Dilip K. Prasad



  • Jadhav, Suyog; Acuña Maldonado, Sebastian Andres; Opstad, Ida Sundvor; Ahluwalia, Balpreet Singh; Agarwal, Krishna; Prasad, Dilip K.. Artefact removal in ground truth deficient fluctuations-based nanoscopy images using deep learning. Biomedical Optics Express 2021; Volum 12 (1). ISSN 2156-7085.s 191 - 210.s doi: 10.1364/BOE.410617.
  • Xue, Hui; Batalden, Bjørn-Morten; Sharma, Puneet; Johansen, Jarle André; Prasad, Dilip K.. Biosignal-Based Driving Skill Classification Using Machine Learning: A Case Study of Maritime Navigation. Applied Sciences 2021. ISSN 2076-3417.s doi: 10.3390/app11209765.
  • Huan, Jeow Li; Sekh, Arif Ahmed; Quek, Chai; Prasad, Dilip K.. Emotionally charged text classification with deep learning and sentiment semantic. Neural computing & applications (Print) 2021. ISSN 0941-0643.s doi: 10.1007/s00521-021-06542-1.
  • Joshi, Deepa; Butola, Ankit; Kanade, Sheetal Raosaheb; Prasad, Dilip K.; Amitha Mithra, Mithra; Singh, N.K.; Bisht, Deepak Singh; Mehta, Dalip Singh. Label-free non-invasive classification of rice seeds using optical coherence tomography assisted with deep neural network. Optics and Laser Technology 2021; Volum 137. ISSN 0030-3992.s 1 - 7.s doi: 10.1016/j.optlastec.2020.106861.
  • Dong, Huixu; Prasad, Dilip K.; Chen, I-Ming. Object Pose Estimation via Pruned Hough Forest with Combined Split Schemes for Robotic Grasp. IEEE Transactions on Automation Science and Engineering 2021; Volum 18 (4). ISSN 1545-5955.s 1814 - 1821.s doi: 10.1109/TASE.2020.3021119.
  • Prasad, Dilip K.; Dong, Huixu; Rajan, Deepu; Quek, Chai. Are object detection assessment criteria ready for maritime computer vision?. IEEE transactions on intelligent transportation systems (Print) 2020; Volum 21 (12). ISSN 1524-9050.s 5295 - 5304.s doi: 10.1109/TITS.2019.2954464.
  • Sekh, Arif Ahmed; Opstad, Ida Sundvor; Birgisdottir, Åsa Birna; Myrmel, Truls; Ahluwalia, Balpreet Singh; Agarwal, Krishna; Prasad, Dilip K.. Learning nanoscale motion patterns of vesicles in living cells. IEEE 2020 (2020) ISBN 978-1-7281-9360-1. ISSN 2160-7508.s doi: 10.1109/CVPR42600.2020.01403.
  • Ashrafi, Mohammad; Prasad, Dilip K.; Quek, Chai. IT2-GSETSK: An evolving interval Type-II TSK fuzzy neural system for online modeling of noisy data. Neurocomputing 2020; Volum 407. ISSN 0925-2312.s 1 - 11.s doi: 10.1016/j.neucom.2020.03.065.
  • Dey, Somdip; Singh, Amit Kumar; Prasad, Dilip K.; McDonald-Maier, Klaus Dieter. IRON-MAN: An Approach to Perform Temporal Motionless Analysis of Video Using CNN in MPSoC. IEEE Access 2020; Volum 8. ISSN 2169-3536.s 137101 - 137115.s doi: 10.1109/ACCESS.2020.3010185.
  • Pal, Ratnabali; Sekh, Arif Ahmed; Kar, Samarjit; Prasad, Dilip K.. Neural Network Based Country Wise Risk Prediction of COVID-19. Applied Sciences 2020. ISSN 2076-3417.s doi: 10.3390/app10186448.
  • Butola, Ankit; Kanade, Sheetal Raosaheb; Bhatt, Sunil; Dubey, Vishesh Kumar; Kumar, Anand; Ahmad, Azeem; Prasad, Dilip K.; Senthilkumaran, Paramasivam; Ahluwalia, Balpreet Singh; Mehta, Dalip Singh. High space-bandwidth in quantitative phase imaging using partially spatially coherent digital holographic microscopy and a deep neural network. Optics Express 2020; Volum 28 (24). ISSN 1094-4087.s 36229 - 36244.s doi: 10.1364/OE.402666.
  • Ströhl, Florian; Jadhav, Suyog; Ahluwalia, Balpreet Singh; Agarwal, Krishna; Prasad, Dilip K.. Object detection neural network improves Fourier ptychography reconstruction. Optics Express 2020; Volum 28 (25). ISSN 1094-4087.s 37199 - 37208.s doi: 10.1364/OE.409679.
  • Liu, Feng; Sekh, Arif Ahmed; Quek, Chai; Ng, Geok See; Prasad, Dilip K.. RS-HeRR: a rough set-based Hebbian rule reduction neuro-fuzzy system. Neural computing & applications (Print) 2020; Volum 33. ISSN 0941-0643.s 1123 - 1137.
  • Sekh, Arif Ahmed; Dogra, Debi Prasad; Kar, Samarjit; Roy, Partha Pratim; Prasad, Dilip K.. Can We Automate Diagrammatic Reasoning?. Pattern Recognition 2020; Volum 106. ISSN 0031-3203.s doi: 10.1016/j.patcog.2020.107412.
  • Butola, Ankit; Popova, Daria; Prasad, Dilip K.; Ahmad, Azeem; Habib, Anowarul; Tinguely, Jean-Claude; Basnet, Purusotam; Acharya, Ganesh; Paramasivam, Senthilkumaran; Mehta, Dalip Singh; Ahluwalia, Balpreet Singh. High spatially sensitive quantitative phase imaging assisted with deep neural network for classification of human spermatozoa under stressed condition. Scientific Reports 2020; Volum 10:13118. ISSN 2045-2322.s 1 - 12.s doi: 10.1038/s41598-020-69857-4.
  • Sekh, Arif Ahmed; Dogra, Debi Prosad; Kar, Samarjit; Roy, Partha Pratim; Prasad, Dilip K.. ELM-HTM guided bio-inspired unsupervised learning for anomalous trajectory classification. Cognitive Systems Research 2020; Volum 63. ISSN 2214-4366.s 30 - 41.s doi: 10.1016/j.cogsys.2020.04.003.
  • Leong, Mei Chee; Prasad, Dilip K.; Lee, Yong Tsui; Lin, Feng. Semi-CNN architecture for effective spatio-temporal Learning in action recognition. Applied Sciences 2020; Volum 10 (557). ISSN 2076-3417.s doi: 10.3390/app10020557.
  • Tripathi, Gaurav; Habib, Anowarul; Agarwal, Krishna; Prasad, Dilip K.. Classification of Micro-Damage in Piezoelectric Ceramics Using Machine Learning of Ultrasound Signals. Sensors 2019; Volum 19 (19). ISSN 1424-8220.s doi: 10.3390/s19194216.
  • Dey, Somdip; Singh, Amit Kumar; Prasad, Dilip K.; Klaus, M.-M.. SoCodeCNN: Program Source Code for Visual CNN Classification Using Computer Vision Methodology. IEEE Access 2019; Volum 7. ISSN 2169-3536.s 157158 - 157172.s doi: 10.1109/ACCESS.2019.2949483.
  • Kansal, Kajal; Subramanyam, AV; Prasad, Dilip K.; Kankanhalli, Mohan. CARF-Net: CNN Attention and RNN Fusion Network for Video-Based Person Re-identification. Journal of Electronic Imaging (JEI) 2019; Volum 28 (2). ISSN 1017-9909.s doi: 10.1117/1.JEI.28.2.023036.
  • Dong, Huixu; Qiu, Chen; Prasad, Dilip K.; Pan, Ye; Dai, Jiansheng; Chen, I-Ming. "Enabling grasp action: Generalized quality evaluation of grasp stability via contact stiffness from contact mechanics insight. Mechanism and Machine Theory 2019; Volum 134. ISSN 0094-114X.s doi: 10.1016/j.mechmachtheory.2019.01.019.
  • Dong, Huixu; Asadi, Ehsan; Sun, Guangbin; Prasad, Dilip K.; Chen, I-Ming. Real-time Robotic Manipulation of Cylindrical Objects in Dynamic Scenarios through Elliptic Shape Primitives. IEEE Transactions on Robotics 2019; Volum 35 (1). ISSN 1552-3098.s 95 - 113.s doi: 10.1109/TRO.2018.2868804.
  • Prasad, Dilip K.; Prasath, CK; Rajan, Deepu; Rachmawati, Lily; Rajabally, Eshan; Quek, Chai. Object detection in maritime environment: Performance evaluation of background subtraction methods. IEEE transactions on intelligent transportation systems (Print) 2019; Volum 20 (5). ISSN 1524-9050.s 1787 - 1802.s doi: 10.1109/TITS.2018.2836399.
  • Mallick, Ashis; Ranjan, Rajiv; Prasad, Dilip K.. Inverse estimation of variable thermal parameters in a functionally graded annular fin using dragon fly optimization. Inverse Problems in Science and Engineering 2019; Volum 27 (7). ISSN 1741-5977.s 969 - 986.s doi: 10.1080/17415977.2018.1510923.
  • Mallick, Ashis; Prasad, Dilip K.; Behera, PP. Stresses in radiative annular fin under thermal loading and its inverse modeling using sine cosine algorithm (SCA). Journal of thermal stresses 2019; Volum 42 (4). ISSN 0149-5739.s doi: 10.1080/01495739.2018.1480326.
  • Pang, SW; Quek, Chai; Prasad, Dilip K.. GEMM-eMFIS (FRI/E): A Novel General Episodic Memory Mechanism for Fuzzy Neural Networks. International Joint Conference on Neural Networks (IJCNN) (fulltekst) 2020-07-19 - 2020-07-24 2020.
  • Singh, Ayush; Bhave, Ajay; Prasad, Dilip K.. Single image dehazing for a variety of haze scenarios using back projected pyramid network. European Conference on Computer Vision Workshops 2020-08-23 - 2020-08-28 2020.
  • Sekh, Arif Ahmed; Agarwal, Krishna; Prasad, Dilip K.. Data-intelligence for microscopy data. Next-generation live-cell microscopy workshop 2020-02-17 - 2020-02-19 2020.
  • Sekh, Arif Ahmed; Opstad, Ida Sundvor; Birgisdottir, Åsa B.; Myrmel, Truls; Ahluwalia, Balpreet Singh; Agarwal, Krishna; Prasad, Dilip K.. Learning Nanoscale Motion Patterns of Vesicles in Living Cells. Conference on Computer Vision and Pattern Recognition (CVPR) 2020-06-14 - 2020-06-19 2020.
  • Acuña Maldonado, Sebastian Andres; Hussain, G M A Mehedi; Godtliebsen, Fred; Ahluwalia, Balpreet Singh; Ha, Hoai Phuong; Prasad, Dilip K.; Agarwal, Krishna. Multiple Signal Classiflcation: Challenges on the Route from Millimeter Resolution to Nanometer Resolution. PIERS2019 in Rome 2019-06-17 - 2019-06-20 2019.
  • Maharwar, Harshit; Agarwal, Krishna; Prasad, Dilip K.; Melandsø, Frank; Habib, Anowarul. Subsurface defect imaging in PZT ceramics using dual point contact excitation and detection. USE2019 2019-11-25 - 2019-11-27 2019.
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