02.03.19 Vision papers

01-30-2019

On Correlation of Features Extracted by Deep Neural Networks
by Babajide O. Ayinde et al

01-30-2019

Characterization of migrated seismic volumes using texture attributes: a comparative study
by Zhiling Long et al

01-29-2019

Self-Supervised Deep Image Denoising
by Samuli Laine et al

01-29-2019

Combined tract segmentation and orientation mapping for bundle-specific tractography
by Jakob Wasserthal et al

01-31-2019

Learning Metric Graphs for Neuron Segmentation In Electron Microscopy Images
by Kyle Luther et al

01-29-2019

Geometric Interpretation of side-sharing and point-sharing solutions in the P3P Problem
by Bo wang et al

01-31-2019

BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection
by Hedi Ben-younes et al

01-31-2019

Capturing Object Detection Uncertainty in Multi-Layer Grid Maps
by Sascha Wirges et al

01-29-2019

Robust X-ray Sparse-view Phase Tomography via Hierarchical Synthesis Convolutional Neural Networks
by Ziling Wu et al

01-30-2019

Automated Skin Lesion Classification Using Ensemble of Deep Neural Networks in ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection Challenge
by Md Ashraful Alam Milton

01-30-2019

New insights on Multi-Solution Distribution of the P3P Problem
by Bo Wang et al

01-31-2019

GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects
by Edward J. Smith et al

01-30-2019

The Generation and Application of Medical Image Grid Based on Differential Geometric Features
by Yongpei Zhu et al

02-01-2019

Generative Smoke Removal
by Oleksii Sidorov et al

02-01-2019

Rethinking Visual Relationships for High-level Image Understanding
by Yuanzhi Liang et al

01-30-2019

A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular Dystrophies
by Adrián Bazaga et al

01-30-2019

Real-world Mapping of Gaze Fixations Using Instance Segmentation for Road Construction Safety Applications
by Idris Jeelani et al

01-31-2019

Semantic Hierarchy Preserving Deep Hashing for Large-scale Image Retrieval
by Xuefei Zhe et al

01-29-2019

Learning for Multi-Model and Multi-Type Fitting
by Xun Xu et al

01-29-2019

Adversarial Metric Attack for Person Re-identification
by Song Bai et al

02-01-2019

Top-view Trajectories: A Pedestrian Dataset of Vehicle-Crowd Interaction from Controlled Experiments and Crowded Campus
by Dongfang Yang et al

01-31-2019

US-net for robust and efficient nuclei instance segmentation
by Zhaoyang Xu et al

02-01-2019

Deep Hyperspectral Prior: Denoising, Inpainting, Super-Resolution
by Oleksii Sidorov et al

01-30-2019

Diversity Regularized Adversarial Learning
by Babajide O. Ayinde et al

01-31-2019

Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks
by Jason W. Wei et al

01-29-2019

Unsupervised Person Re-identification by Deep Asymmetric Metric Embedding
by Hong-Xing Yu et al

01-31-2019

Deep Triplet Quantization
by Bin Liu et al

01-29-2019

Trading-off Accuracy and Energy of Deep Inference on Embedded Systems: A Co-Design Approach
by Nitthilan Kannappan Jayakodi et al

01-31-2019

Self-Supervised Visual Representations for Cross-Modal Retrieval
by Yash Patel et al

01-31-2019

Automated brain extraction of multi-sequence MRI using artificial neural networks
by Fabian Isensee et al

01-30-2019

A study for Image compression using Re-Pair algorithm
by Pasquale De Luca et al

01-30-2019

Autonomous Cars: Vision based Steering Wheel Angle Estimation
by Kemal Alkin Gunbay et al

01-31-2019

VAE-GANs for Probabilistic Compressive Image Recovery: Uncertainty Analysis
by Vineet Edupuganti et al

01-29-2019

Adversarial Examples Are a Natural Consequence of Test Error in Noise
by Nic Ford et al

01-31-2019

Efficient Relative Pose Estimation for Cameras and Generalized Cameras in Case of Known Relative Rotation Angle
by Evgeniy Martyushev et al

01-29-2019

Deep Active Learning for Efficient Training of a LiDAR 3D Object Detector
by Di Feng et al

01-29-2019

Generative Adversarial Networks for geometric surfaces prediction in injection molding
by Pierre Nagorny et al

01-29-2019

Two-Stream Multi-Task Network for Fashion Recognition
by Peizhao Li et al

01-29-2019

Mask-RCNN and U-net Ensembled for Nuclei Segmentation
by Aarno Oskar Vuola et al

01-30-2019

Human-centric light sensing and estimation from RGBD images: The invisible light switch
by Theodore Tsesmelis et al

01-31-2019

Dataset Culling: Towards Efficient Training Of Distillation-Based Domain Specific Models
by Kentaro Yoshioka et al

01-31-2019

Fast and Optimal Laplacian Solver for Gradient-Domain Image Editing using Green Function Convolution
by Dominique Beaini et al

02-01-2019

A Classification Supervised Auto-Encoder Based on Predefined Evenly-Distributed Class Centroids
by Qiuyu Zhu et al

01-31-2019

Cross-modality (CT-MRI) prior augmented deep learning for robust lung tumor segmentation from small MR datasets
by Jue Jiang et al

01-30-2019

Noise2Self: Blind Denoising by Self-Supervision
by Joshua Batson et al

01-29-2019

Quality Measures for Speaker Verification with Short Utterances
by Arnab Poddar et al

01-30-2019

Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System
by Joseph Paul Cohen et al

01-29-2019

Visual Rhythm Prediction with Feature-Aligning Network
by Yutong Xie et al

01-29-2019

Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series
by Vivien Sainte Fare Garnot et al

02-01-2019

Do we train on test data? Purging CIFAR of near-duplicates
by Björn Barz et al

01-31-2019

Lift-the-Flap: Context Reasoning Using Object-Centered Graphs
by Mengmi Zhang et al

02-01-2019

Projection-Based 2.5D U-net Architecture for Fast Volumetric Segmentation
by Christoph Angermann et al

01-29-2019

Explicit topological priors for deep-learning based image segmentation using persistent homology
by James R. Clough et al

02-01-2019

Natural and Adversarial Error Detection using Invariance to Image Transformations
by Yuval Bahat et al

01-30-2019

Similar Image Search for Histopathology: SMILY
by Narayan Hegde et al

01-30-2019

Texture-Aware Superpixel Segmentation
by Remi Giraud et al

01-30-2019

A lossless data hiding scheme in JPEG images with segment coding
by Mingming Zhang et al

02-01-2019

Learning Differentiable Grammars for Continuous Data
by AJ Piergiovanni et al

01-30-2019

Deep Archetypal Analysis
by Sebastian Mathias Keller et al

01-30-2019

Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition
by Cleison Correia de Amorim et al

01-29-2019

Anomaly Locality in Video Surveillance
by Federico Landi et al

01-29-2019

Validation loss for landmark detection
by Wolfgang Fuhl et al

01-29-2019

MgNet: A Unified Framework of Multigrid and Convolutional Neural Network
by Juncai He et al

01-30-2019

Bootstrapping Robotic Ecological Perception from a Limited Set of Hypotheses Through Interactive Perception
by Léni K. Le Goff et al

01-30-2019

Blurred Images Lead to Bad Local Minima
by Gal Katzhendler et al

01-29-2019

MultiLock: Mobile Active Authentication based on Multiple Biometric and Behavioral Patterns
by Alejandro Acien et al

01-29-2019

Semantic Redundancies in Image-Classification Datasets: The 10% You Dont Need
by Vighnesh Birodkar et al

01-29-2019

Attention-based Context Aggregation Network for Monocular Depth Estimation
by Yuru Chen et al

01-29-2019

PA-GAN: Improving GAN Training by Progressive Augmentation
by Dan Zhang et al

01-30-2019

Understanding spatial correlation in eye-fixation maps for visual attention in videos
by Tariq Alshawi et al

02-01-2019

ColorNet: Investigating the importance of color spaces for image classification
by Shreyank N Gowda et al

01-30-2019

Resolution enhancement in scanning electron microscopy using deep learning
by Kevin de Haan et al

01-30-2019

Saliency detection for seismic applications using multi-dimensional spectral projections and directional comparisons
by Muhammad Amir Shafiq et al

01-29-2019

Glyce: Glyph-vectors for Chinese Character Representations
by Wei Wu et al

01-29-2019

Adversarial Adaptation of Scene Graph Models for Understanding Civic Issues
by Shanu Kumar et al

01-29-2019

Detection of Alzheimers Disease from MRI using Convolutional Neural Networks, Exploring Transfer Learning And BellCNN
by GuruRaj Awate

01-29-2019

Reconstruction of 3D Porous Media From 2D Slices
by Denis Volkhonskiy et al

01-29-2019

Automatic Whole-body Bone Age Assessment Using Deep Hierarchical Features
by Hai-Duong Nguyen et al

01-29-2019

Influence of segmentation on deep iris recognition performance
by Juš Lozej et al

01-29-2019

Diversity in Faces
by Michele Merler et al

02-01-2019

SCATGAN for Reconstruction of Ultrasound Scatterers Using Generative Adversarial Networks
by Andrawes Al Bahou et al

02-01-2019

Learnable Embedding Space for Efficient Neural Architecture Compression
by Shengcao Cao et al

02-01-2019

Scalable Learning-Based Sampling Optimization for Compressive Dynamic MRI
by Thomas Sanchez et al

02-01-2019

Deep Learning Solutions for TanDEM-X-based Forest Classification
by Antonio Mazza et al

01-30-2019

DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals
by Chiyu "Max" Jiang et al

01-30-2019

Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images
by Haozhe Xie et al

01-29-2019

Whos Afraid of Adversarial Queries? The Impact of Image Modifications on Content-based Image Retrieval
by Zhuoran Liu et al

01-31-2019

Is Image Memorability Prediction Solved?
by Shay Perera et al

01-30-2019

View Invariant 3D Human Pose Estimation
by Guoqiang Wei et al

01-29-2019

A Push-Pull Layer Improves Robustness of Convolutional Neural Networks
by Nicola Strisciuglio et al

01-30-2019

Improving Model Robustness with Transformation-Invariant Attacks
by Houpu Yao et al

01-30-2019

On Intra-Class Variance for Deep Learning of Classifiers
by Rafal Pilarczyk et al

01-29-2019

Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks
by Okan Köpüklü et al

01-30-2019

Human Face Expressions from Images - 2D Face Geometry and 3D Face Local Motion versus Deep Neural Features
by Rafal Pilarczyk et al

01-29-2019

Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification
by Hao Ren et al

01-29-2019

Rare geometries: revealing rare categories via dimension-driven statistics
by Henry Kvinge et al

01-31-2019

Three-dimensional propagation and time-reversal of fluorescence images
by Yichen Wu et al

02-01-2019

End-to-end Lane Detection through Differentiable Least-Squares Fitting
by Bert De Brabandere et al

01-30-2019

Joint Iris Segmentation and Localization Using Deep Multi-task Learning Framework
by Caiyong Wang et al

01-31-2019

Automated detection of celiac disease on duodenal biopsy slides: a deep learning approach
by Jason W. Wei et al

01-30-2019

Benchmarking Classic and Learned Navigation in Complex 3D Environments
by Dmytro Mishkin et al

01-29-2019

Implicit Diversity in Image Summarization
by L. Elisa Celis et al

01-29-2019

Automated Prototype for Asteroids Detection
by D. Copandean et al

01-30-2019

Video Summarization through Human Detection on a Social Robot
by Chih-Yuan Yang et al

01-31-2019

Episodic Training for Domain Generalization
by Da Li et al

02-01-2019

SensitiveNets: Learning Agnostic Representations with Application to Face Recognition
by Aythami Morales et al

Craig Smith