jpg)
Auto-TLDR; A Low-Memory Footprint Representation for Robust Map Merge
Abstract Slides Poster Similar
Feature Point Matching in Cross-Spectral Images with Cycle Consistency Learning
Ryosuke Furuta, Naoaki Noguchi, Xueting Wang, Toshihiko Yamasaki
![Responsive image](/icpr/media/video_thumbnails/11307.jpg)
Auto-TLDR; Unsupervised Learning for General Feature Point Matching in Cross-Spectral Settings
Abstract Slides Poster Similar
Benchmarking Cameras for OpenVSLAM Indoors
Kevin Chappellet, Guillaume Caron, Fumio Kanehiro, Ken Sakurada, Abderrahmane Kheddar
![Responsive image](/icpr/media/video_thumbnails/11448.jpg)
Auto-TLDR; OpenVSLAM: Benchmarking Camera Types for Visual Simultaneous Localization and Mapping
Abstract Slides Poster Similar
FC-DCNN: A Densely Connected Neural Network for Stereo Estimation
Dominik Hirner, Friedrich Fraundorfer
![Responsive image](/icpr/media/video_thumbnails/11147.jpg)
Auto-TLDR; FC-DCNN: A Lightweight Network for Stereo Estimation
Abstract Slides Poster Similar
Deep Convolutional Embedding for Digitized Painting Clustering
Giovanna Castellano, Gennaro Vessio
![Responsive image](/icpr/media/video_thumbnails/11176.jpg)
Auto-TLDR; A Deep Convolutional Embedding Model for Clustering Artworks
Abstract Slides Poster Similar
Hybrid Approach for 3D Head Reconstruction: Using Neural Networks and Visual Geometry
Oussema Bouafif, Bogdan Khomutenko, Mohammed Daoudi
![Responsive image](/icpr/media/video_thumbnails/12097.jpg)
Auto-TLDR; Recovering 3D Head Geometry from a Single Image using Deep Learning and Geometric Techniques
Abstract Slides Poster Similar
How to Define a Rejection Class Based on Model Learning?
Sarah Laroui, Xavier Descombes, Aurelia Vernay, Florent Villiers, Francois Villalba, Eric Debreuve
![Responsive image](/icpr/media/video_thumbnails/10904.jpg)
Auto-TLDR; An innovative learning strategy for supervised classification that is able, by design, to reject a sample as not belonging to any of the known classes
Abstract Slides Poster Similar
Camera Calibration Using Parallel Line Segments
![Responsive image](/icpr/media/video_thumbnails/11021.jpg)
Auto-TLDR; Closed-Form Calibration of Surveillance Cameras using Parallel 3D Line Segment Projections
Abstract Slides Poster Similar
Unconstrained Vision Guided UAV Based Safe Helicopter Landing
Arindam Sikdar, Abhimanyu Sahu, Debajit Sen, Rohit Mahajan, Ananda Chowdhury
![Responsive image](/icpr/media/video_thumbnails/11886.jpg)
Auto-TLDR; Autonomous Helicopter Landing in Hazardous Environments from Unmanned Aerial Images Using Constrained Graph Clustering
Abstract Slides Poster Similar
A Globally Optimal Method for the PnP Problem with MRP Rotation Parameterization
Manolis Lourakis, George Terzakis
![Responsive image](/icpr/media/video_thumbnails/12498.jpg)
Auto-TLDR; A Direct least squares, algebraic PnP solver with modified Rodrigues parameters
Quality-Based Representation for Unconstrained Face Recognition
Nelson Méndez-Llanes, Katy Castillo-Rosado, Heydi Mendez-Vazquez, Massimo Tistarelli
![Responsive image](/icpr/media/video_thumbnails/11654.jpg)
Auto-TLDR; activation map for face recognition in unconstrained environments
Semi-Supervised Deep Learning Techniques for Spectrum Reconstruction
Adriano Simonetto, Vincent Parret, Alexander Gatto, Piergiorgio Sartor, Pietro Zanuttigh
![Responsive image](/icpr/media/video_thumbnails/11815.jpg)
Auto-TLDR; hyperspectral data estimation from RGB data using semi-supervised learning
Abstract Slides Poster Similar
On Identification and Retrieval of Near-Duplicate Biological Images: A New Dataset and Protocol
Thomas E. Koker, Sai Spandana Chintapalli, San Wang, Blake A. Talbot, Daniel Wainstock, Marcelo Cicconet, Mary C. Walsh
![Responsive image](/icpr/media/thumbnails/0951_FI.pdf.jpg)
Auto-TLDR; BINDER: Bio-Image Near-Duplicate Examples Repository for Image Identification and Retrieval
Recovery of 2D and 3D Layout Information through an Advanced Image Stitching Algorithm Using Scanning Electron Microscope Images
Aayush Singla, Bernhard Lippmann, Helmut Graeb
![Responsive image](/icpr/media/video_thumbnails/11319.jpg)
Auto-TLDR; Image Stitching for True Geometrical Layout Recovery in Nanoscale Dimension
Abstract Slides Poster Similar
Multi-View Object Detection Using Epipolar Constraints within Cluttered X-Ray Security Imagery
Brian Kostadinov Shalon Isaac-Medina, Chris G. Willcocks, Toby Breckon
![Responsive image](/icpr/media/video_thumbnails/12080.jpg)
Auto-TLDR; Exploiting Epipolar Constraints for Multi-View Object Detection in X-ray Security Images
Abstract Slides Poster Similar
A Plane-Based Approach for Indoor Point Clouds Registration
Ketty Favre, Muriel Pressigout, Luce Morin, Eric Marchand
![Responsive image](/icpr/media/video_thumbnails/11728.jpg)
Auto-TLDR; A plane-based registration approach for indoor environments based on LiDAR data
Abstract Slides Poster Similar
Learning to Segment Dynamic Objects Using SLAM Outliers
Dupont Romain, Mohamed Tamaazousti, Hervé Le Borgne
![Responsive image](/icpr/media/video_thumbnails/12066.jpg)
Auto-TLDR; Automatic Segmentation of Dynamic Objects Using SLAM Outliers Using Consensus Inversion
Abstract Slides Poster Similar
Partially Supervised Multi-Task Network for Single-View Dietary Assessment
Ya Lu, Thomai Stathopoulou, Stavroula Mougiakakou
![Responsive image](/icpr/media/video_thumbnails/11864.jpg)
Auto-TLDR; Food Volume Estimation from a Single Food Image via Geometric Understanding and Semantic Prediction
Abstract Slides Poster Similar
Localization and Transformation Reconstruction of Image Regions: An Extended Congruent Triangles Approach
Afra'A Ahmad Alyosef, Christian Elias, Andreas Nürnberger
![Responsive image](/icpr/media/thumbnails/1101_FI.pdf.jpg)
Auto-TLDR; Outlier Filtering of Sub-Image Relations using Geometrical Information
Abstract Slides Poster Similar
LFIEM: Lightweight Filter-Based Image Enhancement Model
Oktai Tatanov, Aleksei Samarin
![Responsive image](/icpr/media/video_thumbnails/10940.jpg)
Auto-TLDR; Image Retouching Using Semi-supervised Learning for Mobile Devices
Abstract Slides Poster Similar
Attribute-Based Quality Assessment for Demographic Estimation in Face Videos
Fabiola Becerra-Riera, Annette Morales-González, Heydi Mendez-Vazquez, Jean-Luc Dugelay
![Responsive image](/icpr/media/video_thumbnails/11575.jpg)
Auto-TLDR; Facial Demographic Estimation in Video Scenarios Using Quality Assessment