A Comparative Study of Preprocessing and Model Compression Techniques in Deep Learning for Forest Sound Classification
A Comparative Study of Preprocessing and Model Compression Techniques in Deep Learning for Forest Sound Classification
Sensors 2024, 24(4), 1149
Sensors 2024, 24(4), 1149
Thivindu Paranayapa, Piumini Ranasinghe, Dakshina Ranmal, Dulani Meedeniya and Charith Perera
Thivindu Paranayapa, Piumini Ranasinghe, Dakshina Ranmal, Dulani Meedeniya and Charith Perera
Internet of Things Network for Forest Observatory (Sabah, Malaysia Borneo Island Deployment)
Internet of Things Network for Forest Observatory (Sabah, Malaysia Borneo Island Deployment)
Technical Report, 2023
Technical Report, 2023
Sharadha Kariyawasam, Behzad Heravi, Pablo Orozco Ter Wengel, Benoit Goossens, Omer Rana, Charith Perera
Sharadha Kariyawasam, Behzad Heravi, Pablo Orozco Ter Wengel, Benoit Goossens, Omer Rana, Charith Perera
A Survey on Deep Learning Based Forest Environment Sound Classification at the Edge
A Survey on Deep Learning Based Forest Environment Sound Classification at the Edge
ACM Computing Surveys, Volume 56, Issue 3 Article No 66 pp 1–36
ACM Computing Surveys, Volume 56, Issue 3 Article No 66 pp 1–36
Dulani Meedeniya, Isuru Ariyarathne,Meelan Bandara, Roshinie Jayasundara, Charith Perera
Dulani Meedeniya, Isuru Ariyarathne,Meelan Bandara, Roshinie Jayasundara, Charith Perera
ForestQB: An Adaptive Query Builder to Support Wildlife Research
ForestQB: An Adaptive Query Builder to Support Wildlife Research
12th International Semantic Web Conference (Posters & Demonstrations Track), Hangzhou, China, October 23-27, 2022.
12th International Semantic Web Conference (Posters & Demonstrations Track), Hangzhou, China, October 23-27, 2022.
Omar Mussa, Omer Rana, Benoît Goossens, Pablo Orozco-terWengel and Charith Perera
Omar Mussa, Omer Rana, Benoît Goossens, Pablo Orozco-terWengel and Charith Perera
Forest Sound Classification Dataset: FSC22
Forest Sound Classification Dataset: FSC22
MDPI Sensors 2023, pp. 1-22
MDPI Sensors 2023, pp. 1-22
Meelan Bandara, Roshinie Jayasundara, Isuru Ariyarathne, Dulani Meedeniya and Charith Perera
Meelan Bandara, Roshinie Jayasundara, Isuru Ariyarathne, Dulani Meedeniya and Charith Perera
Automated License Plate Recognition for Resource-Constrained Environments
Automated License Plate Recognition for Resource-Constrained Environments
MDPI Sensors, 2022, pp. 1-29
MDPI Sensors, 2022, pp. 1-29
Heshan Padmasiri, Jithmi Shashirangana, Dulani Meedeniya, Omer Rana and Charith Perera
Heshan Padmasiri, Jithmi Shashirangana, Dulani Meedeniya, Omer Rana and Charith Perera
Open Data Observatories
Open Data Observatories
Technical Report, 2021, pp. 1-30
Technical Report, 2021, pp. 1-30
Naeima Hamed, Omer Rana, Pablo Orozco-terWengel, Benoît Goossens, Charith Perera
Naeima Hamed, Omer Rana, Pablo Orozco-terWengel, Benoît Goossens, Charith Perera
Inferring Latent Patterns in Air Quality from Urban Big Data
Inferring Latent Patterns in Air Quality from Urban Big Data
IEEE Internet of Things Magazine (IOTM), Volume 4, Issue 1, March 2021
IEEE Internet of Things Magazine (IOTM), Volume 4, Issue 1, March 2021
Suparna De, Usamah Jassat, Wei Wang, Charith Perera, and Klaus Moessner
Suparna De, Usamah Jassat, Wei Wang, Charith Perera, and Klaus Moessner
Data-Driven Air Quality Characterization for Urban Environments: A Case Study
Data-Driven Air Quality Characterization for Urban Environments: A Case Study
IEEE Access (ACCESS) , Volume 6, 2018, Pages 77996-78006
IEEE Access (ACCESS) , Volume 6, 2018, Pages 77996-78006
Yuchao Zhou, Suparna De, Gideon Ewa, Charith Perera, Klaus Moessner
Yuchao Zhou, Suparna De, Gideon Ewa, Charith Perera, Klaus Moessner
License plate recognition using neural architecture search for edge devices
License plate recognition using neural architecture search for edge devices
Int J Intell Syst. 2021; 1- 38
Int J Intell Syst. 2021; 1- 38
Jithmi Shashirangana, Heshan Padmasiri, Dulani Meedeniya, Charith Perera, Soumya R. Nayak, Janmenjoy Nayak, Shanmuganthan Vimal, Seifidine Kadry
Jithmi Shashirangana, Heshan Padmasiri, Dulani Meedeniya, Charith Perera, Soumya R. Nayak, Janmenjoy Nayak, Shanmuganthan Vimal, Seifidine Kadry
Exploring the Suitability of BLE Beacons to Track Poacher Vehicles in Harsh Jungle Terrains
Exploring the Suitability of BLE Beacons to Track Poacher Vehicles in Harsh Jungle Terrains
IEEE 6th World Forum on Internet of Things (WF-IoT), New Orleans, LA, USA, 2020, pp. 1-6
IEEE 6th World Forum on Internet of Things (WF-IoT), New Orleans, LA, USA, 2020, pp. 1-6
Karan Juj and Charith Perera
Karan Juj and Charith Perera
Automated License Plate Recognition: A Survey on Methods and Techniques
Automated License Plate Recognition: A Survey on Methods and Techniques
IEEE Access,, 2020 vol. 9, pp. 11203-11225
IEEE Access,, 2020 vol. 9, pp. 11203-11225
Jithmi Shashirangana, Heshan Padmasiri, Dulani Meedeniya, Charith Perera
Jithmi Shashirangana, Heshan Padmasiri, Dulani Meedeniya, Charith Perera
Analysing Environmental Impact of Large-Scale Events in Public Spaces with Cross-Domain Multimodal Data Fusion
Analysing Environmental Impact of Large-Scale Events in Public Spaces with Cross-Domain Multimodal Data Fusion
IEEE 6th World Forum on Internet of Things (WF-IoT), New Orleans, LA, USA, 2020, pp. 1-6
IEEE 6th World Forum on Internet of Things (WF-IoT), New Orleans, LA, USA, 2020, pp. 1-6
Suparna De, Wei Wang, Yuchao Zhou, Charith Perera, Klaus Moessner, Mansour Naser Alraja
Suparna De, Wei Wang, Yuchao Zhou, Charith Perera, Klaus Moessner, Mansour Naser Alraja
Low-Cost SMS Driven Location Tracking Platform Towards Anti-Poaching Efforts
Low-Cost SMS Driven Location Tracking Platform Towards Anti-Poaching Efforts
Technical Report. 2020
Technical Report. 2020
Jack Burkett, Pablo Orozco Ter Wengel, Benoit Goossens, Omer Rana, Charith Perera
Jack Burkett, Pablo Orozco Ter Wengel, Benoit Goossens, Omer Rana, Charith Perera
Internet of Things for Efficient Wildlife Conservation: Challenges and Opportunities
Internet of Things for Efficient Wildlife Conservation: Challenges and Opportunities
GCRF Facilitation Grant Report. 2019
GCRF Facilitation Grant Report. 2019
Charith Perera, Omer Rana, Benoît Goossens, Pablo Orozco-ter Wengel
Charith Perera, Omer Rana, Benoît Goossens, Pablo Orozco-ter Wengel