Comprehensive Environmental Monitoring System for Industrial and Mining Enterprises Using Multimodal Deep Learning and CLIP Model by Shuqin Wang, Na Cheng, Yan Hu

“…Addressing the challenges of limited accuracy in anomaly detection within comprehensive environmental monitoring of industrial and mining enterprises, and the constraints posed by singular data modalities, this study proposes an integration of a multimodal Long Short-Term Memory (LSTM) model with the Contrastive Language-Image Pretraining (CLIP) model. The initial phase employs ResNet within the CLIP model for extracting image features, and a Transformer for encoding text features. …”
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Effect of the Field of View Size on CBCT Artifacts Caused by the Presence of Metal Objects in the Exomass by Yaser Safi, Mitra Ghazizadeh Ahsaie, Maede Jafarian Amiri

“…Using a smaller FOV increases the size of the exomass, which may negatively affect the image quality. Metal objects in the exomass decrease the GV of CBCT scans and adversely affect the image quality.…”
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A semi-supervised deep neuro-fuzzy iterative learning system for automatic segmentation of hippocampus brain MRI by M Nisha, T Kannan, K Sivasankari

“…Unlike the existing approaches such as UNet and Convolutional Neural Networks (CNN), the proposed algorithm generates an image that is similar to a real image by learning the distribution much more quickly by the semi-supervised iterative learning algorithm of the Deep Neuro-Fuzzy (DNF) technique. …”
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Application of Convolutional Neural Networks and Recurrent Neural Networks in Food Safety by Haohan Ding, Haoke Hou, Long Wang, Xiaohui Cui, Wei Yu, David I. Wilson

“…This paper highlights the advantages of CNNs in image processing and feature recognition, as well as the powerful capabilities of RNNs (especially their variant LSTM) in time series data modeling. …”
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Sing A Song for Home: How Displaced Iranian Song-Writers in LA Conceive of Home and Homeland by Pouya Morshedi, Lisa-Jo K. van den Scott

“…We explain how these themes are related to Iran’s situation post-revolution, the image of the Iranian home, and the singers’ situation in Los Angeles after the revolution. …”
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Adaptive Learning Algorithms for Low Dose Optimization in Coronary Arteries Angiography: A Comprehensive Review by Komal Tariq, Muhammad Adnan Munir, Hafiza Tooba Aftab, Amir Naveed, Ayesha Yousaf, Sajjad Ul Hassan

“…It underscores the importance of safer imaging practices without compromising diagnostic efficacy. …”
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A Driver Behavior Detection Model for Human-Machine Co-Driving Systems Based on an Improved Swin Transformer by Junhua Cui, Yunxing Chen, Zhao Wu, Huawei Wu, Wanghao Wu

“…First, the efficient channel attention (ECA) module is added after the self-attention mechanism of the Swin transformer model so that the channel features can be dynamically adjusted according to their importance, thus enhancing the model’s attention to the important channel features. Then, the image preprocessing of the public State Farm dataset and expansion of the original image dataset is carried out. …”
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An Ensemble Based Machine Learning Classification for Automated Glaucoma Detection by Digvijay J. Pawar, Yuvraj K. Kanse, Suhas S. Patil

“…This paper has proposed an approach for effectively extracting the key features of colour retinal fundus images and categorizing them as normal or glaucomatous. …”
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Comparative Analysis of Vanilla CNN and Transfer Learning Models for Glaucoma Detection by Brendan Ubochi, Abayomi E. Olawumi, John Macaulay, Oyawoye I. Ayomide, Kayode F. Akingbade

“…Recently, computational models for image classification have enabled early detection of glaucoma from OCT scans of patients and will potentially augment the medical diagnosis of this disease. …”
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Visualization of the Book: Graphic Metaphors in Art Decoration of Ukrainian Church Editions of the Baroque Epoque by Olena Kurhanova

“…It visually generalizes the image of the church book edition, printed due to support of notable person. …”
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Cone-Beam Computed Tomography and Radiographs in Dentistry: Aspects Related to Radiation Dose by Diego Coelho Lorenzoni, Ana Maria Bolognese, Daniela Gamba Garib, Fabio Ribeiro Guedes, Eduardo Franzotti Sant’Anna

“…In addition to the radiation dose, image quality and diagnostic needs should be strongly taken into account.…”
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Pengembangan Inovasi Produk, Marketing Strategy, dan Rebranding Plan UMKM Warung Moro Wareg, Kabupaten Kediri by Anik Kurnia Ningsih, Nuraini Kusuma Ningsih, Rizka Dwi Yulian Pertiwi, Meina Putri Suryani, Kukuh Arisetyawan

“…Marketing that is less than optimal is one of the common problems. Product image and innovation are the keys to achieving consumer satisfaction. …”
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A novel transmission-augmented deep unfolding network with consideration of residual recovery by Zhijie Zhang, Huang Bai, Ljubiša Stanković, Junmei Sun, Xiumei Li

“…Experiments on reconstructing CS images demonstrate the effectiveness of the proposed networks.…”
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Psychosocial and Quality of Life Outcomes of Prosthetic Auricular Rehabilitation with CAD/CAM Technology by Chi Keung Tam, Colman Patrick McGrath, Samuel Mun Yin Ho, Edmond Ho Nang Pow, Henry Wai Kuen Luk, Lim Kwong Cheung

“…The domain scores in ‘‘Body image’’, ‘‘Family/friends/strangers’’, and ‘‘Mood’’ were also significantly higher (P<0.05) at 1 year postoperatively than 1 week postoperatively. …”
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A Marine Object Detection Algorithm Based on SSD and Feature Enhancement by Kai Hu, Feiyu Lu, Meixia Lu, Zhiliang Deng, Yunping Liu

“…Firstly, according to the spiny-edge characteristics of a sea urchin, a multidirectional edge detection algorithm is proposed to enhance the feature, which is taken as the 4th channel of image and the original 3 channels of underwater image together as the input for the further deep learning. …”
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Dilemmas with brand management in clusters by Barbara Szymoniuk

“…Dilemmas and problems of the shared responsibility for the image appear, are related to the necessity of reconciling the interests of various members of the cluster (in the sphere of image and tax issues), including the members who own their own trademarks; the interests of the territory and the environment the cluster originates from, as well as of institutions funding the development of clusters from aid funds from the European Union. …”
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Context-Aware Fine-Grained Product Recognition on Grocery Shelves by Lovre Antonio Budimir, Zoran Kalafatic, Marko Subasic, Sven Loncaric

“…Product recognition is a fine-grained image retrieval problem because grocery stores can contain several thousand products on their shelves, some of which have minimal visual differences. …”
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Autonomous Streaming Space Objects Detection Based on a Remote Optical System by V. S. Baranova, V. A. Saetchnikov, A. A. Spiridonov

“…Traditional image processing techniques provide sustainable efficiency in the astrometry of deep space objects and in applied problems of determining the parameters of artificial satellite orbits. …”
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Implementasi You Look Only Once (Yolo) Untuk Manajemen Parkir Di PT. Royal Dparagon Land by paulus harsadi, ilham ramadhan

“…Penelitian ini telah diuji menggunakan metode Image Processing yang menunjukkan bahwa keseluruhan sistem dapat berfungsi sesuai dengan yang diharapkan. …”
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Enhanced Emotion-Aware Conversational Agent: Analyzing User Behavioral Status for Tailored Reponses in Chatbot Interactions by S. Abinaya, K. S. Ashwin, A. Sherly Alphonse

“…Then, to improve emotion recognition, it preprocesses the image through brightness adjustments and contrast enhancement with Automatic CLAHE and dual gamma correction. …”
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