| Description |
1 online resource (384 pages) |
| Series |
Communications in Computer and Information Science ; 1365 |
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Communications in computer and information science ; 1365.
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| Contents |
[I]. Intelligent recognition techniques and applications: Running to get recognised / Gerard Carty, Muhammad Adjil Raja, Conor Ryan -- Detection of breast canacer from mammogram images using deep transfer learning / Akalpita Das, Himanish Shekhar Das, Utpal Barman, Arijeet Choudhury, Sourav Mazumdar, Anupal Neog -- Explainable NLP : a novel methodology to generate human-interpretable explanation for semantic text similarity / Tanusree De, Debapriya Mukherjee -- A leak detection in water pipelines using discrete wavelet decomposition and artificial neural network / Prawit Chumchu -- Offline signature verification based on spatial pyramid image representation with Taylor series / Bharathi Pilar -- Dataset building for handwritten Kannada vowels using unsupervised and supervised learning methods / Chandravva Hebbi, Omkar Metri, Manjunath Bhadrannavar, H.R. Mamatha -- Performance improvements in quantization aware training and appreciation of low precision computation in deep learning / Uday Kulkarni, S.M. Meena, Praison Joshua, K. Kruthika, Gavin Platel, Kunal Jadhav et al. -- Analysis of unintelligible speech for MLLR and MAP-based speaker adaptation / V. Balaji, G. Sadashivappa -- Supervised feature learning for music recommendation / Ajit Rao, A.R. Aditya, B. Adarsh, Shikha Tripathi -- Diagnosis of Parkinson's disease by deep learning techniques using handwriting dataset / Atiga Al-Wahishi, Nahla Belai, Nagia Ghanem -- Improved long-short term memory U-net for image segmentation / Heide Oller, Rolf Dornberger, Thomas Hanne -- Extraction of parcel boundary from UAV images using deep learning techniques / Ganesh Khadanga, Kamal Jain -- Grad-CAM-based classification of chest X-ray images of pneumonia patients / Pranav Kumar Seerala, Sridhar Krishnan -- Periocular recognition under unconstrained image capture distances / Vineetha Mary Ipe, Tony Thomas |
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Acoustic prediction of elephants for localization and movement tracking using sensors and distance metrics / Prabu Mohandas, Rajkumar Thanasekaran -- Community detection algorithms in complex networks : a survey / Sanjay Kumar, Rahul Hanot -- A systematic review on the influence of user personality in rumor and misinformation propagation through social networks / V. Indu, Sabu M. Thampi -- HRIDAI : a tale of two categories of ECGs / Priya Ranjan, Kumar Dron Shrivastav, Satya Vadlamani, Rajiv Janardhanan |
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[II]. Signal processing: Channel-aware decision fusion with Rao test for multisensor fusion / Domenico Ciuonzo, Pierluigi Salvo Rossi -- Comprehending the dynamics of EEG generated under various odorant stimulation on the brain / Suma Sri Sravya Chandu, Prachi Kanodia, R. Sunitha, A. Sreedevi -- Robust beamforming against DOA mismatch with null widening for moving interferences / Diksha Thakur, Vikas Baghel, Salman Raju Talluri -- 6G ultra-low latency comunication in future mobile XR applications / Zoran Bojkovic, Dragorad Milovanovic, Tulsi Pawan Fowdur, Madhavsingh Indoonundon -- Applying neural style transfer to spectrograms of environmental audio / Dejan Milacic, Sri Krishnan -- Identification of Indian English by speakers of multiple native languages / Radha Krishna Guntur, Ramakrishnan Krishnan, Vinay Kumar Mittal -- Robust and imperceptible digital image watermarking based on DWT-DCT-Schur / R. Sripradha, K. Deepa -- Comparative study of maturation profiles of neural cells in different species with the help of computer vision and deep learning / Hritam Basak, Rohit Kundu -- Deep laerning algorithms to detect and localize acute intracranial hemorrhages / C. Sai Manasa, V. Bhavana |
| Summary |
This book constitutes the refereed proceedings of the 6th International Symposium on Advances in Signal Processing and Intelligent Recognition Systems, SIRS 2020, held in Chennai, India, in October 2020. Due to the COVID-19 pandemic the conference was held online. The 22 revised full papers and 5 revised short papers presented were carefully reviewed and selected from 50 submissions. The papers cover wide research fields including information retrieval, human-computer interaction (HCI), information extraction, speech recognition |
| Notes |
"Due to the recent pandemic situation, it was conducted as a virtual event."--Preface |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed March 12, 2021) |
| Subject |
Signal processing -- Digital techniques -- Congresses
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Pattern recognition systems -- Congresses
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Pattern recognition systems
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Signal processing -- Digital techniques
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Thampi, Sabu M.
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Krishnan, Sri
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Hegde, Rajesh M
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Ciuonzo, Domenico, 1985-
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Hanne, Thomas.
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Jagadeesh Kannan R
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| ISBN |
9789811604256 |
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9811604258 |
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