2019.08.25 Vision papers

 

08-23-2019

Generating High-Resolution Fashion Model Images Wearing Custom Outfits
by Gökhan Yildirim et al

08-22-2019

EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition
by Evangelos Kazakos et al

08-22-2019

Progressive Face Super-Resolution via Attention to Facial Landmark
by Deokyun Kim et al

08-22-2019

VL-BERT: Pre-training of Generic Visual-Linguistic Representations
by Weijie Su et al

08-21-2019

KeystoneDepth: Visualizing History in 3D
by Xuan Luo et al

08-23-2019

AdvHat: Real-world adversarial attack on ArcFace Face ID system
by Stepan Komkov et al

08-22-2019

ViCo: Word Embeddings from Visual Co-occurrences
by Tanmay Gupta et al

08-22-2019

Compositional Video Prediction
by Yufei Ye et al

08-23-2019

Situational Fusion of Visual Representation for Visual Navigation
by William B. Shen et al

08-22-2019

Noise Flow: Noise Modeling with Conditional Normalizing Flows
by Abdelrahman Abdelhamed et al

08-21-2019

Pro-Cam SSfM: Projector-Camera System for Structure and Spectral Reflectance from Motion
by Chunyu Li et al

08-22-2019

Deep Green Function Convolution for Improving Saliency in Convolutional Neural Networks
by Dominique Beaini et al

08-22-2019

Sequential Latent Spaces for Modeling the Intention During Diverse Image Captioning
by Jyoti Aneja et al

08-22-2019

Predicting Animation Skeletons for 3D Articulated Models via Volumetric Nets
by Zhan Xu et al

08-22-2019

Object detection on aerial imagery using CenterNet
by Dheeraj Reddy Pailla et al

08-21-2019

Boundary Aware Networks for Medical Image Segmentation
by Ali Hatamizadeh et al

08-21-2019

Transferability and Hardness of Supervised Classification Tasks
by Anh T. Tran et al

08-22-2019

NL-LinkNet: Toward Lighter but More Accurate Road Extraction with Non-Local Operations
by Yooseung Wang et al

08-21-2019

A Realistic Face-to-Face Conversation System based on Deep Neural Networks
by Zezhou Chen et al

08-21-2019

Globally optimal registration of noisy point clouds
by Rangaprasad Arun Srivatsan et al

08-22-2019

An Image Fusion Scheme for Single-Shot High Dynamic Range Imaging with Spatially Varying Exposures
by Chihiro Go et al

08-22-2019

EGNet:Edge Guidance Network for Salient Object Detection
by Jia-Xing Zhao et al

08-21-2019

U-Net Training with Instance-Layer Normalization
by Xiao-Yun Zhou et al

08-22-2019

Uncertainty-Guided Domain Alignment for Layer Segmentation in OCT Images
by Jiexiang Wang et al

08-22-2019

Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation
by Jiahao Lin et al

08-21-2019

Multi-Stream Single Shot Spatial-Temporal Action Detection
by Pengfei Zhang et al

08-21-2019

Testing Robustness Against Unforeseen Adversaries
by Daniel Kang et al

08-22-2019

Motion correction of dynamic contrast enhanced MRI of the liver
by Mariëlle J. A. Jansen et al

08-21-2019

Multiple instance dense connected convolution neural network for aerial image scene classification
by Qi Bi et al

08-22-2019

3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization
by Sanath Narayan et al

08-23-2019

Onion-Peel Networks for Deep Video Completion
by Seoung Wug Oh et al

08-22-2019

Image Colorization By Capsule Networks
by Gökhan Özbulak

08-21-2019

Adaptive Structure-constrained Robust Latent Low-Rank Coding for Image Recovery
by Zhao Zhang et al

08-22-2019

Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes
by Minghui Liao et al

08-23-2019

Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks
by Juan Miguel Valverde et al

08-22-2019

Sign Language Recognition, Generation, and Translation: An Interdisciplinary Perspective
by Danielle Bragg et al

08-22-2019

Adversarial-Based Knowledge Distillation for Multi-Model Ensemble and Noisy Data Refinement
by Zhiqiang Shen et al

08-21-2019

A CNN toolbox for skin cancer classification
by Fabrizio Nunnari et al

08-22-2019

Optimal input configuration of dynamic contrast enhanced MRI in convolutional neural networks for liver segmentation
by Mariëlle J. A. Jansen et al

08-23-2019

Mish: A Self Regularized Non-Monotonic Neural Activation Function
by Diganta Misra

08-21-2019

Improved MR to CT synthesis for PET/MR attenuation correction using Imitation Learning
by Kerstin Kläser et al

08-21-2019

Building change detection based on multi-scale filtering and grid partition
by Qi Bi et al

08-21-2019

DUAL-GLOW: Conditional Flow-Based Generative Model for Modality Transfer
by Haoliang Sun et al

08-22-2019

MTCNET: Multi-task Learning Paradigm for Crowd Count Estimation
by Abhay Kumar et al

08-23-2019

A BLSTM Network for Printed Bengali OCR System with High Accuracy
by Debabrata Paul et al

08-23-2019

Topology-preserving augmentation for CNN-based segmentation of congenital heart defects from 3D paediatric CMR
by Nick Byrne et al

08-22-2019

Saliency Methods for Explaining Adversarial Attacks
by Jindong Gu et al

08-23-2019

Plexus Convolutional Neural Network (PlexusNet): A novel neural network architecture for histologic image analysis
by Okyaz Eminaga et al

08-21-2019

Scoot: A Perceptual Metric for Facial Sketches
by Deng-Ping Fan et al

08-23-2019

Crowd Counting with Deep Structured Scale Integration Network
by Lingbo Liu et al

08-23-2019

Sequential Adversarial Learning for Self-Supervised Deep Visual Odometry
by Shunkai Li et al

08-22-2019

Indoor Depth Completion with Boundary Consistency and Self-Attention
by Yu-Kai Huang et al

08-22-2019

BIM-assisted object recognition for the on-site autonomous robotic assembly of discrete structures
by Mohamed Dawod et al

08-23-2019

A Review of Point Cloud Semantic Segmentation
by Yuxing Xie et al

08-22-2019

Shadow Removal via Shadow Image Decomposition
by Hieu Le et al

08-23-2019

Pareto-optimal data compression for binary classification tasks
by Max Tegmark et al

08-24-2019

Conditional Flow Variational Autoencoders for Structured Sequence Prediction
by Apratim Bhattacharyya et al

08-23-2019

Generic Tracking and Probabilistic Prediction Framework and Its Application in Autonomous Driving
by Jiachen Li et al

08-23-2019

Learning Filter Basis for Convolutional Neural Network Compression
by Yawei Li et al

08-22-2019

A joint 3D UNet-Graph Neural Network-based method for Airway Segmentation from chest CTs
by Antonio Garcia-Uceda Juarez et al

08-23-2019

Predicting knee osteoarthritis severity: comparative modeling based on patients data and plain X-ray images
by Jaynal Abedin et al

08-21-2019

Learning Structured Twin-Incoherent Twin-Projective Latent Dictionary Pairs for Classification
by Zhao Zhang et al

08-25-2019

Deep Closed-Form Subspace Clustering
by Junghoon Seo et al

08-22-2019

Learning Similarity Conditions Without Explicit Supervision
by Reuben Tan et al

08-23-2019

Spooky effect in optimal OSPA estimation and how GOSPA solves it
by Ángel F. García-Fernández et al

08-21-2019

Estimation of perceptual scales using ordinal embedding
by Siavash Haghiri et al

08-21-2019

RBCN: Rectified Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs
by Chunlei Liu et al

08-21-2019

DomainSiam: Domain-Aware Siamese Network for Visual Object Tracking
by Mohamed H. Abdelpakey et al

08-23-2019

DRFN: Deep Recurrent Fusion Network for Single-Image Super-Resolution with Large Factors
by Xin Yang et al

08-21-2019

PCRNet: Point Cloud Registration Network using PointNet Encoding
by Vinit Sarode et al

08-23-2019

Feature Learning to Automatically Assess Radiographic Knee Osteoarthritis Severity
by Joseph Antony et al

08-23-2019

Cephalometric Landmark Detection by AttentiveFeature Pyramid Fusion and Regression-Voting
by Runnan Chen et al

08-23-2019

Assessing Knee OA Severity with CNN attention-based end-to-end architectures
by Marc Górriz et al

08-21-2019

Pixel-wise Segmentation of Right Ventricle of Heart
by Yaman Dang et al

08-21-2019

Dataset Growth in Medical Image Analysis Research
by Yuval Landau et al

08-23-2019

Multi-Spectral Visual Odometry without Explicit Stereo Matching
by Weichen Dai et al

08-23-2019

Gaussian implementation of the multi-Bernoulli mixture filter
by Ángel F. García-Fernández et al

08-21-2019

InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting
by Hao-Shu Fang et al

08-22-2019

Image based cellular contractile force evaluation with small-world network inspired CNN: SW-UNet
by Li Honghan et al

08-25-2019

Principal Component Analysis Using Structural Similarity Index for Images
by Benyamin Ghojogh et al

08-21-2019

Effects of Blur and Deblurring to Visual Object Tracking
by Qing Guo et al

08-22-2019

Contour Detection in Cassini ISS images based on Hierarchical Extreme Learning Machine and Dense Conditional Random Field
by Xiqi Yang et al

08-21-2019

Lung segmentation on chest x-ray images in patients with severe abnormal findings using deep learning
by Mizuho Nishio et al

08-23-2019

Region Tracking in an Image Sequence: Preventing Driver Inattention
by Matthew Kowal et al

08-25-2019

CoinNet: Deep Ancient Roman Republican Coin Classification via Feature Fusion and Attention
by Hafeez Anwar et al

08-23-2019

EyeNet: A Multi-Task Network for Off-Axis Eye Gaze Estimation and User Understanding
by Zhengyang Wu et al

08-24-2019

Fast Dynamic Perfusion and Angiography Reconstruction using an end-to-end 3D Convolutional Neural Network
by Sahar Yousefi et al

08-23-2019

Mutual information neural estimation in CNN-based end-to-end medical image registration
by Yechong Huang et al

08-24-2019

Dont ignore Dropout in Fully Convolutional Networks
by Thomas Spilsbury et al

08-22-2019

Efficient Capon-Based Approach Exploiting Temporal Windowing For Electric Network Frequency Estimation
by Georgios Karantaidis et al

08-21-2019

Video-based Bottleneck Detection utilizing Lagrangian Dynamics in Crowded Scenes
by Maik Simon et al

08-24-2019

Estimation of preterm birth markers with U-Net segmentation network
by Tomasz Włodarczyk et al

08-23-2019

Trajectory Prediction by Coupling Scene-LSTM with Human Movement LSTM
by Manh Huynh et al

08-24-2019

SeesawFaceNets: sparse and robust face verification model for mobile platform
by Jintao Zhang

08-21-2019

Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation
by Sulaiman Vesal et al

08-21-2019

TUNA-Net: Task-oriented UNsupervised Adversarial Network for Disease Recognition in Cross-Domain Chest X-rays
by Yuxing Tang et al

08-21-2019

Adaptive Segmentation of Knee Radiographs for Selecting the Optimal ROI in Texture Analysis
by Neslihan Bayramoglu et al

08-24-2019

Generator evaluator-selector net: a modular approach for panoptic segmentation
by Sagi Eppel et al

08-21-2019

MobiSR: Efficient On-Device Super-Resolution through Heterogeneous Mobile Processors
by Royson Lee et al

08-25-2019

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry
by Sungjun Lim et al

08-23-2019

Robust Regression via Deep Negative Correlation Learning
by Le Zhang et al

08-25-2019

Locally Linear Image Structural Embedding for Image Structure Manifold Learning
by Benyamin Ghojogh et al

08-24-2019

Where Is My Mirror?
by Xin Yang et al

08-25-2019

High Performance Visual Object Tracking with Unified Convolutional Networks
by Zheng Zhu et al

08-24-2019

Deep Camera: A Fully Convolutional Neural Network for Image Signal Processing
by Sivalogeswaran Ratnasingam

08-25-2019

Recon-GLGAN: A Global-Local context based Generative Adversarial Network for MRI Reconstruction
by Balamurali Murugesan et al

08-23-2019

Camera Pose Correction in SLAM Based on Bias Values of Map Points
by Zhaobing Kang et al

08-25-2019

advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable Patterns
by Zhibo Wangy et al

08-23-2019

SBSGAN: Suppression of Inter-Domain Background Shift for Person Re-Identification
by Yan Huang et al

08-24-2019

Efficient Learning on Point Clouds with Basis Point Sets
by Sergey Prokudin et al

08-25-2019

Adversarial Convolutional Networks with Weak Domain-Transfer for Multi-Sequence Cardiac MR Images Segmentation
by Jingkun Chen et al

08-24-2019

Towards Unconstrained End-to-End Text Spotting
by Siyang Qin et al

08-24-2019

Dynamic Kernel Distillation for Efficient Pose Estimation in Videos
by Xuecheng Nie et al

08-21-2019

Pilot Study on Verifying the Monotonic Relationship between Error and Uncertainty in Deformable Registration for Neurosurgery
by Jie Luo et al

08-25-2019

Deep Concept-wise Temporal Convolutional Networks for Action Localization
by Xin Li et al

08-25-2019

Multi-Channel Neural Network for Assessing Neonatal Pain from Videos
by Md Sirajus Salekin et al

08-25-2019

A Comparison of CNN and Classic Features for Image Retrieval
by Umut Özaydın et al

08-25-2019

Towards Unsupervised Image Captioning with Shared Multimodal Embeddings
by Iro Laina et al

08-23-2019

Residual Objectness for Imbalance Reduction
by Joya Chen et al

08-24-2019

Targeted Mismatch Adversarial Attack: Query with a Flower to Retrieve the Tower
by Giorgos Tolias et al

08-24-2019

LANTERN: learn analysis transform network for dynamic magnetic resonance imaging with small dataset
by Shanshan Wang et al

08-23-2019

No Fear of the Dark: Image Retrieval under Varying Illumination Conditions
by Tomas Jenicek et al

08-24-2019

Single-Stage Multi-Person Pose Machines
by Xuecheng Nie et al

08-24-2019

Improving Outfit Recommendation with Co-supervision of Fashion Generation
by Yujie Lin et al

08-24-2019

Customized OCT images compression scheme with deep neural network
by Pengfei Guo et al

08-25-2019

See More Than Once -- Kernel-Sharing Atrous Convolution for Semantic Segmentation
by Ye Huang et al

08-25-2019

Learning adaptively from the unknown for few-example video person re-ID
by Jian Han

08-25-2019

Texture and Structure Two-view Classification of Images
by Samah Khawaled et al

08-25-2019

Depth-AGMNet: an Atrous Granular Multiscale Stereo Network Based on Depth Edge Auxiliary Task
by Weida Yang

 
Craig Smith