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2. Challenges and Key Issues in IoT Privacy and Security

Author

Kathole, Atul B., Kimbahune, Vinod V., Patil, Sonali D., Jadhav, Avinash P., Vhatkar, Kapil N., Fortino, Giancarlo, Series Editor, Liotta, Antonio, Series Editor, Prasad, Ajay, editor, Singh, Thipendra P., editor, and Dwivedi Sharma, Samidha, editor

Published
2024
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3. Leveled Approach of Context Setting in Semantic Understanding of Remote Sensing Images

Author

Ahuja, Stuti, Patil, Sonali, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Tan, Kay Chen, Series Editor, Shaw, Rabindra Nath, editor, Siano, Pierluigi, editor, Makhilef, Saad, editor, Ghosh, Ankush, editor, and Shimi, S. L., editor

Published
2024
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4. Ergonomics-Based Postural Assessment of Rural Water Fetcher

Author

Patil, Sonali, More, Sanjay, Sangale, K. K., Birajdar, Rakesh, Bhaijan, Muntasim, Pawar, Prashant M., editor, Ronge, Babruvahan P., editor, Gidde, Ranjitsinha R., editor, Pawar, Meenakshi M., editor, Misal, Nitin D., editor, Budhewar, Anupama S., editor, More, Vrunal V., editor, and Reddy, P. Venkata, editor

Published
2024
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6. Low Cost Housing Structure Using Bamboo as Reinforcement

Author

Ingawale, Aishwarya S., Pawar, Prashant M., Patil, Sonali P., Jadhav, Ravikiran P., Pawar, Prashant M., editor, Ronge, Babruvahan P., editor, Gidde, Ranjitsinha R., editor, Pawar, Meenakshi M., editor, Misal, Nitin D., editor, Budhewar, Anupama S., editor, More, Vrunal V., editor, and Reddy, P. Venkata, editor

Published
2024
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11. Smart Computer Commands Using Gesture Recognition

Author

Patil, Sonali, Mukhedker, Chinmay Shyam, Chaudhari, Mukul Sanjay, Pannu, Jaspreetsingh Kulwindarsingh, Prasannan, Varun, Bansal, Jagdish Chand, Series Editor, Deep, Kusum, Series Editor, Nagar, Atulya K., Series Editor, Yadav, Anupam, editor, Nanda, Satyasai Jagannath, editor, and Lim, Meng-Hiot, editor

Published
2023
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12. Intelligent Information System for Detection of COVID-19 Based on AI

Author

Raut, Roshani, Jadhav, Anuja, Jaiswal, Swati, Kathole, Atul, Patil, Sonali, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Gunjan, Vinit Kumar, editor, and Zurada, Jacek M., editor

Published
2023
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13. Gesture Recognition and Conversion to Speech for Specially Abled

Author

Chaudhari, Mukul, Mukhedker, Chinmay, Pannu, Jaspreet Singh, Prasannan, Varun, Patil, Sonali, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Gunjan, Vinit Kumar, editor, and Zurada, Jacek M., editor

Published
2023
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14. Application of 1-D Convolutional Neural Network for Cutting Tool Condition Monitoring: A Classification Approach

Author

Patil, Sonali S., Pardeshi, S. S., Pradhan, Nikhil, Patange, Abhishek D., Shah, Jay, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Doriya, Rajesh, editor, Soni, Badal, editor, Shukla, Anupam, editor, and Gao, Xiao-Zhi, editor

Published
2023
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15. Analysis and Evaluation of Pre-processing Techniques for Fault Detection in Thermal Images of Solar Panels

Author

Pathak, Sujata P., Patil, Sonali A., Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Shetty, N. R., editor, Patnaik, L. M., editor, and Prasad, N. H., editor

Published
2023
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20. A Comparative Evaluation of SGM Variants (including a New Variant, tMGM) for Dense Stereo Matching

Author

Patil, Sonali, Prakash, Tanmay, Comandur, Bharath, and Kak, Avinash

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

Our goal here is threefold: [1] To present a new dense-stereo matching algorithm, tMGM, that by combining the hierarchical logic of tSGM with the support structure of MGM achieves 6-8\% performance improvement over the baseline SGM (these performance numbers are posted under tMGM-16 in the Middlebury Benchmark V3 ); and [2] Through an exhaustive quantitative and qualitative comparative study, to compare how the major variants of the SGM approach to dense stereo matching, including the new tMGM, perform in the presence of: (a) illumination variations and shadows, (b) untextured or weakly textured regions, (c) repetitive patterns in the scene in the presence of large stereo rectification errors. [3] To present a novel DEM-Sculpting approach for estimating initial disparity search bounds for multi-date satellite stereo pairs. Based on our study, we have found that tMGM generally performs best with respect to all these data conditions. Both tSGM and MGM improve the density of stereo disparity maps and combining the two in tMGM makes it possible to accurately estimate the disparities at a significant number of pixels that would otherwise be declared invalid by SGM. The datasets we have used in our comparative evaluation include the Middlebury2014, KITTI2015, and ETH3D datasets and the satellite images over the San Fernando area from the MVS Challenge dataset.

Published
2019

24. A New Stereo Benchmarking Dataset for Satellite Images

Author

Patil, Sonali, Comandur, Bharath, Prakash, Tanmay, and Kak, Avinash C.

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

In order to facilitate further research in stereo reconstruction with multi-date satellite images, the goal of this paper is to provide a set of stereo-rectified images and the associated groundtruthed disparities for 10 AOIs (Area of Interest) drawn from two sources: 8 AOIs from IARPA's MVS Challenge dataset and 2 AOIs from the CORE3D-Public dataset. The disparities were groundtruthed by first constructing a fused DSM from the stereo pairs and by aligning 30 cm LiDAR with the fused DSM. Unlike the existing benckmarking datasets, we have also carried out a quantitative evaluation of our groundtruthed disparities using human annotated points in two of the AOIs. Additionally, the rectification accuracy in our dataset is comparable to the same in the existing state-of-the-art stereo datasets. In general, we have used the WorldView-3 (WV3) images for the dataset, the exception being the UCSD area for which we have used both WV3 and WorldView-2 (WV2) images. All of the dataset images are now in the public domain. Since multi-date satellite images frequently include images acquired in different seasons (which creates challenges in finding corresponding pairs of pixels for stereo), our dataset also includes for each image a building mask over which the disparities estimated by stereo should prove reliable. Additional metadata included in the dataset includes information about each image's acquisition date and time, the azimuth and elevation angles of the camera, and the intersection angles for the two views in a stereo pair. Also included in the dataset are both quantitative and qualitative analyses of the accuracy of the groundtruthed disparity maps. Our dataset is available for download at \url{https://engineering.purdue.edu/RVL/Database/SatStereo/index.html}

Published
2019

28. A Survey: Handwriting Analysis Software Using Image Preprocessing and Machine Learning

Author

Pise, Rohini, Phadkar, Noopur, Pulgam, Vaibhavee, Singh, Sahil, Patil, Sonali D., Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Kumar, Amit, editor, and Mozar, Stefan, editor

Published
2022
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29. Accelerating Polynomial-Based Image Secret Sharing Using Hadoop

Author

Patil, Sonali, Raut, Roshani, Sorte, Chaitrali, Jha, Gauri, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Marriwala, N., editor, Tripathi, C. C., editor, Jain, Shruti, editor, and Mathapathi, Shivakumar, editor

Published
2022
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30. Geospatial Object Detection for Scene Understanding Using Remote Sensing Images

Author

Ahuja, Stuti Naresh, Patil, Sonali Atulkumar, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Chen, Joy Iong-Zong, editor, Tavares, João Manuel R. S., editor, Iliyasu, Abdullah M., editor, and Du, Ke-Lin, editor

Published
2022
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36. Data Accountability and Security Enhancement in Remote Healthcare System Using BaaS

Author

Kulkarni, Apoorva, Patil, Sonali, Pise, Rohini, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Kaiser, M. Shamim, editor, Xie, Juanying, editor, and Rathore, Vijay Singh, editor

Published
2021
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40. Enhancing Solar Panel Fault Detection: An Efficient Multidomain Feature Analysis Model with Entropy-Guided Saliency Map Segmentation.

Author

Pathak, Sujata P., Patil, Sonali A., and Mishra, Dhirendra

Subjects
SOLAR panels, MACHINE learning, ARTIFICIAL neural networks, SUPPORT vector machines, K-nearest neighbor classification
Abstract

Solar panels are an increasingly popular and sustainable means of generating electricity. However, the efficiency and longevity of solar panels may get compromised by various types of faults, including diode hotspots, dust/shadow hotspots, multicell hotspots, PID hotspots, and single cell hotspots. Detecting these faults accurately is vital for maintaining optimal efficiency. Many existing methods for fault identification fall short due to inadequate feature representation and segmentation techniques. To address these limitations, an innovative approach is proposed involving entropy-based saliency map segmentation and multidomain feature analysis model for fault detection and classification in solar panels. Proposed saliency map segmentation method extracts the most relevant regions in solar panel images, improving fault detection. The entropy-driven saliency maps fault detection technique surpasses alternative approaches such as color thresholding and channel-based thresholding for fault detection in solar panels. A comprehensive set of feature representation models, including Fourier, Wavelet, DCT, Convolutional, and Gabor transformations is employed. To further enhance the precision and effectiveness of fault identification, we incorporate an Extra Trees feature selection mechanism. Classification is done with an ensemble of classification models, including k-Nearest Neighbors (kNN), Deep Forest, Support Vector Machines (SVM), Logical Regression, and Artificial Neural Networks (ANN). Empirical evaluation of the proposed model demonstrates exceptional performance, achieving F1 score of 94% for fault classification compared to existing machine learning models. Proposed multidomain analysis model gave an accuracy of 96.9% and recall of 93.5% in fault identification. Additionally, the proposed model exhibits computational efficiency, making it suitable for real-time fault detection scenarios. [ABSTRACT FROM AUTHOR]

Published
2024
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47. Brain Tumor Detection and Classification

Author

Kathawala, Fatema, Shah, Ami, Shah, Jugal, Vora, Shranik, Patil, Sonali, Bansal, Jagdish Chand, Series Editor, Deep, Kusum, Series Editor, Nagar, Atulya K., Series Editor, Sharma, Harish, editor, Govindan, Kannan, editor, Poonia, Ramesh C., editor, Kumar, Sandeep, editor, and El-Medany, Wael M., editor

Published
2020
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48. Agentless Automation Model for Post Exploitation Penetration Testing

Author

Maddala, Saraswati, Patil, Sonali, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Pandian, A. Pasumpon, editor, Ntalianis, Klimis, editor, and Palanisamy, Ram, editor

Published
2020
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