{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T15:29:10Z","timestamp":1772033350051,"version":"3.50.1"},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2021,8,31]],"date-time":"2021-08-31T00:00:00Z","timestamp":1630368000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,8,31]],"date-time":"2021-08-31T00:00:00Z","timestamp":1630368000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Autom Softw Eng"],"published-print":{"date-parts":[[2021,11]]},"DOI":"10.1007\/s10515-021-00296-9","type":"journal-article","created":{"date-parts":[[2021,8,31]],"date-time":"2021-08-31T14:04:40Z","timestamp":1630418680000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":20,"title":["SSD based waste separation in smart garbage using augmented clustering NMS"],"prefix":"10.1007","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2025-6535","authenticated-orcid":false,"given":"M.","family":"Karthikeyan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"T. S.","family":"Subashini","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"R.","family":"Jebakumar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,8,31]]},"reference":[{"key":"296_CR2","unstructured":"Andrew Howe, J.: Improved Clustering with Augmented k-means. 1, 1\u201318 (2017)"},{"key":"296_CR100","unstructured":"Annepu, R, K.: Sustainable Solid Waste Management in India (Columbia: Columbia University, 2012), pp. 3\u20137"},{"key":"296_CR3","first-page":"1","volume":"1","author":"N Bodla","year":"2017","unstructured":"Bodla, N., Singh, B., Chellapa, R., Davis, L.S.: Soft-NMS-Improving object detection with one line of code. IEEE Int. Conf. Comput. vis. 1, 1\u20139 (2017)","journal-title":"IEEE Int. Conf. Comput. vis."},{"key":"296_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.compeleceng.2021.107130","volume":"91","author":"S Chinnaswamy","year":"2021","unstructured":"Chinnaswamy, S., Annapurani, K.: Trust aggregation authentication protocol using machine learning for IOT wireless sensor networks. Comput. Electr. Eng. 91, 1\u201315 (2021)","journal-title":"Comput. Electr. Eng."},{"key":"296_CR5","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1016\/j.isprsjprs.2020.11.016","volume":"172","author":"S Dersch","year":"2021","unstructured":"Dersch, S., Heurich, M., Krueger, N., Krzystek, P.: Combining graph- cut clustering with object-based stem detection for tree segmentation in highly dense airborne lidar point clouds. ISPRS J Photogram Remote Sens 172, 207\u2013222 (2021)","journal-title":"ISPRS J Photogram Remote Sens"},{"issue":"8","key":"296_CR6","first-page":"411","volume":"12","author":"P Devaki","year":"2019","unstructured":"Devaki, P., Shivarsha, S., Bala Kowsalya, G., Manjupavithra, M.: Real-time object detection using deeplearning and open CV. Int. J. Innov. Technol. Explor. Eng. 12(8), 411\u2013414 (2019)","journal-title":"Int. J. Innov. Technol. Explor. Eng."},{"key":"296_CR7","first-page":"535","volume":"43","author":"YA Fathimah","year":"2020","unstructured":"Fathimah, Y.A., Widianto, A., Hanafi, M.: Cyber physical System enabled in suitable waste management 4.0: a smart waste collection system for indonesian semi-urban cities. Proc. Manuf. 43, 535\u2013542 (2020)","journal-title":"Proc. Manuf."},{"key":"296_CR8","first-page":"1","volume":"2","author":"PK Harsh Panwar","year":"2020","unstructured":"Harsh Panwar, P.K., Gupta and Mohammad Khuebeb Siddiqui, : Aqua Vision: automating the detection of waste in water bodies using deep transfer learning. Case Stud. Chem. Environ. Eng. 2, 1\u20135 (2020)","journal-title":"Case Stud. Chem. Environ. Eng."},{"key":"296_CR9","first-page":"102","volume":"5","author":"SC Hespeler","year":"2021","unstructured":"Hespeler, S.C., Nemati, H., Niri, E.D.: Non-Destructive thermal imaging for object detection for robotic inspection and harvesting of chilli Peppers. Artif. Intell. Agricul. 5, 102\u2013117 (2021)","journal-title":"Artif. Intell. Agricul."},{"key":"296_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.asoc.2020.107062","volume":"102","author":"Y Kim","year":"2021","unstructured":"Kim, Y., Lee, M., Kim, S.B.: Swarm ascending: Swarm intelligence-based exemplar group detection for robust clustering. Appl. Soft Comput. J. 102, 1\u201316 (2021)","journal-title":"Appl. Soft Comput. J."},{"key":"296_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.crsust.2020.100011","volume":"2","author":"A Kumar","year":"2020","unstructured":"Kumar, A., Agrawal, A.: Recent trends in solid waste management status, challenges and potential for the future Indian Cities-a review. Curr. Res. Environ. Sustain. 2, 1\u201319 (2020)","journal-title":"Curr. Res. Environ. Sustain."},{"key":"296_CR12","doi-asserted-by":"publisher","first-page":"2610","DOI":"10.1016\/j.procs.2020.04.283","volume":"170","author":"Ai Kumar","year":"2020","unstructured":"Kumar, Ai., Srivastava, S.: Object detection system based on convolution neural networks using single-shot multi box detector. Proc. Comput. Sci. 170, 2610\u20132617 (2020)","journal-title":"Proc. Comput. Sci."},{"key":"296_CR13","first-page":"1","volume":"204","author":"A Kumar","year":"2020","unstructured":"Kumar, A., Zhang, Z.J., Lyu, H.: Object detection in real time based on improved single-shot multi box detector algorithm. Eur. J. Wirel. Commun. Netw. 204, 1\u201318 (2020)","journal-title":"Eur. J. Wirel. Commun. Netw."},{"key":"296_CR14","doi-asserted-by":"crossref","unstructured":"Liu, W., Anguelov, D., Erhan, D.: SSD-Single shot multibox Detector. Springer AG, 1:1\u201317 (2016)","DOI":"10.1007\/978-3-319-46448-0_2"},{"key":"296_CR15","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.eswa.2021.114602","volume":"172","author":"Y Liu","year":"2021","unstructured":"Liu, Y., Sun, P., N wergeles and Y Shang, : A survey and performance evalution of deep learning methods for small object detection. Expert Syst. Appl. 172, 1\u201314 (2021)","journal-title":"Expert Syst. Appl."},{"issue":"6","key":"296_CR16","doi-asserted-by":"publisher","first-page":"1747","DOI":"10.1016\/j.cja.2020.02.024","volume":"33","author":"Y Li","year":"2020","unstructured":"Li, Y., Dong, H., Li, H., Zhang, X.: Multi-block SSD based on small object detection for UAV railway scene surveillance. Chin. J. Aeronaut. 33(6), 1747\u20131755 (2020)","journal-title":"Chin. J. Aeronaut."},{"key":"296_CR17","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1016\/j.patrec.2021.02.003","volume":"145","author":"C-J Li","year":"2021","unstructured":"Li, C.-J., Qu, Z., S ye and Wang LL, : A method of cross-layer fusion multi-object detection and recognition based on improved faster R-CNN model in complex traffic environment. Pattern Recognit. Lett. 145, 127\u2013134 (2021)","journal-title":"Pattern Recognit. Lett."},{"key":"296_CR1","doi-asserted-by":"crossref","unstructured":"Lopes, A.C.P., Senfter, T., Ebner, C.: Separation of biodegradable material from the low calorific fraction of municipal solid waste. J. Clean. Prod. 280, 1\u201311 (2021)","DOI":"10.1016\/j.jclepro.2020.124681"},{"key":"296_CR18","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1016\/j.isprsjprs.2021.04.004","volume":"172","author":"Y Lyu","year":"2021","unstructured":"Lyu, Y., Yang, M.Y., Vosselman, G., Xia, G.-S.: Video object detection with a convolutional regression tracker. ISPRS J. Photogram. Remote Sens. 172, 139\u2013150 (2021)","journal-title":"ISPRS J. Photogram. Remote Sens."},{"key":"296_CR19","first-page":"1","volume":"38","author":"G Ma","year":"2021","unstructured":"Ma, G., Wu, M., Wu, Z., Yang, W.: Single \u2013Shot multibox detector and building information modeling-based quality inspection model for construction projects. J. Build. Eng. 38, 1\u201314 (2021)","journal-title":"J. Build. Eng."},{"issue":"10","key":"296_CR20","doi-asserted-by":"publisher","first-page":"3280","DOI":"10.3390\/app10093280","volume":"9","author":"CB Murthy","year":"2020","unstructured":"Murthy, C.B., Hashmi, M.F.: Investigations of object detections in images\/videos using various deep learning techniques and embedded platforms-a comprehensive review. Appl. Sci. 9(10), 3280\u20133296 (2020)","journal-title":"Appl. Sci."},{"key":"296_CR21","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.scs.2020.102692","volume":"66","author":"P Nagrath","year":"2021","unstructured":"Nagrath, P., Jain, R., Madan, A.: SSDMNV2: a real time DNN-based face Mask detection system using single shot multibox detector and MobileNetV2. Sustain. Cities Soc. 66, 1\u201311 (2021)","journal-title":"Sustain. Cities Soc."},{"issue":"16","key":"296_CR22","doi-asserted-by":"publisher","first-page":"4424","DOI":"10.3390\/s20164424","volume":"20","author":"HT Nguyen","year":"2020","unstructured":"Nguyen, H.T., Lee, E.-H., Bae, C.H., Lee, S.: Multiple object detection based on clustering and deep learning methods. Sensors 20(16), 4424\u20134438 (2020)","journal-title":"Sensors"},{"key":"296_CR23","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.wasman.2020.04.041","volume":"109","author":"P Nowakowski","year":"2020","unstructured":"Nowakowski, P., Pamula, T.: Application of deep learning object classifier to improve e-waste collection planning. Waste Manag. 109, 1\u20139 (2020)","journal-title":"Waste Manag."},{"key":"296_CR24","doi-asserted-by":"publisher","first-page":"768","DOI":"10.1016\/j.procs.2021.02.127","volume":"183","author":"J Qin","year":"2021","unstructured":"Qin, J., Xu, N.: Research and implementation of social distance monitioring technology based on SSD. Proc. Comput. Sci. 183, 768\u2013775 (2021)","journal-title":"Proc. Comput. Sci."},{"key":"296_CR25","first-page":"1","volume":"1","author":"PK Sahoo","year":"2020","unstructured":"Sahoo, P.K., Kanungo, P., Mishra, S.: Entropy feature and peak-means clustering based slowly moving object detection in head and shoulder sequences. J. King Saud Univ. Comput. Inform. Sci. 1, 1\u20139 (2020)","journal-title":"J. King Saud Univ. Comput. Inform. Sci."},{"key":"296_CR26","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1016\/j.procir.2020.05.010","volume":"88","author":"BB ShanFur","year":"2020","unstructured":"ShanFur, B.B., Verl, A.: Prediction of configuration of objects in a bin based on synthetic sensor data. Proc. CIRP 88, 54\u201359 (2020)","journal-title":"Proc. CIRP"},{"key":"296_CR27","doi-asserted-by":"publisher","first-page":"2542","DOI":"10.1016\/j.iot.2020.100255","volume":"11","author":"M Sohag","year":"2020","unstructured":"Sohag, M., Podder, A.K.: Smart garbage management system for a sustainable urbanlife: an IOT based application. Internet Things 11, 2542\u20132555 (2020)","journal-title":"Internet Things"},{"key":"296_CR28","first-page":"1","volume":"1","author":"R Srinivasan","year":"2021","unstructured":"Srinivasan, R., Subalalitha, C.N.: Sentimental analysis from imbalanced code-mixed data using machine learning approaches. Distrib. Parallel Databases 1, 1\u201316 (2021)","journal-title":"Distrib. Parallel Databases"},{"key":"296_CR29","first-page":"169","volume":"35","author":"Tapas Kumar Ghatak","year":"2016","unstructured":"Tapas Kumar Ghatak: Municipal solid waste management in india: a few unaddressed issues. Int. Conf. Solid Waste Manag. Proc. Comput. Sci. 35, 169\u2013175 (2016)","journal-title":"Int. Conf. Solid Waste Manag. Proc. Comput. Sci."},{"key":"296_CR30","first-page":"1","volume":"32","author":"Z Wang","year":"2020","unstructured":"Wang, Z., Li, H., Yang, X.: Vision based robotic system for on-site construction and demolition waste sorting and recycling. J. Build. Eng. 32, 1\u201313 (2020)","journal-title":"J. Build. Eng."},{"key":"296_CR31","first-page":"11589","volume":"6","author":"D Xianzhi","year":"2020","unstructured":"Xianzhi, D., Lin, T.-Y., Pengchong jin, : Spine net: learning scale-permuted backbone for recognition and localization. IEEE Exp. 6, 11589\u201311598 (2020)","journal-title":"IEEE Exp."},{"key":"296_CR32","first-page":"44","volume":"1","author":"A Younis","year":"2020","unstructured":"Younis, A., Shixin, L., Shelembi JN and Zhang Hai, : Real-time object detection using pre- trained deep learning models Mobilenet-SSD. ICCDE ACM 1, 44\u201348 (2020)","journal-title":"ICCDE ACM"}],"container-title":["Automated Software Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10515-021-00296-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10515-021-00296-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10515-021-00296-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T13:39:51Z","timestamp":1725716391000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10515-021-00296-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,8,31]]},"references-count":33,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2021,11]]}},"alternative-id":["296"],"URL":"https:\/\/doi.org\/10.1007\/s10515-021-00296-9","relation":{},"ISSN":["0928-8910","1573-7535"],"issn-type":[{"value":"0928-8910","type":"print"},{"value":"1573-7535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,8,31]]},"assertion":[{"value":"26 May 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 August 2021","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"31 August 2021","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"17"}}