Actual Impact of GAN Augmentation on CNN Classification Performance
Planar Motion Bundle Adjustment
Deep Learning for Radar Pulse Detection
Fast Non-minimal Solvers for Planar Motion Compatible Homographies
The Growing N-Gram Algorithm: A Novel Approach to String Clustering
Pluggable Drone Imaging Analysis Framework for Mob Detection during Open-air Events
BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement Learning
Eliminating Noise in the Matrix Profile
Dual SVM Training on a Budget
Deep Learning-based Method for Classifying and Localizing Potato Blemishes
Feature Extraction of Epileptic EEG in Spectral Domain via Functional Data Analysis
Goal-conditioned User Modeling for Dialogue Systems using Stochastic Bi-Automata
All Together Now! The Benefits of Adaptively Fusing Pre-trained Deep Representations
Removal of Historical Document Degradations using Conditional GANs
A Cellular Automata based Classification Algorithm
Automatic Information Extraction from Piping and Instrumentation Diagrams
Annealing by Increasing Resampling in the Unified View of Simulated Annealing
Detecting a Fetus in Ultrasound Images using Grad CAM and Locating the Fetus in the Uterus
Detecting and Tracking Surgical Tools for Recognizing Phases of the Awake Brain Tumor Removal Surgery
Stochastic Phase Estimation and Unwrapping
Accelerated Algorithm for Computation of All Prime Patterns in Logical Analysis of Data
Adversarial Alignment of Class Prediction Uncertainties for Domain Adaptation
Using Recurrent Neural Networks for Action and Intention Recognition of Car Drivers
Gaussian Model Trees for Traffic Imputation
AveRobot: An Audio-visual Dataset for People Re-identification and Verification in Human-Robot Interaction
mDBSCAN: Real Time Superpixel Segmentation by DBSCAN Clustering based on Boundary Term
Semantic Segmentation via Global Convolutional Network and Concatenated Feature Maps
Metric Learning in Codebook Generation of Bag-of-Words for Person Re-identification
Object Detection and Classification on Heterogeneous Datasets
Multiclass Tissue Classification of Whole-Slide Histological Images using Convolutional Neural Networks
Flock Patterns When Pigeons Fly over Terrain with Different Properties
Physical Activity Recognition by Utilising Smartphone Sensor Signals
Two-layer Residual Feature Fusion for Object Detection
A Study of Various Text Augmentation Techniques for Relation Classification in Free Text
Multimodal Sentiment Analysis: A Multitask Learning Approach
Semantic Segmentation of Non-linear Multimodal Images for Disease Grading of Inflammatory Bowel Disease: A SegNet-based Application
Simple Domain Adaptation for CAD based Object Recognition
A Novel Breadth-first Strategy Algorithm for Discovering Sequential Patterns from Spatio-temporal Data
Deep Learning for Relevance Filtering in Syndromic Surveillance: A Case Study in Asthma/Difficulty Breathing
Faster RBF Network Learning Utilizing Singular Regions
Mixture of Multilayer Perceptron Regressions
Improving the Dictionary Construction in Sparse Representation using PCANet for Face Recognition
Document Image Dewarping using Deep Learning
Fast Nearest Neighbor Search with Narrow 16-bit Sketch
Pedestrian Similarity Extraction to Improve People Counting Accuracy
Template based Human Pose and Shape Estimation from a Single RGB-D Image
Comparison between Supervised and Unsupervised Feature Selection Methods
Vertical and Horizontal Distances to Approximate Edit Distance for Rooted Labeled Caterpillars
Accurate Prediction of Advertisement Clicks based on Impression and Click-Through Rate using Extreme Gradient Boosting
Normalization of the Histogram of Forces
Robust Cylinder Estimation in Point Clouds from Pairwise Axes Similarities
SOCRatES: A Database of Realistic Data for SOurce Camera REcognition on Smartphones
Bipartite Edge Correlation Clustering: Finding an Edge Biclique Partition from a Bipartite Graph with Minimum Disagreement
Computer Vision and Deep Learning Tools for the Automatic Processing of Wasan Documents
Cost-constrained Drone Presence Detection through Smart Sound Processing
Collaborative Merging of Radio SLAM Maps in View of Crowd-sourced Data Acquisition and Big Data
Learning Ensembles in the Presence of Imbalanced Classes
FoodIE: A Rule-based Named-entity Recognition Method for Food Information Extraction
Identification of Diseases in Corn Leaves using Convolutional Neural Networks and Boosting
A Fast and Efficient Method for Solving the Multiple Closed Curve Detection Problem
Detection of Primitives in Engineering Drawing using Genetic Algorithm
Deep Learning for Pulse Repetition Interval Classification
Classification of Ground Moving Radar Targets with RBF Neural Networks
Feedforward and Feedback Processing of Spatiotemporal Tubes for Efficient Object Localization
Dimensionality Reduction in Supervised Models-based for Heart Failure Prediction
Overcoming Labeling Ability for Latent Positives: Automatic Label Correction along Data Series
Japanese Scene Character Recognition using Random Image Feature and Ensemble Scheme
Estimation of Correlation between Texture Features and Surface Parameters for Milled Metal Parts
Deep Neural Networks with Intersection over Union Loss for Binary Image Segmentation
Polyp Classification and Clustering from Endoscopic Images using Competitive and Convolutional Neural Networks
Sparse l2-norm Regularized Regression for Face Recognition
Understanding Sprinting Motion Skills using Unsupervised Learning for Stepwise Skill Improvements of Running Motion
Privacy and Fairness in Recommender Systems via Adversarial Training of User Representations
A Novel Approach for Anomaly Detection in Power Consumption Data
Multi-stage Off-line Arabic Handwriting Recognition Approach using Advanced Cascading Technique
A Robust Page Frame Detection Method for Complex Historical Document Images
Forecasting Hotel Room Sales within Online Travel Agencies by Combining Multiple Feature Sets
Clustering Honeybees by Its Daily Activity
Modeling of Goal-oriented Human Motion Evolution using Hidden Markov Models
Traffic Sign Classification using Hybrid HOG-SURF Features and Convolutional Neural Networks
Automated Vision System for Cutting Fixed-weight or Fixed-length Frozen Fish Portions
Text Recognition on Khmer Historical Documents using Glyph Class Map Generation with Encoder-Decoder Model
Unsupervised Image Segmentation using Convolutional Neural Networks for Automated Crop Monitoring
Data for Image Recognition Tasks: An Efficient Tool for Fine-Grained Annotations
Automatic Perception Enhancement for Simulated Retinal Implants
A Framework for Discovering Frequent Event Graphs from Uncertain Event-based Spatio-temporal Data
Image-based Discrimination and Spatial Non-uniformity Analysis of Effect Coatings
Approximation of the Distance from a Point to an Algebraic Manifold
3D Face Reconstruction from RGB-D Data by Morphable Model to Point Cloud Dense Fitting
Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose
Predicting Group Convergence in Egocentric Videos
Collaborative Learning of Human and Computer: Supervised Actor-Critic based Collaboration Scheme
Machine Learning Approach to the Synthesis of Identification Procedures for Modern Photon-Counting Sensors
Detecting Permanent and Intermittent Purchase Hotspots via Computational Stigmergy
Using Stigmergy as a Computational Memory in the Design of Recurrent Neural Networks
Adaptive Exploration of a UAVs Swarm for Distributed Targets Detection and Tracking
Adapting YOLO Network for Ball and Player Detection
Analyzing the Linear and Nonlinear Transformations of AlexNet to Gain Insight into Its Performance
Cascaded Acoustic Group and Individual Feature Selection for Recognition of Food Likability
Efficient Keypoint Reduction for Document Image Matching
Measuring the Data Efficiency of Deep Learning Methods
HFDSegNet: Holistic and Generalized Finger Dorsal ROI Segmentation Network
3DCNN Performance in Hand Gesture Recognition Applied to Robot Arm Interaction
uPAD: Unsupervised Privacy-Aware Anomaly Detection in High Performance Computing Systems
Understanding of Non-linear Parametric Regression and Classification Models: A Taylor Series based Approach
Adversarial Media-fusion Approach to Strain Prediction for Bridges
Learning Domain Specific Features using Convolutional Autoencoder: A Vein Authentication Case Study using Siamese Triplet Loss Network