Amila Akagic

32 papers B 1C 6Journal 12Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Anomaly detection in smart grid time-series data using Graph Deviation Networks.
Eng. Appl. Artif. Intell.
Dzenita Dzafic, Izudin Dzafic, Amila Akagic
2026 J jnl
Exploring the Impact of Skin Color on Skin Lesion Segmentation.
CoRR
Kuniko Paxton, Medina Kapo, Amila Akagic, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos
2025 J jnl
Comparative Analysis of CNN Performance in Keras, PyTorch and JAX on PathMNIST.
CoRR
Anida Nezovic, Jalal Romano, Nada Maric, Medina Kapo, Amila Akagic
2025 J jnl
Improving Diagnostic Accuracy of Pigmented Skin Lesions With CNNs: an Application on the DermaMNIST Dataset.
CoRR
Nerma Kadric, Amila Akagic, Medina Kapo
2025 J jnl
Performance comparison of medical image classification systems using TensorFlow Keras, PyTorch, and JAX.
CoRR
Merjem Becirovic, Amina Kurtovic, Nordin Smajlovic, Medina Kapo, Amila Akagic
2025 — conf
Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML.
IMBSA
Kuniko Paxton, Koorosh Aslansefat, Amila Akagic, Dhavalkumar Thakker, Yiannis Papadopoulos
2025 J jnl
Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML.
CoRR
Kuniko Paxton, Koorosh Aslansefat, Amila Akagic, Dhavalkumar Thakker, Yiannis Papadopoulos
2024 J jnl
Enhancing smart grid resilience with deep learning anomaly detection prior to state estimation.
Eng. Appl. Artif. Intell.
Amila Akagic, Izudin Dzafic
2024 C conf
Exploring Convolutional Autoencoder Efficacy in Noise Removal for Image Processing and Computer Vision: A Study Using the MNIST Dataset.
CoDIT
Elma Kandic, Amila Akagic, Mahdi Bohlouli
2024 C conf
Exploring the Impact of Real and Synthetic Data in Image Classification: A Comprehensive Investigation Using CIFAKE Dataset.
CoDIT
Amila Akagic, Emir Buza, Medina Kapo, Mahdi Bohlouli
2024 C conf
Semantic Segmentation of Brain Tumors: A Performance Evaluation Using DeepLabV3+, UNet, and Intel's OpenVINO Toolkit.
CoDIT
Medina Kapo, Amila Akagic, Emir Buza
2023 — conf
Early Stage Flame Segmentation with Deep Learning and Intel's OpenVINO Toolkit.
ICAT
Medina Kapo, Adnan Sabanovic, Amila Akagic, Emir Buza
2023 — conf
Early Stage Flame Segmentation with DeepLabv3+ and Weighted Cross-Entropy.
ICAT
Adnan Sabanovic, Negra Ahmetspahic, Medina Kapo, Emir Buza, Amila Akagic
2022 — conf
Computer Vision with 3D Point Cloud Data: Methods, Datasets and Challenges.
ICAT
Amila Akagic, Senka Krivic, Harun Dizdar, Jasmin Velagic
2022 — conf
Deep Reinforcement Learning in Smart Grid: Progress and Prospects.
ICAT
Amila Akagic, Izudin Dzafic
2022 — conf
Multilevel image thresholding based on Rao algorithms and Kapur's Entropy.
ICAT
Emir Turajlic, Emir Buza, Amila Akagic
2022 J jnl
Unsupervised Method for Wildfire Flame Segmentation and Detection.
IEEE Access
Emir Buza, Amila Akagic
2021 — conf
Multiple Object Trackers in OpenCV: A Benchmark.
ISIE
Nadja Dardagan, Adnan Brdanin, Dzemil Dzigal, Amila Akagic
2021 J jnl
Multiple Object Trackers in OpenCV: A Benchmark.
CoRR
Nadja Dardagan, Adnan Brdjanin, Dzemil Dzigal, Amila Akagic
2020 C conf
Low cost UGV platform for autonomous 2D navigation and map-building based on a single sensory input.
CoDIT
Edvin Teskeredzic, Amila Akagic
2020 C conf
Single Object Trackers in OpenCV: A Benchmark.
INISTA
Adnan Brdjanin, Nadja Dardagan, Dzemil Dzigal, Amila Akagic
2020 — conf
Two approaches in solving Rubik's cube with Hardware-Software Co-design.
MIPRO
Emir Barucija, Amila Akagic, Samir Ribic, Zeljko Juric
2018 — conf
OpenCL Superpixel Implementation on a General Purpose Multi-core CPU.
IST
Hana Haseljic, Emir Cogo, Irfan Prazina, Razija Turcinhodzic, Emir Buza, Amila Akagic
2018 — conf
Pavement crack detection using Otsu thresholding for image segmentation.
MIPRO
Amila Akagic, Emir Buza, Samir Omanovic, Almir Karabegovic
2018 C conf
Superpixel Accelerator for Computer Vision Applications on Arria 10 SoC.
DDECS
Amila Akagic, Emir Buza, Razija Turcinhodzic, Hana Haseljic, Hiroyuki Noda, Hideharu Amano
2017 — conf
A hybrid method for prediction of protein secondary structure based on multiple artificial neural networks.
MIPRO
Haris Hasic, Emir Buza, Amila Akagic
2017 — conf
Pothole detection: An efficient vision based method using RGB color space image segmentation.
MIPRO
Amila Akagic, Emir Buza, Samir Omanovic
2013 J jnl
Design and Implementation of IP-based iSCSI Offload Engine on an FPGA.
IPSJ Trans. Syst. LSI Des. Methodol.
Amila Akagic, Hideharu Amano
2013 J jnl
High-Speed Fully-Adaptable CRC Accelerators.
IEICE Trans. Inf. Syst.
Amila Akagic, Hideharu Amano
2012 — conf
A study of adaptable co-processors for Cyclic Redundancy Check on an FPGA.
FPT
Amila Akagic, Hideharu Amano
2012 B conf
Performance analysis of fully-adaptable CRC accelerators on an FPGA.
FPL
Amila Akagic, Hideharu Amano
2011 J jnl
High speed CRC with 64-bit generator polynomial on an FPGA.
SIGARCH Comput. Archit. News
Amila Akagic, Hideharu Amano