{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T18:32:14Z","timestamp":1743100334736,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":29,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819628841"},{"type":"electronic","value":"9789819628858"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-981-96-2885-8_18","type":"book-chapter","created":{"date-parts":[[2025,3,10]],"date-time":"2025-03-10T06:01:16Z","timestamp":1741586476000},"page":"178-187","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Novel Thermal Imaging and\u00a0Machine Learning Based Privacy Preserving Framework for\u00a0Efficient Space Allocation, Utilisation and\u00a0Management"],"prefix":"10.1007","author":[{"given":"Maria","family":"Bruevich","sequence":"first","affiliation":[]},{"given":"Nilupulee A.","family":"Gunathilake","sequence":"additional","affiliation":[]},{"given":"Mandar","family":"Gogate","sequence":"additional","affiliation":[]},{"given":"Adeel","family":"Hussain","sequence":"additional","affiliation":[]},{"given":"Bin","family":"Luo","sequence":"additional","affiliation":[]},{"given":"Jinchang","family":"Ren","sequence":"additional","affiliation":[]},{"given":"Amir","family":"Hussain","sequence":"additional","affiliation":[]},{"given":"Fengling","family":"Jiang","sequence":"additional","affiliation":[]},{"given":"Kia","family":"Dashtipour","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,3,11]]},"reference":[{"key":"18_CR1","doi-asserted-by":"publisher","first-page":"589","DOI":"10.1007\/s12559-019-09653-z","volume":"12","author":"A Adeel","year":"2020","unstructured":"Adeel, A., Ahmad, J., Larijani, H., Hussain, A.: A novel real-time, lightweight chaotic-encryption scheme for next-generation audio-visual hearing aids. Cogn. Comput. 12, 589\u2013601 (2020)","journal-title":"Cogn. Comput."},{"key":"18_CR2","doi-asserted-by":"crossref","unstructured":"Adeel, A., et al.: A survey on the role of wireless sensor networks and IoT in disaster management. In: Geological Disaster Monitoring Based on Sensor Networks, pp. 57\u201366 (2019)","DOI":"10.1007\/978-981-13-0992-2_5"},{"key":"18_CR3","doi-asserted-by":"publisher","first-page":"146","DOI":"10.1016\/j.cogsys.2018.04.002","volume":"50","author":"A Akula","year":"2018","unstructured":"Akula, A., Shah, A.K., Ghosh, R.: Deep learning approach for human action recognition in infrared images. Cogn. Syst. Res. 50, 146\u2013154 (2018)","journal-title":"Cogn. Syst. Res."},{"key":"18_CR4","doi-asserted-by":"crossref","unstructured":"Amin, R.U., et al.: Towards cloud-based and federated a-synchronous speech enhancement using deep neuro-fuzzy models: review, challenges & future directions. In: Proceedings of the AVSEC 2024, pp. 79\u201381 (2024)","DOI":"10.21437\/AVSEC.2024-17"},{"key":"18_CR5","unstructured":"Anwary, A.R., et al.: Target speaker direction estimation using eye gaze and head movement for hearing aids. In: Proceedings of the AVSEC 2024, pp. 73\u201374 (2024)"},{"key":"18_CR6","doi-asserted-by":"crossref","unstructured":"Arnab, A., Dehghani, M., Heigold, G., Sun, C., Lu\u010di\u0107, M., Schmid, C.: ViViT: a video vision transformer. In: IEEE\/CVF International Conference on Computer Vision (ICCV), pp. 6816\u20136826 (2021)","DOI":"10.1109\/ICCV48922.2021.00676"},{"key":"18_CR7","unstructured":"Baldassarre, F., Mor\u00edn, D.G., Rod\u00e9s-Guirao, L.: Deep koalarization: image colorization using CNNs and inception-ResNet-v2. arXiv preprint arXiv:1712.03400 (2017)"},{"key":"18_CR8","doi-asserted-by":"crossref","unstructured":"Batchuluun, G., Nguyen, D.T., Pham, T.D., Park, C., Park, K.R.: Action recognition from thermal videos. IEEE Access 7, 103 893\u2013103 917 (2019)","DOI":"10.1109\/ACCESS.2019.2931804"},{"key":"18_CR9","doi-asserted-by":"crossref","unstructured":"Chollet, F.: Xception: deep learning with depthwise separable convolutions. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 1251\u20131258 (2017)","DOI":"10.1109\/CVPR.2017.195"},{"key":"18_CR10","doi-asserted-by":"crossref","unstructured":"Dashtipour, K., et al.: Towards cross-lingual audio-visual speech enhancement. Proceedings of the AVSEC 2024, pp. 30\u201332 (2024)","DOI":"10.21437\/AVSEC.2024-7"},{"key":"18_CR11","doi-asserted-by":"crossref","unstructured":"Dashtipour, K., et al.: Evaluating the audio-visual speech enhancement challenge (AVSEC) baseline model using an out-of-domain free-flowing corpus. In: Proceedings of the AVSEC 2024, pp. 75\u201378 (2024)","DOI":"10.21437\/AVSEC.2024-16"},{"key":"18_CR12","unstructured":"Dosovitskiy, A., et\u00a0al.: An image is worth 16$$\\times $$16 words: transformers for image recognition at scale. arXiv preprint arXiv:2010.11929, 2020"},{"key":"18_CR13","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1016\/j.inffus.2020.04.001","volume":"63","author":"M Gogate","year":"2020","unstructured":"Gogate, M., Dashtipour, K., Adeel, A., Hussain, A.: CochleaNet: a robust language-independent audio-visual model for real-time speech enhancement. Inf. Fusion 63, 273\u2013285 (2020)","journal-title":"Inf. Fusion"},{"key":"18_CR14","doi-asserted-by":"crossref","unstructured":"Gogate, M., Dashtipour, K., Bell, P., Hussain, A.: Deep neural network driven binaural audio visual speech separation. In: 2020 International Joint Conference on Neural Networks (IJCNN), pp. 1\u20137. IEEE (2020)","DOI":"10.1109\/IJCNN48605.2020.9207517"},{"key":"18_CR15","doi-asserted-by":"crossref","unstructured":"Gogate, M., Dashtipour, K., Hussain, A.: Visual speech in real noisy environments (vision): a novel benchmark dataset and deep learning-based baseline system. In: Interspeech, pp. 4521\u20134525 (2020)","DOI":"10.21437\/Interspeech.2020-2935"},{"key":"18_CR16","doi-asserted-by":"crossref","unstructured":"Gogate, M., Dashtipour, K., Hussain, A.: A lightweight real-time audio-visual speech enhancement framework. In: Proceedings of AVSEC 2024, pp. 19\u201323 (2024)","DOI":"10.21437\/AVSEC.2024-5"},{"key":"18_CR17","doi-asserted-by":"crossref","unstructured":"Gogate, M., Hussain, A., Dashtipour, K., Hussain, A.: Live demonstration: real-time multi-modal hearing assistive technology prototype. In: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), p. 1. IEEE (2023)","DOI":"10.1109\/ISCAS46773.2023.10182070"},{"key":"18_CR18","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol. abs\/1512.03385, pp. 770\u2013778 (2015)"},{"key":"18_CR19","doi-asserted-by":"crossref","unstructured":"Hussain, A., et al.: Artificial intelligence-enabled analysis of public attitudes on Facebook and twitter toward COVID-19 vaccines in the united kingdom and the united states: Observational study. J. Med. Internet Res. 23(4), e26627 (2021)","DOI":"10.2196\/26627"},{"issue":"10","key":"18_CR20","doi-asserted-by":"publisher","first-page":"2896","DOI":"10.1109\/TCSVT.2017.2736553","volume":"28","author":"K Kang","year":"2017","unstructured":"Kang, K., et al.: T-CNN: tubelets with convolutional neural networks for object detection from videos. IEEE Trans. Circuits Syst. Video Technol. 28(10), 2896\u20132907 (2017)","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"issue":"6","key":"18_CR21","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1145\/3065386","volume":"60","author":"A Krizhevsky","year":"2017","unstructured":"Krizhevsky, A., Sutskever, I., Hinton, G.E.: ImageNet classification with deep convolutional neural networks. Commun. ACM 60(6), 84\u201390 (2017)","journal-title":"Commun. ACM"},{"key":"18_CR22","doi-asserted-by":"publisher","first-page":"1063","DOI":"10.1016\/j.enbuild.2017.09.032","volume":"158","author":"H Metzmacher","year":"2018","unstructured":"Metzmacher, H., W\u00f6lki, D., Schmidt, C., Frisch, J., van Treeck, C.: Real-time human skin temperature analysis using thermal image recognition for thermal comfort assessment. Energy Build. 158, 1063\u20131078 (2018)","journal-title":"Energy Build."},{"key":"18_CR23","doi-asserted-by":"crossref","unstructured":"Naik, K., Pandit, T., Naik, N., Shah, P.: Activity recognition in residential spaces with internet of things devices and thermal imaging. Sensors 21(3) (2021)","DOI":"10.3390\/s21030988"},{"key":"18_CR24","doi-asserted-by":"crossref","unstructured":"Pereira, R., Cummiskey, K., Kincaid, R.: Office space allocation optimization. In: 2010 IEEE Systems and Information Engineering Design Symposium, pp. 112\u2013117. IEEE (2010)","DOI":"10.1109\/SIEDS.2010.5469670"},{"key":"18_CR25","unstructured":"Perez, L., Wang, J.: The effectiveness of data augmentation in image classification using deep learning. arXiv preprint arXiv:1712.04621 (2017)"},{"key":"18_CR26","doi-asserted-by":"crossref","unstructured":"Redmon, J., Divvala, S., Girshick, R., Farhadi, A.: You only look once: unified, real-time object detection. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). arXiv, pp. 779\u2013788 (2016)","DOI":"10.1109\/CVPR.2016.91"},{"key":"18_CR27","doi-asserted-by":"crossref","unstructured":"Sandler, M., Howard, A., Zhu, M., Zhmoginov, A., Chen, L.-C.: MobileNetv2: inverted residuals and linear bottlenecks. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 4510\u20134520 (2018)","DOI":"10.1109\/CVPR.2018.00474"},{"key":"18_CR28","doi-asserted-by":"crossref","unstructured":"Tiwari, U., et al.: Real-time audio visual speech enhancement: integrating visual cues for improved performance. In: Proceedings of the AVSEC 2024, pp. 38\u201342 (2024)","DOI":"10.21437\/AVSEC.2024-9"},{"key":"18_CR29","doi-asserted-by":"crossref","unstructured":"Zoph, B., Vasudevan, V., Shlens, J., Le, Q.V: Learning transferable architectures for scalable image recognition. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 8697\u20138710 (2018)","DOI":"10.1109\/CVPR.2018.00907"}],"container-title":["Lecture Notes in Computer Science","Advances in Brain Inspired Cognitive Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-96-2885-8_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,10]],"date-time":"2025-03-10T06:01:26Z","timestamp":1741586486000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-96-2885-8_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9789819628841","9789819628858"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-981-96-2885-8_18","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"11 March 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"BICS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Brain Inspired Cognitive Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hefei","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 December 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9 December 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"bics2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/bics2024.dobell.me\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}