Billur Barshan

73 papers A* 5A 7Misc 1Journal 38Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Bidirectional Transfer Learning Between Activity and User Identity Recognition Tasks via 2D CNN-LSTM Model for Wearables. IEEE Internet Things J. Billur Barshan, Enes Kosar
2024	—	`conf`	Safety Tracking System for Bathroom Shower Environment. SIU Eren Ölmez, Mehmet Oktay Özsoy, Ramil Jabiyev, Beren Ansen, Umut Eren Aktürk, Ege Bora Oral, Can Soygür, Billur Barshan, Mehmet Alper Kutay, Yasemin Afacan
2023	J	`jnl`	A Novel Heuristic Fall-Detection Algorithm Based on Double Thresholding, Fuzzy Logic, and Wearable Motion Sensor Data. IEEE Internet Things J. Billur Barshan, Mustafa Sahin Turan
2023	J	`jnl`	A new CNN-LSTM architecture for activity recognition employing wearable motion sensor data: Enabling diverse feature extraction. Eng. Appl. Artif. Intell. Enes Kosar, Billur Barshan
2022	J	`jnl`	Classification of fall directions via wearable motion sensors. Digit. Signal Process. Mustafa Sahin Turan, Billur Barshan
2022	J	`jnl`	Investigating the Performance of Wearable Motion Sensors on recognizing falls and daily activities via machine learning. Digit. Signal Process. Erhan Kavuncuoglu, Esma Uzunhisarcikli, Billur Barshan, Ahmet Turan Özdemir
2022	—	`conf`	Relative Localization for Swarm Aerial Vehicles. SIU Alptug Aytekin, Furkan Bagci, Mustafa Bozdag, Nisanur Camuzcu, Alperen Duru, Mehmet Saim Elma, Amirhossein Maghsoudi, Billur Barshan, Serdar Köse, Çaglar Akman
2021	J	`jnl`	Position Invariance for Wearables: Interchangeability and Single-Unit Usage via Machine Learning. IEEE Internet Things J. Aras Yurtman, Billur Barshan, Soydan Redif
2020	J	`jnl`	Classifying Daily and Sports Activities Invariantly to the Positioning of Wearable Motion Sensor Units. IEEE Internet Things J. Billur Barshan, Aras Yurtman
2020	J	`jnl`	Novel Noniterative Orientation Estimation for Wearable Motion Sensor Units Acquiring Accelerometer, Gyroscope, and Magnetometer Measurements. IEEE Trans. Instrum. Meas. Aras Yurtman, Billur Barshan
2018	J	`jnl`	Activity Recognition Invariant to Wearable Sensor Unit Orientation Using Differential Rotational Transformations Represented by Quaternions. Sensors Aras Yurtman, Billur Barshan, Baris Fidan
2018	—	`conf`	Global vs local classification models for multi-sensor data fusion. SETN Evangelia Pippa, Evangelia I. Zacharaki, Ahmet Turan Özdemir, Billur Barshan, Vasileios Megalooikonomou
2017	J	`jnl`	Activity Recognition Invariant to Sensor Orientation with Wearable Motion Sensors. Sensors Aras Yurtman, Billur Barshan
2017	J	`jnl`	Localization and Tracking of Implantable Biomedical Sensors. Sensors Ilknur Umay, Baris Fidan, Billur Barshan
2016	J	`jnl`	Human Activity Recognition Using Tag-Based Radio Frequency Localization. Appl. Artif. Intell. Aras Yurtman, Billur Barshan
2016	J	`jnl`	Investigating Inter-Subject and Inter-Activity Variations in Activity Recognition Using Wearable Motion Sensors. Comput. J. Billur Barshan, Aras Yurtman
2016	—	`conf`	Investigation of Sensor Placement for Accurate Fall Detection. MobiHealth Periklis Ntanasis, Evangelia Pippa, Ahmet Turan Özdemir, Billur Barshan, Vasileios Megalooikonomou
2014	J	`jnl`	Automated evaluation of physical therapy exercises using multi-template dynamic time warping on wearable sensor signals. Comput. Methods Programs Biomed. Aras Yurtman, Billur Barshan
2014	J	`jnl`	Detecting Falls with Wearable Sensors Using Machine Learning Techniques. Sensors Ahmet Turan Özdemir, Billur Barshan
2014	—	`conf`	Detection and evaluation of physical therapy exercises from wearable motion sensor signals by dynamic time warping. SIU Aras Yurtman, Billur Barshan
2014	J	`jnl`	Recognizing Daily and Sports Activities in Two Open Source Machine Learning Environments Using Body-Worn Sensor Units. Comput. J. Billur Barshan, Murat Cihan Yüksek
2014	—	`conf`	The analysis of wearable motion sensors in human activity recognition based on mutual information criterion. SIU Oguzcan Dobrucali, Billur Barshan
2013	—	`conf`	Detection and Evaluation of Physical Therapy Exercises by Dynamic Time Warping Using Wearable Motion Sensor Units. ISCIS Aras Yurtman, Billur Barshan
2013	J	`jnl`	Novel Compression Algorithm Based on Sparse Sampling of 3-D Laser Range Scans. Comput. J. Oguzcan Dobrucali, Billur Barshan
2013	—	`conf`	Sensor-Activity Relevance in Human Activity Recognition with Wearable Motion Sensors and Mutual Information Criterion. ISCIS Oguzcan Dobrucali, Billur Barshan
2012	J	`jnl`	Automatic Radar Antenna Scan Type Recognition in Electronic Warfare. IEEE Trans. Aerosp. Electron. Syst. Billur Barshan, Bahaeddin Eravci
2012	—	`conf`	Human activity recognition using tag-based localization. SIU Aras Yurtman, Billur Barshan
2012	—	`conf`	Investigation of personal variations in activity recognition using miniature inertial sensors and magnetometers. SIU Aras Yurtman, Billur Barshan
2011	—	`conf`	A compression method for 3-D laser range scans of indoor environments based on compressive sensing. EUSIPCO Oguzcan Dobrucali, Billur Barshan
2011	—	`conf`	Human activity classification with miniature inertial and magnetic sensor signals. EUSIPCO Murat Cihan Yüksek, Billur Barshan
2011	J	`jnl`	Leg Motion Classification with Artificial Neural Networks Using Wavelet-Based Features of Gyroscope Signals. Sensors Birsel Ayrulu-Erdem, Billur Barshan
2010	—	`conf`	A Compression Method Based on Compressive Sampling for 3-D Laser Range Scans of Indoor Environments. ISCIS Oguzcan Dobrucali, Billur Barshan
2010	J	`jnl`	Comparative study on classifying human activities with miniature inertial and magnetic sensors. Pattern Recognit. Kerem Altun, Billur Barshan, Orkun Tunçel
2010	—	`conf`	Human Activity Recognition Using Inertial/Magnetic Sensor Units. HBU Kerem Altun, Billur Barshan
2010	J	`jnl`	Representing and evaluating ultrasonic maps using active snake contours and Kohonen's self-organizing feature maps. Auton. Robots Kerem Altun, Billur Barshan
2009	J	`jnl`	Classifying Human Leg Motions with Uniaxial Piezoelectric Gyroscopes. Sensors Orkun Tunçel, Kerem Altun, Billur Barshan
2008	—	`conf`	A comparative study on the processing of ultrasonic arc maps. EUSIPCO Billur Barshan
2008	—	`conf`	Employing active contours and artificial neural networks in representing ultrasonic range data. EUSIPCO Kerem Altun, Billur Barshan
2008	—	`conf`	Performance Evaluation of Ultrasonic Arc Map Processing Techniques by Active Snake Contours. EUROS Kerem Altun, Billur Barshan
2007	J	`jnl`	Directional Processing of Ultrasonic Arc Maps and its Comparison with Existing Techniques. Int. J. Robotics Res. Billur Barshan
2007	J	`jnl`	Target differentiation with simple infrared sensors using statistical pattern recognition techniques. Pattern Recognit. Billur Barshan, Tayfun Aytaç, Çagri Yüzbasioglu
2006	—	`conf`	Statistical Pattern Recognition Techniques for Target Differentiation using Infrared Sensor. MFI Tayfun Aytaç, Çagri Yüzbasioglu, Billur Barshan
2005	A	`conf`	A new method for range estimation using simple infrared sensors. IROS Çagri Yüzbasioglu, Billur Barshan
2005	—	`conf`	Extraction of target features using infrared intensity signals. EUSIPCO Tayfun Aytaç, Billur Barshan
2005	A	`conf`	Surface differentiation and localization by parametric modeling of infrared intensity scans. IROS Tayfun Aytaç, Billur Barshan
2004	J	`jnl`	Fuzzy clustering and enumeration of target type based on sonar returns. Pattern Recognit. Billur Barshan, Birsel Ayrulu
2004	—	`conf`	Surface recognition by parametric modeling of infrared intensity signals. EUSIPCO Tayfun Aytaç, Billur Barshan
2003	J	`jnl`	Comparative analysis of different approaches to target differentiation and localization with sonar. Pattern Recognit. Billur Barshan, Birsel Ayrulu
2002	A	`conf`	Differentiation and localization of target primitives using infrared sensors. IROS Tayfun Aytaç, Billur Barshan
2002	J	`jnl`	Fractional Fourier transform pre-processing for neural networks and its application to object recognition. Neural Networks Billur Barshan, Birsel Ayrulu
2002	J	`jnl`	Reliability measure assignment to sonar for robust target differentiation. Pattern Recognit. Birsel Ayrulu, Billur Barshan
2001	J	`jnl`	Morphological surface profile extraction with multiple range sensors. Pattern Recognit. Billur Barshan, Deniz Baskent
2001	J	`jnl`	Neural networks for improved target differentiation and localization with sonar. Neural Networks Birsel Ayrulu, Billur Barshan
2000	A*	`conf`	Neural Network Based Target Differentiation using Sonar for Robotics Applications. ICRA Billur Barshan, Birsel Ayrulu, Simukai W. Utete
2000	J	`jnl`	Neural network-based target differentiation using sonar for robotics applications. IEEE Trans. Robotics Autom. Billur Barshan, Birsel Ayrulu, Simukai W. Utete
1999	—	`conf`	Analysis of morphological surface profile extraction with multiple sonar range measurements. NSIP Billur Barshan, Deniz Baskent
1999	J	`jnl`	Location and curvature estimation of spherical targets using multiple sonar time-of-flight measurements. IEEE Trans. Instrum. Meas. Billur Barshan
1999	J	`jnl`	Surface Profile Determination from Multiple Sonar Data Using Morphological Processing. Int. J. Robotics Res. Deniz Baskent, Billur Barshan
1999	J	`jnl`	Voting as Validation in Robot Programming. Int. J. Robotics Res. Simukai W. Utete, Billur Barshan, Birsel Ayrulu
1998	J	`jnl`	Identification of Target Primitives with Multiple Decision-Making Sonars Using Evidential Reasoning. Int. J. Robotics Res. Birsel Ayrulu, Billur Barshan
1998	A	`conf`	Morphological surface profile extraction from multiple sonars. IROS Deniz Baskent, Billur Barshan
1997	A*	`conf`	Target identification with multiple logical sonars using evidential reasoning and simple majority voting. ICRA Birsel Ayrulu, Billur Barshan, Simukai W. Utete
1996	A*	`conf`	Location and curvature estimation of "spherical" targets using a flexible sonar configuration. ICRA Billur Barshan
1995	—	`conf`	A comparison of two methods for fusing information from a linear array of sonar sensors for obstacle localization. IROS (2) Orhan Arikan, Billur Barshan
1995	J	`jnl`	Inertial navigation systems for mobile robots. IEEE Trans. Robotics Autom. Billur Barshan, Hugh F. Durrant-Whyte
1994	A	`conf`	Orientation estimate for mobile robots using gyroscopic information. IROS Billur Barshan, Hugh F. Durrant-Whyte
1993	A	`conf`	An inertial navigation system for a mobile robot. IROS Billur Barshan, Hugh F. Durrant-Whyte
1992	J	`jnl`	A bat-like sonar system for obstacle localization. IEEE Trans. Syst. Man Cybern. Billur Barshan, Roman Kuc
1992	A	`conf`	Docking Mobile Robots Using A Bat-like Sonar. IROS Roman Kuc, Billur Barshan
1992	A*	`conf`	ROBAT: a sonar-based mobile robot for bat-like prey capture. ICRA Billur Barshan, Roman Kuc
1991	Misc	`conf`	Active sonar for obstacle localization using envelope shape information. ICASSP Billur Barshan, Roman Kuc
1990	J	`jnl`	Differentiating Sonar Reflections from Corners and Planes by Employing an Intelligent Sensor. IEEE Trans. Pattern Anal. Mach. Intell. Billur Barshan, Roman Kuc
1989	A*	`conf`	Navigating vehicles through an unstructured environment with sonar. ICRA Roman Kuc, Billur Barshan