Items where Author is "Pal, Umapada"

Article

Banerjee, Ayan and Shivakumara, Palaiahnakote and Bhattacharya, Saumik and Pal, Umapada and Liu, Cheng-Lin (2024) An end-to-end model for multi-view scene text recognition. Pattern Recognition, 149. p. 110206. ISSN 0031-3203,

Nandanwar, Lokesh and Shivakumara, Palaiahnakote and Jalab, Hamid A. and Ibrahim, Rabha W. and Raghavendra, Ramachandra and Pal, Umapada and Lu, Tong and Blumenstein, Michael (2024) A conformable moments-based deep learning system for forged handwriting detection. IEEE Transactions on Neural Networks and Learning Systems, 35 (4). pp. 5407-5420. ISSN 2162-237X, DOI https://doi.org/10.1109/TNNLS.2022.3204390.

Shivakumara, Palaiahnakote and Banerjee, Ayan and Nandanwar, Lokesh and Pal, Umapada and Antonacopoulos, Apostolos and Lu, Tong and Blumenstein, Michael (2024) A new deep CNN for 3D text localization in the wild through shadow removal. Computer Vision and Image Understanding, 238. ISSN 1077-3142, DOI https://doi.org/10.1016/j.cviu.2023.103863.

Shivakumara, Palaiahnakote and Pavan Kumar, C. and Nemade, Jagrut J. and Michael, Kshitiz and Kumar, Akash and Anami, Basavaraj S. and Pal, Umapada (2024) A new U-Net based system for multi-cultural wedding image classification. Expert Systems with Applications, 237. p. 121562. ISSN 0957-4174, DOI https://doi.org/10.1016/j.eswa.2023.121562.

Huang, Zhiheng and Palaiahnakote, Shivakumara and Kaljahi, Maryam Asadzadeh and Kumar, Ahlad and Pal, Umapada and Lu, Tong and Blumenstein, Michael (2023) Writer age estimation through handwriting. Multimedia Tools and Applications, 82 (11). pp. 16033-16055. ISSN 1380-7501, DOI https://doi.org/10.1007/s11042-022-13840-w.

Biswas, Kunal and Shivakumara, Palaiahnakote and Pal, Umapada and Lu, Tong and Blumenstein, Michael and Llados, Josep (2023) Classification of aesthetic natural scene images using statistical and semantic features. Multimedia Tools and Applications, 82 (9). pp. 13507-13532. ISSN 1380-7501, DOI https://doi.org/10.1007/s11042-022-13924-7.

Biswas, Kunal and Shivakumara, Palaiahnakote and Pal, Umapada and Lu, Tong (2023) A new ontology-based multimodal classification system for social media images of personality traits. Signal, Image and Video Processing, 17 (2). pp. 543-551. ISSN 1863-1703, DOI https://doi.org/10.1007/s11760-022-02259-3.

Palaiahnakote, Shivakumara and Chowdhury, Pinaki Nath and Pal, Umapada and Doermann, David and Ramachandra, Raghavendra and Lu, Tong and Blumenstein, Michael (2022) A knowledge enforcement network-based approach for classifying a photographer's images. International Journal of Pattern Recognition and Artificial Intelligence, 36 (15). ISSN 0218-0014, DOI https://doi.org/10.1142/S021800142250046X.

Shivakumara, Palaiahnakote and Jain, Tanmay and Pal, Umapada and Surana, Nitish and Antonacopoulos, Apostolos and Lu, Tong (2022) Text line segmentation from struck-out handwritten document images. Expert Systems with Applications, 210. ISSN 0957-4174, DOI https://doi.org/10.1016/j.eswa.2022.118266.

Zhong, Dajian and Lyu, Shujing and Palaiahankote, Shivakumara and Pal, Umapada and Lu, Yue (2022) Text proposals with location-awareness-attention network for arbitrarily shaped scene text detection and recognition. Expert Systems with Applications, 205. ISSN 0957-4174, DOI https://doi.org/10.1016/j.eswa.2022.117564.

Banerjee, Ayan and Shivakumara, Palaiahnakote and Pal, Umapada and Raghavendra, Ramachandra and Liu, Cheng-Lin (2022) A comprehensive scheme for tattoo text detection. Pattern Recognition Letters, 163. pp. 168-179. ISSN 0167-8655, DOI https://doi.org/10.1016/j.patrec.2022.10.007.

Shivakumara, Palaiahnakote and Das, Alloy and Raghunandan, K. S. and Pal, Umapada and Blumenstein, Michael (2022) New deep spatio-structural features of handwritten text lines for document age classification. International Journal of Pattern Recognition and Artificial Intelligence, 36 (09). ISSN 0218-0014, DOI https://doi.org/10.1142/S0218001422520139.

Zhong, Dajian and Shivakumara, Palaiahnakote and Nandanwar, Lokesh and Pal, Umapada and Blumenstein, Michael and Lu, Yue (2022) Local resultant gradient vector difference and inpainting for 3D text detection in the wild. International Journal of Pattern Recognition and Artificial Intelligence, 36 (08). ISSN 0218-0014, DOI https://doi.org/10.1142/S0218001422530056.

Kumar, Amish and Shivakumara, Palaiahnakote and Pal, Umapada (2022) RDMMLND: A New Robust Deep Model for Multiple License Plate Number Detection in Video. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13363. 489 -501. ISSN 03029743, DOI https://doi.org/10.1007/978-3-031-09037-0_40.

Mallikarjuna, S. B. and Shivakumara, Palaiahnakote and Khare, Vijeta and Basavanna, M. and Pal, Umapada and Poornima, B. (2022) Multi-gradient-direction based deep learning model for arecanut disease identification. CAAI Transactions on Intelligence Technology, 7 (2). pp. 156-166. ISSN 2468-6557, DOI https://doi.org/10.1049/cit2.12088.

Nandanwar, Lokesh and Shivakumara, Palaiahnakote and Ramachandra, Raghavendra and Lu, Tong and Pal, Umapada and Antonacopoulos, Apostolos and Lu, Yue (2022) A new deep wavefront based model for text localization in 3D video. IEEE Transactions on Circuits and Systems for Video Technology, 32 (6). pp. 3375-3389. ISSN 1051-8215, DOI https://doi.org/10.1109/TCSVT.2021.3110990.

Biswas, Kunal and Shivakumara, Palaiahnakote and Pal, Umapada and Chakraborti, Tapabrata and Lu, Tong and Ayub, Mohamad Nizam (2022) Fuzzy and genetic algorithm based approach for classification of personality traits oriented social media images. Knowledge-Based Systems, 241. ISSN 0950-7051, DOI https://doi.org/10.1016/j.knosys.2021.108024.

Chowdhury, Pinaki Nath and Shivakumara, Palaiahnakote and Nandanwar, Lokesh and Samiron, Faizal and Pal, Umapada and Lu, Tong (2022) Oil palm tree counting in drone images. Pattern Recognition Letters, 153. pp. 1-9. ISSN 0167-8655, DOI https://doi.org/10.1016/j.patrec.2021.11.016.

Karnik, Tapan and Shivakumara, Palaiahnakote and Chowdhury, Pinaki Nath and Pal, Umapada and Lu, Tong and Anuar, Nor Badrul (2022) A new deep model for family and non-family photo identification. Multimedia Tools and Applications, 81 (2). pp. 1765-1785. ISSN 1380-7501, DOI https://doi.org/10.1007/s11042-021-11631-3.

Mittal, Ayush and Shivakumara, Palaiahnakote and Pal, Umapada and Lu, Tong and Blumenstein, Michael (2022) A new method for detection and prediction of occluded text in natural scene images. Signal Processing: Image Communication, 100. ISSN 0923-5965, DOI https://doi.org/10.1016/j.image.2021.116512.

Biswas, Kunal and Shivakumara, Palaiahnakote and Sivanthi, Sittravell and Pal, Umapada and Lu, Yue and Liu, Cheng-Lin and Ayub, Mohamad Nizam Bin (2022) A new deep fuzzy based MSER model for multiple document images classification. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13363. 358 – 370. ISSN 03029743, DOI https://doi.org/10.1007/978-3-031-09037-0_30.

Mittal, Ayush and Shivakumara, Palaiahnakote and Pal, Umapada and Lu, Tong and Blumenstein, Michael (2022) A new method for detection and prediction of occluded text in natural scene images. Signal Processing: Image Communication, 100. ISSN 0923-5965, DOI https://doi.org/10.1016/j.image.2021.116512.

Jain, Tanmay and Palaiahnakote, Shivakumara and Pal, Umapada and Liu, Cheng-Lin (2021) Deformable scene text detection using harmonic features and modified pixel aggregation network. Pattern Recognition Letters, 152. pp. 135-142. ISSN 0167-8655, DOI https://doi.org/10.1016/j.patrec.2021.10.006.

Shivakumara, Palaiahnakote and Alaei, Alireza and Pal, Umapada (2021) Mining text from natural scene and video images: A survey. Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery, 11 (6). ISSN 1942-4787, DOI https://doi.org/10.1002/widm.1428.

Chaudhuri, Abhra and Shivakumara, Palaiahnakote and Chowdhury, Pinaki Nath and Pal, Umapada and Lu, Tong and Lopresti, Daniel and Kumar, Govindaraj Hemantha (2021) A deep action-oriented video image classification system for text detection and recognition. SN Applied Sciences, 3 (11). ISSN 2523-3971, DOI https://doi.org/10.1007/s42452-021-04821-z.

Nandanwar, Lokesh and Shivakumara, Palaiahnakote and Krishnani, Divya and Ramachandra, Raghavendra and Lu, Tong and Pal, Umapada and Kankanhalli, Mohan (2021) A new foreground-background based method for behavior-oriented social media image classification. ACM Transactions on Multimedia Computing Communications and Applications, 17 (4). ISSN 1551-6857, DOI https://doi.org/10.1145/3458051.

Nandanwar, Lokesh and Shivakumara, Palaiahnakote and Pal, Umapada and Lu, Tong and Blumenstein, Michael (2021) A new hybrid method for caption and scene text classification in action video images. International Journal of Pattern Recognition and Artificial Intelligence, 35 (12). ISSN 0218-0014, DOI https://doi.org/10.1142/S0218001421600090.

Nandanwar, Lokesh and Shivakumara, Palaiahnakote and Pal, Umapada and Lu, Tong and Lopresti, Daniel and Seraogi, Bhagesh and Chaudhuri, Bidyut B. (2021) A new method for detecting altered text in document images. International Journal of Pattern Recognition and Artificial Intelligence, 35 (12). ISSN 0218-0014, DOI https://doi.org/10.1142/S0218001421600107.

Mokayed, Hamam and Shivakumara, Palaiahnakote and Woon, Hon Hock and Kankanhalli, Mohan and Lu, Tong and Pal, Umapada (2021) A new DCT-PCM method for license plate number detection in drone images. Pattern Recognition Letters, 148. pp. 45-53. ISSN 0167-8655, DOI https://doi.org/10.1016/j.patrec.2021.05.002.

Huang, Zhiheng and Shivakumara, Palaiahnakote and Lu, Tong and Pal, Umapada and Blumenstein, Michael and Chetty, Bhaarat and Kumar, G. Hemantha (2021) Improved ring radius transform-based reconstruction for video character recognition. International Journal of Pattern Recognition and Artificial Intelligence, 35 (07). ISSN 0218-0014, DOI https://doi.org/10.1142/S0218001421500233.

Nandanwar, Lokesh and Shivakumara, Palaiahnakote and Kanchan, Swati and Basavaraja, V. and Guru, D.S. and Pal, Umapada and Lu, Tong and Blumenstein, Michael (2021) DCT-phase statistics for forged IMEI numbers and air ticket detection. Expert Systems with Applications, 164. ISSN 0957-4174, DOI https://doi.org/10.1016/j.eswa.2020.114014.

Mokayed, Hamam and Shivakumara, Palaiahnakote and Saini, Rajkumar and Liwicki, Marcus and Hin, Loo Chee and Pal, Umapada (2021) Anomaly detection in natural scene images based on enhanced fine-grained saliency and fuzzy logic. IEEE Access, 9. pp. 129102-129109. ISSN 2169-3536, DOI https://doi.org/10.1109/ACCESS.2021.3103279.

Xue, Minglong and Shivakumara, Palaiahnakote and Zhang, Chao and Xiao, Yao and Lu, Tong and Pal, Umapada and Lopresti, Daniel and Yang, Zhibo (2021) Arbitrarily-oriented text detection in low light natural scene images. IEEE Transactions on Multimedia, 23. pp. 2706-2720. ISSN 1520-9210, DOI https://doi.org/10.1109/TMM.2020.3015037.

Mallikarjuna, S. B. and Shivakumara, Palaiahnakote and Khare, Vijeta and Kumar, N. Vinay and Basavanna, M. and Pal, Umapada and Poornima, B. (2021) CNN based method for multi-type diseased Arecanut Image Classification. Malaysian Journal of Computer Science, 34 (3). pp. 255-265. ISSN 0127-9084, DOI https://doi.org/10.22452/mjcs.vol34no3.3.

Krishnani, Divya and Shivakumara, Palaiahnakote and Lu, Tong and Pal, Umapada and Lopresti, Daniel and Kumar, Govindaraju Hemantha (2021) A new context-based feature for classification of emotions in photographs. Multimedia Tools and Applications, 80 (10). pp. 15589-15618. ISSN 1380-7501, DOI https://doi.org/10.1007/s11042-020-10404-8.

Chowdhury, Pinaki Nath and Shivakumara, Palaiahnakote and Jalab, Hamid A. and Ibrahim, Rabha W. and Pal, Umapada and Lu, Tong (2020) A new Fractal Series Expansion based enhancement model for license plate recognition. Signal Processing: Image Communication, 89. ISSN 0923-5965, DOI https://doi.org/10.1016/j.image.2020.115958.

Chowdhury, Pinaki Nath and Shivakumara, Palaiahnakote and Pal, Umapada and Lu, Tong and Blumenstein, Michael (2020) A new augmentation-based method for text detection in night and day license plate images. Multimedia Tools and Applications, 79 (43-44). pp. 33303-33330. ISSN 13807501, DOI https://doi.org/10.1007/s11042-020-09681-0.

Nag, Sauradip and Shivakumara, Palaiahnakote and Pal, Umapada and Lu, Tong and Blumenstein, Michael (2020) A new unified method for detecting text from marathon runners and sports players in video (PR-D-19-01078R2). PATTERN RECOGNITION, 107. ISSN 00313203, DOI https://doi.org/10.1016/j.patcog.2020.107476.

Roy, Soumyadip and Shivakumara, Palaiahnakote and Pal, Umapada and Lu, Tong and Kumar, Govindaraj Hemantha (2020) Delaunay triangulation based text detection from multi-view images of natural scene. Pattern Recognition Letters, 129. pp. 92-100. ISSN 0167-8655, DOI https://doi.org/10.1016/j.patrec.2019.11.021.

Xue, Minglong and Shivakumara, Palaiahnakote and Zhang, Chao and Lu, Tong and Pal, Umapada (2019) Curved text detection in blurred/non-blurred video/scene images. Multimedia Tools and Applications, 78 (18). pp. 25629-25653. ISSN 1380-7501, DOI https://doi.org/10.1007/s11042-019-7721-2.

Shivakumara, Palaiahnakote and Roy, Sangheeta and Jalab, Hamid Abdullah and Ibrahim, Rabha Waell and Pal, Umapada and Lu, Tong and Khare, Vijeta and Wahab, Ainuddin Wahid Abdul (2019) Fractional means based method for multi-oriented keyword spotting in video/scene/license plate images. Expert Systems with Applications, 118. pp. 1-19. ISSN 0957-4174, DOI https://doi.org/10.1016/j.eswa.2018.08.015.

Raghunandan, K.S. and Shivakumara, Palaiahnakote and Roy, Sangheeta and Kumar, Govindaraj Hemantha and Pal, Umapada and Lu, Tong (2019) Multi-Script-Oriented Text Detection and Recognition in Video/Scene/Born Digital Images. IEEE Transactions on Circuits and Systems for Video Technology, 29 (4). pp. 1145-1162. ISSN 1051-8215, DOI https://doi.org/10.1109/TCSVT.2018.2817642.

Asadzadehkaljahi, Maryam and Shivakumara, Palaiahnakote and Roy, Sangheeta and Olatunde, Mojeed Salmon and Anisi, Mohammad Hossein and Lu, Tong and Pal, Umapada (2018) Dense-cluster based voting approach for license plate identification. Journal of Engineering Science and Technology, 13 (Sp.). pp. 34-47. ISSN 1823-4690,

Raghunandan, K.S. and Shivakumara, Palaiahnakote and Jalab, Hamid Abdullah and Ibrahim, Rabha Waell and Kumar, Govindaraj Hemantha and Pal, Umapada and Lu, Tong (2018) Riesz Fractional Based Model for Enhancing License Plate Detection and Recognition. IEEE Transactions on Circuits and Systems for Video Technology, 28 (9). pp. 2276-2288. ISSN 1051-8215, DOI https://doi.org/10.1109/TCSVT.2017.2713806.

Roy, Sangheeta and Shivakumara, Palaiahnakote and Jain, Namita and Khare, Vijeta and Dutta, Anjan and Pal, Umapada and Lu, Tong (2018) Rough-fuzzy based scene categorization for text detection and recognition in video. Pattern Recognition, 80. pp. 64-82. ISSN 0031-3203, DOI https://doi.org/10.1016/j.patcog.2018.02.014.

Conference or Workshop Item

Roy, Ayush and Shivakumara, Palaiahnakote and Pal, Umapada and Mokayed, Hamam and Liwicki, Marcus (2023) Fourier Feature-based CBAM and Vision Transformer for Text Detection in Drone Images. In: Document Analysis and Recognition - ICDAR 2023 Workshops, Pt II, 24-26 August 2023, San Jose, California.

Das, Soumi and Shivakumara, Palaiahnakote and Pal, Umapada and Ramachandra, Raghavendra (2023) Gaussian Kernels Based Network for Multiple License Plate Number Detection in Day-Night Images. In: Document Analysis and Recognition - ICDAR 2023, Pt V, 21-26 August 2023, San Jose, California.

Banerjee, Ayan and Shivakumara, Palaiahnakote and Pal, Soumyajit and Pal, Umapada and Liu, Cheng-Lin (2022) DCT-DWT-FFT based method for text detection in underwater images. In: 6th Asian Conference on Pattern Recognition, ACPR 2021, 9-12 November 2021, Virtual, Online.

Choudhury, Aritro Pal and Shivakumara, Palaiahnakote and Pal, Umapada and Liu, Cheng-Lin (2022) EAU-Net: a new edge-attention based U-Net for nationality identification. In: 18th International Conference on Frontiers in Handwriting Recognition, ICFHR 2022, 4-7 December 2022, Hyderabad.

Banerjee, Ayan and Shivakumara, Palaiahnakote and Acharya, Parikshit and Pal, Umapada and Canet, Josep Llados (2022) TWD: a new deep E2E model for text watermark/caption and scene text detection in video. In: 26th International Conference on Pattern Recognition, ICPR 2022, 21-25 August 2022, Montreal.

Shi, Guangchen and Wu, Yirui and Palaiahnakote, Shivakumara and Pal, Umapada and Lu, Tong (2021) Arnet: Active-reference network for few-shot image semantic segmentation. In: Proceedings - IEEE International Conference on Multimedia and Expo, 5-9 July 2021, Shenzhen, China.

Nandanwar, Lokesh and Shivakumara, Palaiahnakote and Kundu, Sayani and Pal, Umapada and Lu, Tong and Lopresti, Daniel (2021) Chebyshev-Harmonic-Fourier-Moments and Deep CNNs for Detecting Forged Handwriting. In: 25th International Conference on Pattern Recognition (ICPR), 10-15 Jan 2021.

Shivakumara, Palaiahnakote and Jain, Tanmay and Surana, Nitish and Pal, Umapada and Lu, Tong and Blumenstein, Michael and Chanda, Sukalpa (2021) A connected component-based deep learning model for multi-type struck-out component classification. In: International Workshops co-located with the 16th International Conference on Document Analysis and Recognition, ICDAR 2021, 5 - 10 September 2021, Lausanne.