Sidharta Gautama

Publications

Efficient use of geographical information systems for improving transport mode classification
Unsupervised hierarchical clustering approach for tourism market segmentation based on crowdsourced mobile phone data
VEBIMOBE zoekt niet kortste maar meest duurzame route : verkeersbordendatabank blijkt goede basis voor ontwikkeling duurzame routenavigatie
A Review of Urban Air Pollution Monitoring and Exposure Assessment Methods
Assessment of Smartphone Positioning Data Quality in the Scope of Citizen Science Contributions
Observing human activity through sensing
Spatial context mining approach for transport mode recognition from mobile sensed big data
Taking Optimal Advantage of Fine Spatial Information: Promoting partial image reconstruction for the morphological analysis of very-high-resolution images
The drone ambulance [A-UAS] : golden bullet or just a blank?
Unveiling E-bike potential for commuting trips from GPS traces
Crowdsourcing mobility insights - Reflection of attitude based segments on high resolution mobility behaviour data
Pansharpening for Proba Image Using Guided Filter
Spectral-spatial classification for Hyperspectral image by bilateral filtering and morphological features
LiDAR Information Extraction by Attribute Filters with Partial Reconstruction
Policy 2.0 platform for mobile sensing and incentivized targeted shifts in mobility behavior
Forecasting the state of health of electric vehicle batteries to evaluate the viability of car sharing practices
Forecasting transport mode use with support vector machines based approach
Forecasting travel behaviour from crowdsourced data with machine learning based model
Integrating big data into a sustainable mobility Policy 2.0 planning support system
Sensing Human Activity for Smart Cities' Mobility Management
Detecting Changes of Transportation-Mode by Using Classification Data
Fusion of Thermal Infrared Hyperspectral image and visible RGB image for Classification
Optimized feature fusion of LiDAR and hyperspectral data for tree species mapping in closed forest canopies
Cohousing and EV Sharing: Field-tests in Flanders
Generalized Graph-Based Fusion of Hyperspectral and LiDAR Data Using Morphological Features
Processing of Multiresolution Thermal Hyperspectral and Digital Color Data: Outcome of the 2014 IEEE GRSS Data Fusion Contest
Smart city mobility application: gradient boosting trees for mobility prediction and analysis based on crowdsourced data
Feature fusion of hyperspectral and LiDAR data for Classification of remote sensing data from urban area
Combining Feature Fusion and Decision Fusion for Classification of Hyperspectral and LiDAR Data
Effect of hyperspectral image denoising with PCA and total variation on tree species mapping using APEX data
Fusion of pixel-based and object-based features for classification of urban hyperspectral remote sensing data
Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest
Automatic camera to laser calibration for high accuracy mobile mapping systems using INS
Automatic detection of a one dimensional ranging pole for robust external camera calibration in mobile mapping
Automatic and robust extrinsic camera calibration for high-accuracy mobile mapping
Registration of vector data and aerial thermal images using modified mutual information
Evaluating and improving the accuracy of 3D models from UAS imagery
Speeding up structure from motion on large scenes using parallelizable partitions
On the accuracy of 3D landscapes from UAV image data
Automatic identification of Caenorhabditis elegans in population images by shape energy features
Automating actualisation of geographic information using the twofold fuzzy region model
Fully automatic and robust UAV camera calibration using chessboard patterns
An Assessment of Geometric Activity Features for Per-pixel Classification of Urban Man-made Objects using Very High Resolution Satellite Imagery
Real-time UAV Image and Video Registration for Disaster Management using Speed Up Mutual Information
ERosion After GRADient (ERAGRAD) Morphological Profile
Improved classification of VHR images of urban areas using directional morphological profiles
Improved classification of urban areas with pixel-based measures of object size
Per Pixel Contextual Information For Classification of VHR Images of Urban Areas
Characterization and recognition of cell structures in biomedical images
Dense and reliable stereo matching in urban areas using adaptive windows
Relevance criteria for spatial information retrieval using error-tolerant graph matching
Contour energy features for recognition of biological specimens in population images
Detection of individual specimens in populations using contour energies
Dense and reliable DSM generation from VHR stereo pairs in urban environments
Characterizing the performance of automatic road detection using error propagation
Graph based-change detection in geographic information using VHR satellite images
Detection of isolated nematodes in clutter environments using shape feature histograms
Evaluating Corner Detectors for the Extraction of Man-made Structures in Urban Areas
Modelling Spatial Correlation and Image Statistics for Improved Tracking of Human Gestures
Defining consistency to detect change using inexact graph matching
On the design of reliable graph matching techniques for change detection
An Empirical Study of Corner Detection to Extract Buildings in Very High Resolution Satellite Images
Analysing multispectral textures in very high resolution satellite images
Automatic Registration of Synthetic Aperture Radar (SAR) Images
Road Detection Statistics for Automated Quality Control of GIS Data
Comparing color and textural information in very high resolution satellite image classification
Image-based change detection of geographic information using spatial constraints