Search Results - spatial information based adaptive framework

VS-BIM: a cognitive map-driven framework enhancing MLLM for automatic safety inspection in construction by Wang, Lei, Liu, Yu, Wang, Cunrui, An, Hongda, Li, Yiting

“…To address this, we propose VS-BIM, a generative zero-shot framework driven by cognitive maps. We reconstruct 3D scenes from panoramic video and Building Information Models (BIM), and align visual and semantic information into a queryable 3D cognitive map that serves as the spatial working memory for MLLMs. …”
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On-orbit spatial image characterisation and restoration based on stochastic characteristic targets / Wong Soo Mee by Wong , Soo Mee

“…Therefore, in the second framework, this thesis exploits the image properties and shows that only one image property used in a regularization-based framework is insufficient to obtain satisfying restoration results. …”
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Spatial Analysis of Flood-Prone Areas in Padang Terap, Kedah: Integrating Spatial Autocorrelation and Optimized Hotspot Analysis by Azizul, Ahmad, Mohd Zulhafiz, Said, Salfarina, Abdul Gapor, Lindah Roziani, Jamru, Norita, Jubit, Sumayyah Aimi, Mohd Najib, Tarmiji, Masron, Nur Afiqah, Ariffin, Yaniza Shaira, Zakaria

“…Flooding increasingly threatens socio-economic resilience in Malaysia, particularly in vulnerable districts such as Padang Terap, Kedah. Using a GIS-based framework integrating Spatial Autocorrelation (Moran’s I) and Optimized Hotspot Analysis (Getis-Ord Gi*), this study quantifies spatial clustering of flood-prone areas across four inundation levels (0.3 m–3.7 m). …”
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Hybrid approach on multi- spatiotemporal data framework towards analysis of long-lead upstream flood: a case of Niger State, Nigeria by Ndanusa, Ahmed Babalaji

“…In developing the proposed framework, the spatial images were geometrically and radiometrically corrected with the aid of Quantum Geographic Information System (QGIS). …”
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Development Of Stereo-Matching Algorithm Based On Adaptive Weighted Prediction by Abd Razak, Siti Safwana

“…Comparison of this framework continue in some of the state-of-the-arts algorithm in the literature and the results is outperformed based on the proposed algorithm experimental result.…”
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Modified recency-frequency-monetary model for determining feeder schools as geomarketing promotional target in Indonesia by Ernawati

“…Therefore, this study includes geographic information. Besides, only a small amount of research, especially in the education field, has combined RFM model with geographic information and analyzed it spatially. …”
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Mapping heterogeneous urban landscapes from the fusion of digital surface model and unmanned aerial vehicle-based images using adaptive multiscale image segmentation and classifica... by Gibril, Mohamed Barakat A., Kalantar, Bahareh, Al-Ruzouq, Rami, Ueda, Naonori, Saeidi, Vahideh, Shanableh, Abdallah, Mansor, Shattri, Mohd Shafri, Helmi Zulhaidi

“…Two UAV-based datasets were used to develop and assess the effectiveness of the proposed framework. …”
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The integration of 3D GIS and virtual technology in the design and development of GIS-based residential property marketing information / Siti Aekbal Salleh by Salleh, Siti Aekbal

“…Decades ago property information such as location-based data were recorded and displayed on thousands of maps. …”
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Development of GIS-based classroom management information system in UiTM / Noraini Ismail, Abdul Rauf Abdul Rasam and Mohd Halmi Kamaruddin by Ismail, Noraini, Abdul Rasam, Abdul Rauf, Kamaruddin, Mohd Halmi

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Efficient NASNetMobile-enhanced Vision Transformer for weakly supervised video anomaly detection by Arif Mohamad, Muhammad Luqman, Abd Rahman, Mohd Amiruddin, Mohd Shah, Nurisya, Kumar Sangaiah, Arun

“…This research presents NASNetMobile–EViT, a lightweight framework that addresses both the computational burden and the contextual information deficiency that hinder weakly supervised anomaly detection. …”
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Smile detection using hybrid face representation by Arigbabu, Olasimbo Ayodeji, Mahmood, Saif, Syed Ahmad Abdul Rahman, Sharifah Mumtazah, Arigbabu, Abayomi A.

“…Second, in order to minimize redundancy and extract the most relevant facial information from the feature vectors, a correlation based filter feature selection approach is adopted. …”
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MSMD-YOLO: enhanced printed circuit board defect detection with a multi-scale merging and attention network by Deng, Chan, Abdul Rahman, Ribhan Zafira, Ishak, Asnor Juraiza, Raja Ahmad, Raja Kamil

“…However, the tiny size of defects, complex textures, and irregular geometries present major challenges to existing vision-based approaches. To overcome these limitations, this study introduces MSMD-YOLO, an enhanced detection framework developed as a next-generation extension of YOLOv11 [1] for PCB inspection. …”
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Improving multi-resident activity recognition in smart home using multi label classification with adaptive profiling by Mohamed, Raihani

“…Nevertheless, the learning complexity of classification is increased due to the increment number of residences and activities are also intricate. Therefore, Adaptive Profiling (AP) for multi-resident involving context information includes temporal and spatial information is proposed to address the class-overlapping using Expectation-Maximization (EM) clustering. …”
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Agricultural adaptation and climate change policy for crop production in Africa by Khan, Moin Ahmad, Akhtar, Mohd. Sayeed

“…Comprehensive policy frameworks are therefore required to expand the climate change adaptation horizons beyond the boundaries of current farming systems. …”
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Leveraging sMRI, Self-Attention Mechanisms, and Evolving Spiking Neural Networks for Enhanced Suicide Ideation Detection in Depressed Young Adults by Corrine, Francis, Abdulrazak Yahya, Saleh

“…ESNNs, inspired by the brain's information processing mechanisms, excel at capturing temporal and spatial patterns in data, making them well-suited for modeling the complex dynamics of SI risk factors. …”
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Wifi-based location-independent human activity recognition and localization using deep learning by Abuhoureyah, Fahd Saad Amed

“…The study aims to advance methodologies to mitigate challenges arising from environmental dependency and multi-user effects, enhancing the precision and adaptability of WiFi-based HAR systems for reliable and robust performance across diverse environmental contexts. …”
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Uncertainty analysis of extreme hydrological events in the semi-arid Zayanderood Basin, central Iran by Mirzaei, Majid

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Engaging in social interaction: relationships between the accessibility of path structure and intensity of passive social interaction in urban parks by Tahroodi, Faezeh Mohammadi, Ujang, Norsidah

“…It facilitates relief and rests from a stressful modern lifestyle that significantly impacts their mental health and well-being. The framework applied in this research integrates the social, spatial and physical aspects of parks design. …”
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