CausalX: Causal Explanations and Block Multilinear Factor Analysis
M. Alex O. Vasilescu,
Eric Kim,
Xiao. S. Zeng
![Responsive image](/icpr/media/thumbnails/3021_FI.pdf.jpg)
Auto-TLDR; Unified tensor model of wholes and parts for object image formation
Similar papers
Snapshot Hyperspectral Imaging Based on Weighted High-Order Singular Value Regularization
Hua Huang, Cheng Niankai, Lizhi Wang
![Responsive image](/icpr/media/video_thumbnails/10992.jpg)
Auto-TLDR; High-Order Tensor Optimization for Hyperspectral Imaging
Abstract Slides Poster Similar
T-SVD Based Non-Convex Tensor Completion and Robust Principal Component Analysis
![Responsive image](/icpr/media/video_thumbnails/11716.jpg)
Auto-TLDR; Non-Convex tensor rank surrogate function and non-convex sparsity measure for tensor recovery
Abstract Slides Poster Similar
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification
Konstantinos Makantasis, Athanasios Voulodimos, Anastasios Doulamis, Nikolaos Doulamis, Nikolaos Bakalos
![Responsive image](/icpr/media/video_thumbnails/11426.jpg)
Auto-TLDR; Tensor-Based Neural Network for Spatiotemporal Pose Classifiaction using Three-Dimensional Skeleton Data
Abstract Slides Poster Similar
Exploiting Elasticity in Tensor Ranks for Compressing Neural Networks
Jie Ran, Rui Lin, Hayden Kwok-Hay So, Graziano Chesi, Ngai Wong
![Responsive image](/icpr/media/video_thumbnails/12077.jpg)
Auto-TLDR; Nuclear-Norm Rank Minimization Factorization for Deep Neural Networks
Abstract Slides Poster Similar
Tensorized Feature Spaces for Feature Explosion
Ravdeep Pasricha, Pravallika Devineni, Evangelos Papalexakis, Ramakrishnan Kannan
![Responsive image](/icpr/media/video_thumbnails/11628.jpg)
Auto-TLDR; Tensor Rank Decomposition for Hyperspectral Image Classification
Abstract Slides Poster Similar
Tensor Factorization of Brain Structural Graph for Unsupervised Classification in Multiple Sclerosis
Berardino Barile, Marzullo Aldo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
![Responsive image](/icpr/media/video_thumbnails/11472.jpg)
Auto-TLDR; A Fully Automated Tensor-based Algorithm for Multiple Sclerosis Classification based on Structural Connectivity Graph of the White Matter Network
Abstract Slides Poster Similar
Unsupervised Feature Learning for Event Data: Direct vs Inverse Problem Formulation
Dimche Kostadinov, Davide Scarammuza
![Responsive image](/icpr/media/thumbnails/1639_FI.pdf.jpg)
Auto-TLDR; Unsupervised Representation Learning from Local Event Data for Pattern Recognition
Abstract Slides Poster Similar
Dependently Coupled Principal Component Analysis for Bivariate Inversion Problems
Navdeep Dahiya, Yifei Fan, Samuel Bignardi, Tony Yezzi, Romeil Sandhu
![Responsive image](/icpr/media/video_thumbnails/12168.jpg)
Auto-TLDR; Asymmetric Principal Component Analysis between Paired Data in an Asymmetric manner
Abstract Slides Poster Similar
Low Rank Representation on Product Grassmann Manifolds for Multi-viewSubspace Clustering
Jipeng Guo, Yanfeng Sun, Junbin Gao, Yongli Hu, Baocai Yin
![Responsive image](/icpr/media/video_thumbnails/10945.jpg)
Auto-TLDR; Low Rank Representation on Product Grassmann Manifold for Multi-View Data Clustering
Abstract Slides Poster Similar
Embedding Shared Low-Rank and Feature Correlation for Multi-View Data Analysis
Zhan Wang, Lizhi Wang, Hua Huang
![Responsive image](/icpr/media/video_thumbnails/11046.jpg)
Auto-TLDR; embedding shared low-rank and feature correlation for multi-view data analysis
Abstract Slides Poster Similar
3D Facial Matching by Spiral Convolutional Metric Learning and a Biometric Fusion-Net of Demographic Properties
Soha Sadat Mahdi, Nele Nauwelaers, Philip Joris, Giorgos Bouritsas, Imperial London, Sergiy Bokhnyak, Susan Walsh, Mark Shriver, Michael Bronstein, Peter Claes
![Responsive image](/icpr/media/video_thumbnails/11056.jpg)
Auto-TLDR; Multi-biometric Fusion for Biometric Verification using 3D Facial Mesures
Probabilistic Latent Factor Model for Collaborative Filtering with Bayesian Inference
Jiansheng Fang, Xiaoqing Zhang, Yan Hu, Yanwu Xu, Ming Yang, Jiang Liu
![Responsive image](/icpr/media/video_thumbnails/10831.jpg)
Auto-TLDR; Bayesian Latent Factor Model for Collaborative Filtering
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
Photometric Stereo with Twin-Fisheye Cameras
Jordan Caracotte, Fabio Morbidi, El Mustapha Mouaddib
![Responsive image](/icpr/media/video_thumbnails/11500.jpg)
Auto-TLDR; Photometric stereo problem for low-cost 360-degree cameras
Abstract Slides Poster Similar
Learning Connectivity with Graph Convolutional Networks
![Responsive image](/icpr/media/video_thumbnails/12094.jpg)
Auto-TLDR; Learning Graph Convolutional Networks Using Topological Properties of Graphs
Abstract Slides Poster Similar
Learning Non-Rigid Surface Reconstruction from Spatio-Temporal Image Patches
Matteo Pedone, Abdelrahman Mostafa, Janne Heikkilä
![Responsive image](/icpr/media/video_thumbnails/12111.jpg)
Auto-TLDR; Dense Spatio-Temporal Depth Maps of Deformable Objects from Video Sequences
Abstract Slides Poster Similar
Double Manifolds Regularized Non-Negative Matrix Factorization for Data Representation
Jipeng Guo, Shuai Yin, Yanfeng Sun, Yongli Hu
![Responsive image](/icpr/media/video_thumbnails/10944.jpg)
Auto-TLDR; Double Manifolds Regularized Non-negative Matrix Factorization for Clustering
Abstract Slides Poster Similar
Fast Subspace Clustering Based on the Kronecker Product
Lei Zhou, Xiao Bai, Liang Zhang, Jun Zhou, Edwin Hancock
![Responsive image](/icpr/media/video_thumbnails/11028.jpg)
Auto-TLDR; Subspace Clustering with Kronecker Product for Large Scale Datasets
Abstract Slides Poster Similar
Classification and Feature Selection Using a Primal-Dual Method and Projections on Structured Constraints
Michel Barlaud, Antonin Chambolle, Jean_Baptiste Caillau
![Responsive image](/icpr/media/thumbnails/1797_FI.pdf.jpg)
Auto-TLDR; A Constrained Primal-dual Method for Structured Feature Selection on High Dimensional Data
Abstract Slides Poster Similar
Active Sampling for Pairwise Comparisons via Approximate Message Passing and Information Gain Maximization
Aliaksei Mikhailiuk, Clifford Wilmot, Maria Perez-Ortiz, Dingcheng Yue, Rafal Mantiuk
![Responsive image](/icpr/media/video_thumbnails/11157.jpg)
Auto-TLDR; ASAP: An Active Sampling Algorithm for Pairwise Comparison Data
Sketch-Based Community Detection Via Representative Node Sampling
Mahlagha Sedghi, Andre Beckus, George Atia
![Responsive image](/icpr/media/video_thumbnails/12075.jpg)
Auto-TLDR; Sketch-based Clustering of Community Detection Using a Small Sketch
Abstract Slides Poster Similar
On Morphological Hierarchies for Image Sequences
Caglayan Tuna, Alain Giros, François Merciol, Sébastien Lefèvre
![Responsive image](/icpr/media/video_thumbnails/11621.jpg)
Auto-TLDR; Comparison of Hierarchies for Image Sequences
Abstract Slides Poster Similar
Learning Dictionaries of Kinematic Primitives for Action Classification
Alessia Vignolo, Nicoletta Noceti, Alessandra Sciutti, Francesca Odone, Giulio Sandini
![Responsive image](/icpr/media/video_thumbnails/11587.jpg)
Auto-TLDR; Action Understanding using Visual Motion Primitives
Abstract Slides Poster Similar
Scalable Direction-Search-Based Approach to Subspace Clustering
![Responsive image](/icpr/media/video_thumbnails/10957.jpg)
Auto-TLDR; Fast Direction-Search-Based Subspace Clustering
2D Discrete Mirror Transform for Image Non-Linear Approximation
Alessandro Gnutti, Fabrizio Guerrini, Riccardo Leonardi
![Responsive image](/icpr/media/video_thumbnails/12005.jpg)
Auto-TLDR; Discrete Mirror Transform (DMT)
Abstract Slides Poster Similar
AdaFilter: Adaptive Filter Design with Local Image Basis Decomposition for Optimizing Image Recognition Preprocessing
Aiga Suzuki, Keiichi Ito, Takahide Ibe, Nobuyuki Otsu
![Responsive image](/icpr/media/video_thumbnails/11102.jpg)
Auto-TLDR; Optimal Preprocessing Filtering for Pattern Recognition Using Higher-Order Local Auto-Correlation
Abstract Slides Poster Similar
Probability Guided Maxout
Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo
![Responsive image](/icpr/media/video_thumbnails/11657.jpg)
Auto-TLDR; Probability Guided Maxout for CNN Training
Abstract Slides Poster Similar
Webly Supervised Image-Text Embedding with Noisy Tag Refinement
Niluthpol Mithun, Ravdeep Pasricha, Evangelos Papalexakis, Amit Roy-Chowdhury
![Responsive image](/icpr/media/video_thumbnails/11775.jpg)
Auto-TLDR; Robust Joint Embedding for Image-Text Retrieval Using Web Images
3D Pots Configuration System by Optimizing Over Geometric Constraints
Jae Eun Kim, Muhammad Zeeshan Arshad, Seong Jong Yoo, Je Hyeong Hong, Jinwook Kim, Young Min Kim
![Responsive image](/icpr/media/video_thumbnails/11136.jpg)
Auto-TLDR; Optimizing 3D Configurations for Stable Pottery Restoration from irregular and noisy evidence
Abstract Slides Poster Similar
Learning Sparse Deep Neural Networks Using Efficient Structured Projections on Convex Constraints for Green AI
Michel Barlaud, Frederic Guyard
![Responsive image](/icpr/media/thumbnails/0577_FI.pdf.jpg)
Auto-TLDR; Constrained Deep Neural Network with Constrained Splitting Projection
Abstract Slides Poster Similar
Signature Features with the Visibility Transformation
Yue Wu, Hao Ni, Terry Lyons, Robin Hudson
![Responsive image](/icpr/media/video_thumbnails/11423.jpg)
Auto-TLDR; The Visibility Transformation for Pattern Recognition
Abstract Slides Poster Similar
Learning Sign-Constrained Support Vector Machines
Kenya Tajima, Kouhei Tsuchida, Esmeraldo Ronnie Rey Zara, Naoya Ohta, Tsuyoshi Kato
![Responsive image](/icpr/media/video_thumbnails/11245.jpg)
Auto-TLDR; Constrained Sign Constraints for Learning Linear Support Vector Machine
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
Automatically Mining Relevant Variable Interactions Via Sparse Bayesian Learning
Ryoichiro Yafune, Daisuke Sakuma, Yasuo Tabei, Noritaka Saito, Hiroto Saigo
![Responsive image](/icpr/media/video_thumbnails/12047.jpg)
Auto-TLDR; Sparse Bayes for Interpretable Non-linear Prediction
Abstract Slides Poster Similar
Total Estimation from RGB Video: On-Line Camera Self-Calibration, Non-Rigid Shape and Motion
![Responsive image](/icpr/media/video_thumbnails/11862.jpg)
Auto-TLDR; Joint Auto-Calibration, Pose and 3D Reconstruction of a Non-rigid Object from an uncalibrated RGB Image Sequence
Abstract Slides Poster Similar
Sequential Non-Rigid Factorisation for Head Pose Estimation
Stefania Cristina, Kenneth Patrick Camilleri
![Responsive image](/icpr/media/video_thumbnails/11405.jpg)
Auto-TLDR; Sequential Shape-and-Motion Factorisation for Head Pose Estimation in Eye-Gaze Tracking
Abstract Slides Poster Similar
Deep Gait Relative Attribute Using a Signed Quadratic Contrastive Loss
Yuta Hayashi, Shehata Allam, Yasushi Makihara, Daigo Muramatsu, Yasushi Yagi
![Responsive image](/icpr/media/thumbnails/2322_FI.pdf.jpg)
Auto-TLDR; Signal-Contrastive Loss for Gait Attributes Estimation
3CS Algorithm for Efficient Gaussian Process Model Retrieval
Fabian Berns, Kjeld Schmidt, Ingolf Bracht, Christian Beecks
![Responsive image](/icpr/media/video_thumbnails/11058.jpg)
Auto-TLDR; Efficient retrieval of Gaussian Process Models for large-scale data using divide-&-conquer-based approach
Abstract Slides Poster Similar
Temporal Pattern Detection in Time-Varying Graphical Models
Federico Tomasi, Veronica Tozzo, Annalisa Barla
![Responsive image](/icpr/media/video_thumbnails/11399.jpg)
Auto-TLDR; A dynamical network inference model that leverages on kernels to consider general temporal patterns
Abstract Slides Poster Similar
Hierarchical Classification with Confidence Using Generalized Logits
James W. Davis, Tong Liang, James Enouen, Roman Ilin
![Responsive image](/icpr/media/video_thumbnails/11071.jpg)
Auto-TLDR; Generalized Logits for Hierarchical Classification
Abstract Slides Poster Similar
A Spectral Clustering on Grassmann Manifold Via Double Low Rank Constraint
Xinglin Piao, Yongli Hu, Junbin Gao, Yanfeng Sun, Xin Yang, Baocai Yin
![Responsive image](/icpr/media/video_thumbnails/12015.jpg)
Auto-TLDR; Double Low Rank Representation for High-Dimensional Data Clustering on Grassmann Manifold
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
Online Object Recognition Using CNN-Based Algorithm on High-Speed Camera Imaging
Shigeaki Namiki, Keiko Yokoyama, Shoji Yachida, Takashi Shibata, Hiroyoshi Miyano, Masatoshi Ishikawa
![Responsive image](/icpr/media/video_thumbnails/11091.jpg)
Auto-TLDR; Real-Time Object Recognition with High-Speed Camera Imaging with Population Data Clearing and Data Ensemble
Abstract Slides Poster Similar
A Riemannian Framework for Detecting Stimulus-Relevant Fiber Pathways
Jingyong Su, Linlin Tang, Zhipeng Yang, Mengmeng Guo
![Responsive image](/icpr/media/video_thumbnails/12501.jpg)
Auto-TLDR; Clustering Task-Specific Fiber Pathways in Functional MRI using BOLD Signals
Exploiting Non-Linear Redundancy for Neural Model Compression
Muhammad Ahmed Shah, Raphael Olivier, Bhiksha Raj
![Responsive image](/icpr/media/video_thumbnails/12085.jpg)
Auto-TLDR; Compressing Deep Neural Networks with Linear Dependency
Abstract Slides Poster Similar
Low-Cost Lipschitz-Independent Adaptive Importance Sampling of Stochastic Gradients
Huikang Liu, Xiaolu Wang, Jiajin Li, Man-Cho Anthony So
![Responsive image](/icpr/media/video_thumbnails/11106.jpg)
Auto-TLDR; Adaptive Importance Sampling for Stochastic Gradient Descent
Object Segmentation Tracking from Generic Video Cues
Amirhossein Kardoost, Sabine Müller, Joachim Weickert, Margret Keuper
![Responsive image](/icpr/media/video_thumbnails/10910.jpg)
Auto-TLDR; A Light-Weight Variational Framework for Video Object Segmentation in Videos
Abstract Slides Poster Similar
Label Self-Adaption Hashing for Image Retrieval
Jianglin Lu, Zhihui Lai, Hailing Wang, Jie Zhou
![Responsive image](/icpr/media/video_thumbnails/11118.jpg)
Auto-TLDR; Label Self-Adaption Hashing for Large-Scale Image Retrieval
Abstract Slides Poster Similar