2020.3.8 Vision papers

03-04-2020	The iCub multisensor datasets for robot and computer vision applications by Murat Kirtay et al
03-04-2020	A Learning Strategy for Contrast-agnostic MRI Segmentation by Benjamin Billot et al
03-04-2020	Metrics and methods for robustness evaluation of neural networks with generative models by Igor Buzhinsky et al
03-05-2020	Forgetting Outside the Box: Scrubbing Deep Networks of Information Accessible from Input-Output Observations by Aditya Golatkar et al
03-03-2020	Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction by Vincent Le Guen et al
03-03-2020	Region adaptive graph fourier transform for 3d point clouds by Eduardo Pavez et al
03-05-2020	GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images by Lei Kang et al
03-06-2020	When Deep Learning Meets Data Alignment: A Review on Deep Registration Networks (DRNs) by Victor Villena-Martinez et al
03-06-2020	D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features by Xuyang Bai et al
03-06-2020	Heterogeneity Loss to Handle Intersubject and Intrasubject Variability in Cancer by Shubham Goswami et al
03-06-2020	Probability Weighted Compact Feature for Domain Adaptive Retrieval by Fuxiang Huang et al
03-03-2020	Localising Faster: Efficient and precise lidar-based robot localisation in large-scale environments by Li Sun et al
03-03-2020	A Deep Learning Method for Complex Human Activity Recognition Using Virtual Wearable Sensors by Fanyi Xiao et al
03-03-2020	Type I Attack for Generative Models by Chengjin Sun et al
03-03-2020	Semantic sensor fusion: from camera to sparse lidar information by Julie Stephany Berrio et al
03-04-2020	Annotation-free Learning of Deep Representations for Word Spotting using Synthetic Data and Self Labeling by Fabian Wolf et al
03-05-2020	Combating noisy labels by agreement: A joint training method with co-regularization by Hongxin Wei et al
03-05-2020	Search Space of Adversarial Perturbations against Image Filters by Dang Duy Thang et al
03-03-2020	Security of Deep Learning based Lane Keeping System under Physical-World Adversarial Attack by Takami Sato et al
03-05-2020	DA4AD: End-to-end Deep Attention Aware Features Aided Visual Localization for Autonomous Driving by Yao Zhou et al
03-05-2020	Toward Adaptive Guidance: Modeling the Variety of User Behaviors in Continuous-Skill-Improving Experiences of Machine Operation Tasks by Long-fei Chen et al
03-03-2020	Compact Surjective Encoding Autoencoder for Unsupervised Novelty Detection by Jaewoo Park et al
03-03-2020	Holistically-Attracted Wireframe Parsing by Nan Xue et al
03-03-2020	Unsupervised Learning of Intrinsic Structural Representation Points by Nenglun Chen et al
03-06-2020	Automated detection of pitting and stress corrosion cracks in used nuclear fuel dry storage canisters using residual neural networks by Theodore Papamarkou et al
03-03-2020	MoVi: A Large Multipurpose Motion and Video Dataset by Saeed Ghorbani et al
03-05-2020	Self-Supervised Spatio-Temporal Representation Learning Using Variable Playback Speed Prediction by Hyeon Cho et al
03-05-2020	Detecting Attended Visual Targets in Video by Eunji Chong et al
03-04-2020	Learning View and Target Invariant Visual Servoing for Navigation by Yimeng Li et al
03-03-2020	Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications by Biagio Brattoli et al
03-06-2020	Meta-SVDD: Probabilistic Meta-Learning for One-Class Classification in Cancer Histology Images by Jevgenij Gamper et al
03-06-2020	Show, Edit and Tell: A Framework for Editing Image Captions by Fawaz Sammani et al
03-04-2020	Colored Noise Injection for Training Adversarially Robust Neural Networks by Evgenii Zheltonozhskii et al
03-05-2020	Clean-Label Backdoor Attacks on Video Recognition Models by Shihao Zhao et al
03-06-2020	Traffic Signs Detection and Recognition System using Deep Learning by Pavly Salah Zaki et al
03-03-2020	Whats the relationship between CNNs and communication systems? by Hao Ge et al
03-04-2020	GarmentGAN: Photo-realistic Adversarial Fashion Transfer by Amir Hossein Raffiee et al
03-05-2020	Image Generation from Freehand Scene Sketches by Chengying Gao et al
03-04-2020	Multi-object Tracking via End-to-end Tracklet Searching and Ranking by Tao Hu et al
03-04-2020	Robust Perceptual Night Vision in Thermal Colorization by Feras Almasri et al
03-04-2020	Deep Joint Transmission-Recognition for Power-Constrained IoT Devices by Mikolaj Jankowski et al
03-05-2020	Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning by Byungsoo Ko et al
03-06-2020	Knowledge graph based methods for record linkage by B. Gautam et al
03-05-2020	Centrality Graph Convolutional Networks for Skeleton-based Action Recognition by Dong Yang et al
03-05-2020	Neural networks approach for mammography diagnosis using wavelets features by Essam A. Rashed et al
03-05-2020	Generalizable semi-supervised learning method to estimate mass from sparsely annotated images by Muhammad K. A. Hamdan et al
03-05-2020	A Neuro-AI Interface for Evaluating Generative Adversarial Networks by Zhengwei Wang et al
03-03-2020	TimeConvNets: A Deep Time Windowed Convolution Neural Network Design for Real-time Video Facial Expression Recognition by James Ren Hou Lee et al
03-03-2020	DeepSperm: A robust and real-time bull sperm-cell detection in densely populated semen videos by Priyanto Hidayatullah et al
03-03-2020	DDU-Nets: Distributed Dense Model for 3D MRI Brain Tumor Segmentation by Hanxiao Zhang et al
03-04-2020	Redesigning SLAM for Arbitrary Multi-Camera Systems by Juichung Kuo et al
03-04-2020	G-VAE: A Continuously Variable Rate Deep Image Compression Framework by Ze Cui et al
03-04-2020	Double Backpropagation for Training Autoencoders against Adversarial Attack by Chengjin Sun et al
03-06-2020	Captioning Images with Novel Objects via Online Vocabulary Expansion by Mikihiro Tanaka et al
03-06-2020	A Hybrid Approach for Tracking Individual Players in Broadcast Match Videos by Roberto L. Castro et al
03-05-2020	Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep by Behnood Rasti et al
03-05-2020	Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation by Min-Hung Chen et al
03-04-2020	ETRI-Activity3D: A Large-Scale RGB-D Dataset for Robots to Recognize Daily Activities of the Elderly by Jinhyeok Jang et al
03-05-2020	Event-Based Angular Velocity Regression with Spiking Networks by Mathias Gehrig et al
03-05-2020	Learning the sense of touch in simulation: a sim-to-real strategy for vision-based tactile sensing by Carmelo Sferrazza et al
03-04-2020	The Impact of Hole Geometry on Relative Robustness of In-Painting Networks: An Empirical Study by Masood S. Mortazavi et al
03-06-2020	Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Deep Visual Speech Recognition by Yuanhang Zhang et al
03-05-2020	Likelihood Regret: An Out-of-Distribution Detection Score For Variational Auto-encoder by Zhisheng Xiao et al
03-03-2020	Shape analysis via inconsistent surface registration by Gary P. T. Choi et al
03-04-2020	Reveal of Domain Effect: How Visual Restoration Contributes to Object Detection in Aquatic Scenes by Xingyu Chen et al
03-03-2020	Distilled Hierarchical Neural Ensembles with Adaptive Inference Cost by Adria Ruiz et al
03-06-2020	Bundle Adjustment on a Graph Processor by Joseph Ortiz et al
03-06-2020	Diverse and Admissible Trajectory Forecasting through Multimodal Context Understanding by Seong Hyeon Park et al
03-03-2020	Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks by Francesco Croce et al
03-04-2020	Black-box Smoothing: A Provable Defense for Pretrained Classifiers by Hadi Salman et al
03-04-2020	Voxel Map for Visual SLAM by Manasi Muglikar et al
03-05-2020	Demographic Bias in Biometrics: A Survey on an Emerging Challenge by P. Drozdowski et al
03-05-2020	Adversarial Vertex Mixup: Toward Better Adversarially Robust Generalization by Saehyung Lee et al
03-04-2020	Mixup Regularization for Region Proposal based Object Detectors by Shahine Bouabid et al
03-04-2020	Unity Style Transfer for Person Re-Identification by Chong Liu et al
03-04-2020	VESR-Net: The Winning Solution to Youku Video Enhancement and Super-Resolution Challenge by Jiale Chen et al
03-04-2020	Exploring Partial Intrinsic and Extrinsic Symmetry in 3D Medical Imaging by Javad Fotouhi et al
03-06-2020	DeLTra: Deep Light Transport for Projector-Camera Systems by Bingyao Huang et al
03-05-2020	Optimizing JPEG Quantization for Classification Networks by Zhijing Li et al
03-05-2020	MarginDistillation: distillation for margin-based softmax by David Svitov et al
03-06-2020	StereoNeuroBayesSLAM: A Neurobiologically Inspired Stereo Visual SLAM System Based on Direct Sparse Method by Taiping Zeng et al
03-05-2020	Metric-Scale Truncation-Robust Heatmaps for 3D Human Pose Estimation by István Sárándi et al
03-04-2020	Learning to Transfer Texture from Clothing Images to 3D Humans by Aymen Mir et al
03-06-2020	GeoConv: Geodesic Guided Convolution for Facial Action Unit Recognition by Yuedong Chen et al
03-03-2020	Image Matching across Wide Baselines: From Paper to Practice by Yuhe Jin et al
03-03-2020	BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation by Wei Hao Khoong
03-06-2020	Pixel-Level Self-Paced Learning for Super-Resolution by W. Lin et al
03-06-2020	Spherical formulation of moving object geometric constraints for monocular fisheye cameras by Letizia Mariotti et al
03-03-2020	Curriculum By Texture by Samarth Sinha et al
03-03-2020	multi-patch aggregation models for resampling detection by Mohit Lamba et al
03-03-2020	DiPE: Deeper into Photometric Errors for Unsupervised Learning of Depth and Ego-motion from Monocular Videos by Hualie Jiang et al
03-05-2020	AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture by Cong Tri Pham et al
03-04-2020	Learning for Video Compression with Hierarchical Quality and Recurrent Enhancement by Ren Yang et al
03-04-2020	Occlusion Aware Unsupervised Learning of Optical Flow From Video by Jianfeng Li et al
03-04-2020	Spatiotemporal-Aware Augmented Reality: Redefining HCI in Image-Guided Therapy by Javad Fotouhi et al
03-05-2020	Fake Generated Painting Detection via Frequency Analysis by Yong Bai et al
03-05-2020	Cumulant-free closed-form formulas for some common (dis)similarities between densities of an exponential family by Frank Nielsen et al
03-03-2020	RODNet: Object Detection under Severe Conditions Using Vision-Radio Cross-Modal Supervision by Yizhou Wang et al
03-06-2020	Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning by Elad Amrani et al
03-06-2020	CNN-based Repetitive self-revised learning for photos aesthetics imbalanced classification by Ying Dai
03-05-2020	Generating Embroidery Patterns Using Image-to-Image Translation by Mohammad Akif Beg et al
03-03-2020	Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions by Ricard Durall et al
03-03-2020	Implicitly Defined Layers in Neural Networks by Qianggong Zhang et al
03-06-2020	Anysize GAN: A solution to the image-warping problem by Connah Kendrick et al
03-03-2020	A Robust Imbalanced SAR Image Change Detection Approach Based on Deep Difference Image and PCANet by Xinzheng Zhang et al
03-03-2020	Blind Image Restoration without Prior Knowledge by Noam Elron et al
03-03-2020	Fully Convolutional Networks for Automatically Generating Image Masks to Train Mask R-CNN by Hao Wu et al
03-04-2020	ADRN: Attention-based Deep Residual Network for Hyperspectral Image Denoising by Yongsen Zhao et al
03-04-2020	Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs by Huy Hoang Nguyen et al
03-04-2020	Gaussianization Flows by Chenlin Meng et al
03-05-2020	Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications by Chinthaka Gamanayake et al
03-05-2020	End-to-End Trainable One-Stage Parking Slot Detection Integrating Global and Local Information by Jae Kyu Suhr et al
03-03-2020	Learning Rope Manipulation Policies Using Dense Object Descriptors Trained on Synthetic Depth Data by Priya Sundaresan et al
03-04-2020	Automatic Signboard Detection from Natural Scene Image in Context of Bangladesh Google Street View by Md. Sadrul Islam Toaha et al
03-03-2020	Image-based OoD-Detector Principles on Graph-based Input Data in Human Action Recognition by Jens Bayer et al
03-03-2020	BATS: Binary ArchitecTure Search by Adrian Bulat et al
03-05-2020	A deep learning-facilitated radiomics solution for the prediction of lung lesion shrinkage in non-small cell lung cancer trials by Antong Chen et al
03-05-2020	Harnessing Multi-View Perspective of Light Fields for Low-Light Imaging by Mohit Lamba et al
03-05-2020	Drone Based RGBT Vehicle Detection and Counting: A Challenge by Pengfei Zhu et al
03-03-2020	UDD: An Underwater Open-sea Farm Object Detection Dataset for Underwater Robot Picking by Zhihui Wang et al
03-05-2020	A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation by Jian Liang et al
03-05-2020	Segmentation of Satellite Imagery using U-Net Models for Land Cover Classification by Priit Ulmas et al
03-04-2020	Towards Fair Cross-Domain Adaptation via Generative Learning by Tongxin Wang et al
03-04-2020	Creating High Resolution Images with a Latent Adversarial Generator by David Berthelot et al
03-04-2020	A Survey on Deep Hashing Methods by Xiao Luo et al
03-03-2020	Volumetric landmark detection with a multi-scale shift equivariant neural network by Tianyu Ma et al
03-05-2020	From Perspective X-ray Imaging to Parallax-Robust Orthographic Stitching by Javad Fotouhi et al
03-04-2020	Who Make Drivers Stop? Towards Driver-centric Risk Assessment: Risk Object Identification via Causal Inference by Chengxi Li et al
03-04-2020	Team O2AS at the World Robot Summit 2018: An Approach to Robotic Kitting and Assembly Tasks using General Purpose Grippers and Tools by Felix von Drigalski et al
03-03-2020	3D dynamic hand gestures recognition using the Leap Motion sensor and convolutional neural networks by Katia Lupinetti et al
03-03-2020	Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion by Julian Chibane et al
03-04-2020	A Benchmark for LiDAR-based Panoptic Segmentation based on KITTI by Jens Behley et al
03-06-2020	Demographic Bias in Presentation Attack Detection of Iris Recognition Systems by Meiling Fang et al
03-04-2020	HintPose by Sanghoon Hong et al
03-03-2020	XGPT: Cross-modal Generative Pre-Training for Image Captioning by Qiaolin Xia et al
03-03-2020	Deep Multi-Modal Sets by Austin Reiter et al