2020.01.20 Vision papers

 

01-14-2020

Convolutional Mean: A Simple Convolutional Neural Network for Illuminant Estimation
by Han Gong

01-17-2020

GraphBGS: Background Subtraction via Recovery of Graph Signals
by Jhony H. Giraldo et al

01-17-2020

Combining PRNU and noiseprint for robust and efficient device source identification
by Davide Cozzolino et al

01-16-2020

A Technology-aided Multi-modal Training Approach to Assist Abdominal Palpation Training and its Assessment in Medical Education
by A. Asadipour et al

01-16-2020

SketchDesc: Learning Local Sketch Descriptors for Multi-view Correspondence
by Deng Yu et al

01-16-2020

Predicting the Physical Dynamics of Unseen 3D Objects
by Davis Rempe et al

01-16-2020

Increasing the robustness of DNNs against image corruptions by playing the Game of Noise
by Evgenia Rusak et al

01-14-2020

Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis
by Devinder Kumar et al

01-17-2020

Unsupervised Learning of Camera Pose with Compositional Re-estimation
by Seyed Shahabeddin Nabavi et al

01-14-2020

NODIS: Neural Ordinary Differential Scene Understanding
by Cong Yuren et al

01-14-2020

Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features
by Andres Mafla et al

01-16-2020

MixPath: A Unified Approach for One-shot Neural Architecture Search
by Xiangxiang Chu et al

01-14-2020

Automated Anonymisation of Visual and Audio Data in Classroom Studies
by Ömer Sümer et al

01-16-2020

Combining Progressive Rethinking and Collaborative Learning: A Deep Framework for In-Loop Filtering
by Dezhao Wang et al

01-14-2020

Proposal Learning for Semi-Supervised Object Detection
by Peng Tang et al

01-15-2020

PDANet: Pyramid Density-aware Attention Net for Accurate Crowd Counting
by Saeed Amirgholipour et al

01-14-2020

Recognizing Video Events with Varying Rhythms
by Yikang Li et al

01-15-2020

Towards Deep Unsupervised SAR Despeckling with Blind-Spot Convolutional Neural Networks
by Andrea Bordone Molini et al

01-15-2020

Correcting Decalibration of Stereo Cameras in Self-Driving Vehicles
by Jon Muhovič et al

01-17-2020

Review: deep learning on 3D point clouds
by Saifullahi Aminu Bello et al

01-14-2020

Microvascular Dynamics from 4D Microscopy Using Temporal Segmentation
by Shir Gur et al

01-16-2020

Spatio-Temporal Ranked-Attention Networks for Video Captioning
by Anoop Cherian et al

01-14-2020

ImagineNet: Restyling Apps Using Neural Style Transfer
by Michael H. Fischer et al

01-17-2020

Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network
by Jungkyu Lee et al

01-15-2020

A Two-Stream Meticulous Processing Network for Retinal Vessel Segmentation
by Shaoming Zheng et al

01-15-2020

VSEC-LDA: Boosting Topic Modeling with Embedded Vocabulary Selection
by Yuzhen Ding et al

01-14-2020

Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning
by Dong-Hyun Hwang et al

01-14-2020

Real-Time Lane ID Estimation Using Recurrent Neural Networks With Dual Convention
by Ibrahim Halfaoui et al

01-16-2020

LE-HGR: A Lightweight and Efficient RGB-based Online Gesture Recognition Network for Embedded AR Devices
by Hongwei Xie et al

01-14-2020

A Sample Selection Approach for Universal Domain Adaptation
by Omri Lifshitz et al

01-17-2020

Two-Phase Object-Based Deep Learning for Multi-temporal SAR Image Change Detection
by Xinzheng Zhang et al

01-16-2020

Adaptive Direction-Guided Structure Tensor Total Variation
by Ezgi Demircan-Tureyen et al

01-14-2020

Hallucinating Statistical Moment and Subspace Descriptors from Object and Saliency Detectors for Action Recognition
by Lei Wang et al

01-16-2020

Rethinking Motion Representation: Residual Frames with 3D ConvNets for Better Action Recognition
by Li Tao et al

01-14-2020

Edge Preserving CNN SAR Despeckling Algorithm
by Sergio Vitale et al

01-14-2020

DeepFactors: Real-Time Probabilistic Dense Monocular SLAM
by Jan Czarnowski et al

01-15-2020

CDGAN: Cyclic Discriminative Generative Adversarial Networks for Image-to-Image Transformation
by Kancharagunta Kishan Babu et al

01-15-2020

Segmentation with Residual Attention U-Net and an Edge-Enhancement Approach Preserves Cell Shape Features
by Nanyan Zhu et al

01-17-2020

Latency-Aware Differentiable Neural Architecture Search
by Yuhui Xu et al

01-16-2020

Tracking of Micro Unmanned Aerial Vehicles: A Comparative Study
by Fatih Gökçe

01-14-2020

Run-time Deep Model Multiplexing
by Amir Erfan Eshratifar et al

01-16-2020

A Little Fog for a Large Turn
by Harshitha Machiraju et al

01-16-2020

A Markerless Deep Learning-based 6 Degrees of Freedom PoseEstimation for with Mobile Robots using RGB Data
by Linh Kästner et al

01-15-2020

Assessing Robustness of Deep learning Methods in Dermatological Workflow
by Sourav Mishra et al

01-15-2020

Deep Residual Flow for Novelty Detection
by Ev Zisselman et al

01-16-2020

Probabilistic 3D Multi-Object Tracking for Autonomous Driving
by Hsu-kuang Chiu et al

01-14-2020

Hippocampus Segmentation on Epilepsy and Alzheimers Disease Studies with Multiple Convolutional Neural Networks
by Diedre Carmo et al

01-15-2020

A Reference Architecture for Plausible Threat Image Projection (TIP) Within 3D X-ray Computed Tomography Volumes
by Qian Wang et al

01-15-2020

Morton Filters for Superior Template Protection for Iris Recognition
by Kiran B. Raja et al

01-14-2020

SimEx: Express Prediction of Inter-dataset Similarity by a Fleet of Autoencoders
by Inseok Hwang et al

01-16-2020

Automatic Discovery of Political Meme Genres with Diverse Appearances
by William Theisen et al

01-17-2020

Detection Method Based on Automatic Visual Shape Clustering for Pin-Missing Defect in Transmission Lines
by Zhenbing Zhao et al

01-17-2020

Sideways: Depth-Parallel Training of Video Models
by Mateusz Malinowski et al

01-15-2020

DeepSUM++: Non-local Deep Neural Network for Super-Resolution of Unregistered Multitemporal Images
by Andrea Bordone Molini et al

01-15-2020

Tethered Aerial Visual Assistance
by Xuesu Xiao et al

01-14-2020

Structured Consistency Loss for semi-supervised semantic segmentation
by Jongmok Kim et al

01-14-2020

Seeing the World in a Bag of Chips
by Jeong Joon Park et al

01-14-2020

Unifying Deep Local and Global Features for Efficient Image Search
by Bingyi Cao et al

01-14-2020

Learning multiview 3D point cloud registration
by Zan Gojcic et al

01-15-2020

Curriculum Labeling: Self-paced Pseudo-Labeling for Semi-Supervised Learning
by Paola Cascante-Bonilla et al

01-16-2020

MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?
by Joseph Bethge et al

01-14-2020

The problems with using STNs to align CNN feature maps
by Lukas Finnveden et al

01-14-2020

Unsupervised Domain Adaptation for Mobile Semantic Segmentation based on Cycle Consistency and Feature Alignment
by Marco Toldo et al

01-15-2020

Synergetic Reconstruction from 2D Pose and 3D Motion for Wide-Space Multi-Person Video Motion Capture in the Wild
by Takuya Ohashi et al

01-14-2020

Single Image Depth Estimation Trained via Depth from Defocus Cues
by Shir Gur et al

01-14-2020

Methodologies for Successful Segmentation of HRTEM Images via Neural Network
by Catherine K. Groschner et al

01-15-2020

Ensemble based discriminative models for Visual Dialog Challenge 2018
by Shubham Agarwal et al

01-14-2020

Filter Grafting for Deep Neural Networks
by Fanxu Meng et al

01-14-2020

Unifying Training and Inference for Panoptic Segmentation
by Qizhu Li et al

01-16-2020

An adversarial learning framework for preserving users anonymity in face-based emotion recognition
by Vansh Narula et al

01-17-2020

BigEarthNet Deep Learning Models with A New Class-Nomenclature for Remote Sensing Image Understanding
by Gencer Sumbul et al

01-16-2020

Road Network and Travel Time Extraction from Multiple Look Angles with SpaceNet Data
by Adam Van Etten et al

01-16-2020

Continual Learning for Domain Adaptation in Chest X-ray Classification
by Matthias Lenga et al

01-14-2020

Face Attribute Invertion
by X G Tu et al

01-14-2020

Effects of annotation granularity in deep learning models for histopathological images
by Jiangbo Shi et al

01-16-2020

ScaIL: Classifier Weights Scaling for Class Incremental Learning
by Eden Belouadah et al

01-15-2020

EEV Dataset: Predicting Expressions Evoked by Diverse Videos
by Jennifer J. Sun et al

01-15-2020

Deep learning based Driver Distraction and Drowsiness Detection
by Maryam Hashemi et al

01-14-2020

The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation
by Fanjie Kong et al

01-15-2020

Substituting Gadolinium in Brain MRI Using DeepContrast
by Haoran Sun et al

01-14-2020

Total Deep Variation for Linear Inverse Problems
by Erich Kobler et al

01-14-2020

A smile I could recognise in a thousand: Automatic identification of identity from dental radiography
by Oscar de Felice et al

01-17-2020

FedVision: An Online Visual Object Detection Platform Powered by Federated Learning
by Yang Liu et al

01-17-2020

Registration made easy -- standalone orthopedic navigation with HoloLens
by Florentin Liebmann et al

01-16-2020

Predicting Target Feature Configuration of Non-stationary Objects for Grasping with Image-Based Visual Servoing
by Jesse Haviland et al

01-15-2020

Image Segmentation Using Deep Learning: A Survey
by Shervin Minaee et al

01-14-2020

Diabetic Retinopathy detection by retinal image recognizing
by Gilberto Luis De Conto Junior

01-15-2020

Self-supervised visual feature learning with curriculum
by Vishal Keshav et al

01-15-2020

Supervised Segmentation of Retinal Vessel Structures Using ANN
by Esra Kaya et al

01-14-2020

Emerging Disentanglement in Auto-Encoder Based Unsupervised Image Content Transfer
by Ori Press et al

01-15-2020

A Network Pruning Network Approach to Deep Model Compression
by Vinay Kumar Verma et al

01-14-2020

Knowledge Representations in Technical Systems -- A Taxonomy
by Kristina Scharei et al

01-14-2020

Neural Human Video Rendering: Joint Learning of Dynamic Textures and Rendering-to-Video Translation
by Lingjie Liu et al

01-15-2020

Vision Meets Drones: Past, Present and Future
by Pengfei Zhu et al

01-17-2020

Modality-Balanced Models for Visual Dialogue
by Hyounghun Kim et al

01-15-2020

Show, Recall, and Tell: Image Captioning with Recall Mechanism
by Li Wang et al

01-15-2020

OpenHI2 -- Open source histopathological image platform
by Pargorn Puttapirat et al

01-15-2020

Relevance Prediction from Eye-movements Using Semi-interpretable Convolutional Neural Networks
by Nilavra Bhattacharya et al

01-15-2020

Extending Class Activation Mapping Using Gaussian Receptive Field
by Bum Jun Kim et al

01-15-2020

A Method for Estimating Reflectance map and Material using Deep Learning with Synthetic Dataset
by Mingi Lim et al

01-15-2020

Evaluating image matching methods for book cover identification
by Rabie Hachemi et al

01-15-2020

Everybodys Talkin: Let Me Talk as You Want
by Linsen Song et al

01-17-2020

Spatiotemporal Camera-LiDAR Calibration: A Targetless and Structureless Approach
by Chanoh Park et al

01-17-2020

FPCR-Net: Feature Pyramidal Correlation and Residual Reconstruction for Semi-supervised Optical Flow Estimation
by Xiaolin Song et al

01-16-2020

Contextual Sense Making by Fusing Scene Classification, Detections, and Events in Full Motion Video
by Marc Bosch et al

01-14-2020

Towards detection and classification of microscopic foraminifera using transfer learning
by Thomas Haugland Johansen et al

01-15-2020

Structured GANs
by Irad Peleg et al

01-16-2020

Learning to Augment Expressions for Few-shot Fine-grained Facial Expression Recognition
by Wenxuan Wang et al

01-16-2020

Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks
by Farnaz Behnia et al

01-15-2020

Delving Deeper into the Decoder for Video Captioning
by Haoran Chen et al

01-14-2020

Learned Multi-View Texture Super-Resolution
by Audrey Richard et al

01-14-2020

Neural Architecture Search for Deep Image Prior
by Kary Ho et al

01-15-2020

Uncertainty-Aware Multi-Shot Knowledge Distillation for Image-Based Object Re-Identification
by Xin Jin et al

01-15-2020

Indoor Layout Estimation by 2D LiDAR and Camera Fusion
by Jieyu Li et al

01-15-2020

UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking
by Jonathon Luiten et al

01-16-2020

Interpreting Galaxy Deblender GAN from the Discriminators Perspective
by Heyi Li et al

01-14-2020

Improving Semantic Analysis on Point Clouds via Auxiliary Supervision of Local Geometric Priors
by Lulu Tang et al

01-17-2020

Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks
by Henrique Siqueira et al

01-17-2020

TailorGAN: Making User-Defined Fashion Designs
by Lele Chen et al

01-16-2020

Learning Spatiotemporal Features via Video and Text Pair Discrimination
by Tianhao Li et al

01-15-2020

Pose-Assisted Multi-Camera Collaboration for Active Object Tracking
by Jing Li et al

01-15-2020

Moving Objects Detection with a Moving Camera: A Comprehensive Review
by Marie-Neige Chapel et al

01-17-2020

SieveNet: A Unified Framework for Robust Image-Based Virtual Try-On
by Surgan Jandial et al

01-16-2020

A Common Operating Picture Framework Leveraging Data Fusion and Deep Learning
by Benjamin Ortiz et al

01-14-2020

Deep Image Compression using Decoder Side Information
by Sharon Ayzik et al

01-14-2020

Deep Audio-Visual Learning: A Survey
by Hao Zhu et al

01-16-2020

Probabilistic 3D Multilabel Real-time Mapping for Multi-object Manipulation
by Kentaro Wada et al

01-15-2020

Single Image Dehazing Using Ranking Convolutional Neural Network
by Yafei Song et al

01-15-2020

3D Object Segmentation for Shelf Bin Picking by Humanoid with Deep Learning and Occupancy Voxel Grid Map
by Kentaro Wada et al

 
Craig Smith