Search Results - "Nugroho, Hermawan"

Resource-optimized cnns for real-time rice disease detection with ARM cortex-M microprocessors by Nugroho, Hermawan, Chew, Jing Xan, Eswaran, Sivaraman, Tay, Fei Siang

“…This study explores the application of Artificial Intelligence (AI), specifically Convolutional Neural Networks (CNNs), for detecting rice plant diseases using…”
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Comparative study on the performance of deep learning implementation in the edge computing: Case study on the plant leaf disease identification by Wei, Soo Jun, Al Riza, Dimas Firmanda, Nugroho, Hermawan

“…This research examines and explores four different pre-trained CNN deep learning models (AlexNet, VGG16, ResNet50, and DenseNet121) to be adopted as edge…”
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Effective Edge Solution for Early Detection of Rice Disease on ARM- M Microcontroller by Jing Xan, Chew, Nugroho, Hermawan, Eswaran, Sivaraman, Fei Siang, Tay

“…The increasing need for efficient and sustainable agriculture has driven the adoption of advanced technologies like Artificial Intelligence (AI) in crop…”
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A Novel Approach of IoT Stream Sampling and Model Update on the IoT Edge Device for Class Incremental Learning in an Edge-Cloud System by Dube, Swaraj, Wan, Wong Yee, Nugroho, Hermawan

“…With the exponential rise of the number of IoT devices, the amount of data being produced is massive. Thus, it is unfeasible to send all the raw data directly…”
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Dynamic sampling of images from various categories for classification based incremental deep learning in fog computing by Dube, Swaraj, Wong, Yee Wan, Nugroho, Hermawan

“…Incremental learning evolves deep neural network knowledge over time by learning continuously from new data instead of training a model just once with all data…”
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Electric Wheelchair Control using Wrist Rotation based on Analysis of Muscle Fatigue by Rusydi, Muhammad Ilhamdi, Khairiah, Mir'atul, Hadi, Kalputra, Syafii, Setiawan, Agung Wahyu, Reni, Ises, Nugroho, Hermawan, Windasari, Noverika

“…The wheelchair is one of the most common assistive technologies for people with motor impairment, due to its environmentally friendly features in terms of…”
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Enzyme dosage detection to degrade feathers in edible bird’s nests: A comparative convolutional neural networks study by Liana, Verianti, Arifiandika, Rizal, Rohmatulloh, Bagas, Nafi’ah, Riris Waladatun, Hidayat, Arif, Hendrawan, Yusuf, Al-Riza, Dimas Firmanda, Mahatmanto, Tunjung, Nugroho, Hermawan

“…Edible Bird’s Nest (EBN), a costly food product made from swiftlet’s saliva, has encountered a longstanding problem of plucking the swiftlet’s feather from the…”
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The Design of VBee Diary Writing Application by Sidupa, Christiana, Nugroho, Hermawan, Perdani, Yella Dezas

“…The development of critical thinking, creativity, and communication abilities is facilitated by the acquisition of writing skills, which are significant for…”
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Hand Gesture Wheelchair Control Based on the Wrist Rotation with Agglomerative Hierarchical Clustering Method by Rusydi, Muhammad Ilhamdi, Ropita Sari, Yuli Afmi, Jordan, Adam, Syafii, Rahmadani, Fiqi, Nugroho, Hermawan, Setiawan, Agung Wahyu

“…A person with disabilities is in a state of self-limitation, which can be physical, cognitive, mental, sensory, emotional, and other, so they need assistive…”
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Robust and Reliable LiDAR Signal Filtering using Recursive Weighted Myriad-Based Filter by Khoo, Khai-Hoong, Pu, Chuan-Hsian, Shanmugam, S. Anandan, Ooi, Pei Cheng, Aparow, Vimal Rau A-L, Nugroho, Hermawan

“…The echoes of the LiDAR signal could experience various sporadic reflections from the external clutters of the environment, this is particularly prominent in…”
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A Spatio-Temporal Neural Network Approach for Predicting Traffic Accident Hotspot Areas: A Case Study in Bandung City by Nugroho, Hermawan Wiwit, Akbar, Saiful

“…Traffic accidents are the most significant cause of human death after disease, with the majority of victims being of productive age. In order to decrease the…”
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A hybrid EEG and head motion system for smart home control for disabled people by Jayakody Arachchige, Minoru Dhananjaya, Nafea, Marwan, Nugroho, Hermawan

“…This paper presents a hybrid electroencephalography (EEG)-based brain-computer interface system combined with head motion sensing for smart home control to…”
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Developing renewable energy in developing countries: A lesson from Indonesia by Nugroho, Hermawan, Fei-Lu, Siaw, Firmansyah

“…Global energy consumption grows faster than world population. It is projected that the next growth will be driven by developing countries in Asia region. As…”
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Deep Neural Networks Selection for Lift Components Identification: Answering Industry-Specific Needs by Pascual, Edy Tenorio, Nugroho, Hermawan

“…Lift component identification is an image classification task that can be repetitive, costly, and risky to lift technicians in hazardous environments like…”
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Objective assessment of vitiligo with a computerised digital imaging analysis system by Shamsudin, Norashikin, Hussein, Suraiya H, Nugroho, Hermawan, Ahmad Fadzil, Mohd Hani

“…An objective tool to quantify treatment response in vitiligo is currently lacking. This study aimed to objectively evaluate the treatment response in vitiligo…”
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Analysis of retinal fundus images for grading of diabetic retinopathy severity by Ahmad Fadzil, M. H., Izhar, Lila Iznita, Nugroho, Hermawan, Nugroho, Hanung Adi

“…Diabetic retinopathy (DR) is a sight threatening complication due to diabetes mellitus that affects the retina. In this article, a computerised DR grading…”
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3D surface roughness measurement for scaliness scoring of psoriasis lesions by Ahmad Fadzil, M. Hani, Prakasa, Esa, Asirvadam, Vijanth Sagayan, Nugroho, Hermawan, Affandi, Azura Mohd, Hussein, Suraiya Hani

“…Abstract Psoriasis is an incurable skin disorder affecting 2–3% of the world population. The scaliness of psoriasis is a key assessment parameter of the…”
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Forest Fire Detection for Edge Devices by Xian, Teo Khai, Nugroho, Hermawan

“…It is observed that the forest land mass was reducing rapidly from 1990 to 2020. As many plants and animals are depending on the forest, this is very alarming…”
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Computerised image analysis of vitiligo lesion: evaluation using manually defined lesion areas by Nugroho, Hermawan, Ahmad Fadzil, M Hani, Shamsudin, Norashikin, Hussein, S H

“…Vitiligo is a cutaneous pigmentary disorder characterized by depigmented macules and patches that result from loss of epidermal melanocytes. Physician…”
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Design of Hardware-in-the-loop Simulation Approach for Slip-Compensated Odometry Tracked Mobile Robot Platform by Yeh, Loh Chow, Nugroho, Hermawan

“…Skid-steer locomotion is often used on tracked vehicles such as tanks and bulldozers. The tracks on each side of the vehicle can be driven at various speeds…”
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