Multi-Order Feature Statistical Model for Fine-Grained Visual Categorization
Qingtao Wang, Ke Zhang, Shaoli Huang, Lianbo Zhang, Jin Fan
Auto-TLDR; Multi-Order Feature Statistical Method for Fine-Grained Visual Categorization
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Visibility Restoration in Infra-Red Images
Olivier Fourt, Jean-Philippe Tarel
Auto-TLDR; Single Image Defogging for Long-Wavelength Infra-Red (LWIR)
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Deep Reinforcement Learning on a Budget: 3D Control and Reasoning without a Supercomputer
Edward Beeching, Jilles Steeve Dibangoye, Olivier Simonin, Christian Wolf
Auto-TLDR; Deep Reinforcement Learning in Mobile Robots Using 3D Environment Scenarios
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On Morphological Hierarchies for Image Sequences
Caglayan Tuna, Alain Giros, François Merciol, Sébastien Lefèvre
Auto-TLDR; Comparison of Hierarchies for Image Sequences
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EdgeNet: Semantic Scene Completion from a Single RGB-D Image
Aloisio Dourado, Teofilo De Campos, Adrian Hilton, Hansung Kim
Auto-TLDR; Semantic Scene Completion using 3D Depth and RGB Information
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Semi-Supervised Class Incremental Learning
Alexis Lechat, Stéphane Herbin, Frederic Jurie
Auto-TLDR; incremental class learning with non-annotated batches
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Supervised Classification Using Graph-Based Space Partitioning for Multiclass Problems
Nicola Yanev, Ventzeslav Valev, Adam Krzyzak, Karima Ben Suliman
Auto-TLDR; Box Classifier for Multiclass Classification
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Context Matters: Self-Attention for Sign Language Recognition
Fares Ben Slimane, Mohamed Bouguessa
Auto-TLDR; Attentional Network for Continuous Sign Language Recognition
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Lightweight Low-Resolution Face Recognition for Surveillance Applications
Yoanna Martínez-Díaz, Heydi Mendez-Vazquez, Luis S. Luevano, Leonardo Chang, Miguel Gonzalez-Mendoza
Auto-TLDR; Efficiency of Lightweight Deep Face Networks on Low-Resolution Surveillance Imagery
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A Transformer-Based Network for Anisotropic 3D Medical Image Segmentation
Guo Danfeng, Demetri Terzopoulos
Auto-TLDR; A transformer-based model to tackle the anisotropy problem in 3D medical image analysis
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LFIR2Pose: Pose Estimation from an Extremely Low-Resolution FIR Image Sequence
Saki Iwata, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Tomoyoshi Aizawa
Auto-TLDR; LFIR2Pose: Human Pose Estimation from a Low-Resolution Far-InfraRed Image Sequence
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Better Prior Knowledge Improves Human-Pose-Based Extrinsic Camera Calibration
Olivier Moliner, Sangxia Huang, Kalle Åström
Auto-TLDR; Improving Human-pose-based Extrinsic Calibration for Multi-Camera Systems
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Distilling Spikes: Knowledge Distillation in Spiking Neural Networks
Ravi Kumar Kushawaha, Saurabh Kumar, Biplab Banerjee, Rajbabu Velmurugan
Auto-TLDR; Knowledge Distillation in Spiking Neural Networks for Image Classification
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Unsupervised 3D Human Pose Estimation in Multi-view-multi-pose Video
Cheng Sun, Diego Thomas, Hiroshi Kawasaki
Auto-TLDR; Unsupervised 3D Human Pose Estimation from 2D Videos Using Generative Adversarial Network
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Improving Batch Normalization with Skewness Reduction for Deep Neural Networks
Pak Lun Kevin Ding, Martin Sarah, Baoxin Li
Auto-TLDR; Batch Normalization with Skewness Reduction
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Real Time Fencing Move Classification and Detection at Touch Time During a Fencing Match
Cem Ekin Sunal, Chris G. Willcocks, Boguslaw Obara
Auto-TLDR; Fencing Body Move Classification and Detection Using Deep Learning
Multiple Future Prediction Leveraging Synthetic Trajectories
Lorenzo Berlincioni, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo
Auto-TLDR; Synthetic Trajectory Prediction using Markov Chains
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Edge-Guided CNN for Denoising Images from Portable Ultrasound Devices
Yingnan Ma, Fei Yang, Anup Basu
Auto-TLDR; Edge-Guided Convolutional Neural Network for Portable Ultrasound Images
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Adaptive L2 Regularization in Person Re-Identification
Xingyang Ni, Liang Fang, Heikki Juhani Huttunen
Auto-TLDR; AdaptiveReID: Adaptive L2 Regularization for Person Re-identification
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T-SVD Based Non-Convex Tensor Completion and Robust Principal Component Analysis
Auto-TLDR; Non-Convex tensor rank surrogate function and non-convex sparsity measure for tensor recovery
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EEG-Based Cognitive State Assessment Using Deep Ensemble Model and Filter Bank Common Spatial Pattern
Debashis Das Chakladar, Shubhashis Dey, Partha Pratim Roy, Masakazu Iwamura
Auto-TLDR; A Deep Ensemble Model for Cognitive State Assessment using EEG-based Cognitive State Analysis
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