International Journals

1. Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata and Anjan Dutta. "Relational Proxies: Fine-Grained Relationships as Zero-Shot Discriminators". In IEEE Transactions Pattern Analysis and Machine Intelligence (TPAMI), 2024. (2022 Impact Factor: 23.6, Area: Computer Science, Artificial Intelligence, Quartile: Q1). Download

2. Faisal Alamri and Anjan Dutta. "Implicit and Explicit Attention Mechanisms For Zero-Shot Learning". In Neurocomputing (NEUCOM), 2023. (2022 Impact Factor: 6.0, Area: Computer Science, Artificial Intelligence, Quartile: Q2).

3. Ushasi Chaudhuri, Ruchika Chavan, Biplab Banerjee, Anjan Dutta and Zeynep Akata. "BDA-SketRet: Bi-Level Domain Adaptation for Zero-Shot SBIR". In Neurocomputing (NEUCOM), 2022. (2022 Impact Factor: 6.0,  Area: Computer Science, Artificial Intelligence, Quartile: Q2).

4. Anjan Dutta and Zeynep Akata. "Semantically Tied Paired Cycle Consistency for Any-Shot Sketch-based Image Retrieval". In International Journal of Computer Vision (IJCV), Volume 128, pp. 2684-2703, 2020 (2020 Impact Factor: 7.410, Area: Computer Science, Artificial Intelligence, Quartile: Q1). Download

5. Anjan Dutta*, Pau Riba*, Josep Lladós, and Alicia Fornés. "Hierarchical Stochastic Graphlet Embedding for Graph-based Pattern Recognition". In Neural Computing and Applications (NCAA), Volume 32, pp. 11579-11596, 2020 (2020 Impact Factor: 5.606, Area: Computer Science, Artificial Intelligence, Quartile: Q1). Download

6. Anjan Dutta and Hichem Sahbi. "Stochastic Graphlet Embedding". In IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Volume 30, Issue 8, pp. 2369-2382, August, 2019. (2019 Impact Factor: 11.683, Area: Computer Science, Artificial Intelligence, Quartile: Q1). Download Supplementary Material

7. Thanh Nam Le, Muhammad Muzzamil Luqman, Anjan Dutta, Pierre Héroux, Christophe Rigaud, Clément Guérin, Pasquale Foggia, Jean-Christophe Burie, Jean-Marc Ogier, Josep Lladós and Sébastien Adam. "SSGCI: Subgraph Spotting in Graph Representations of Comic Images". In Pattern Recognition Letters (PRL), Volume 112, pp. 118-124, September, 2018. (2018 Impact Factor: 2.810, Area: Computer Science, Computer Vision and Pattern Recognition, Quartile: Q1). Download

8. Sangheeta Roy, Palaiahnakote Shivakumara, Namita Jain, Vijeta Khare, Anjan Dutta, Umapada Pal and Tong Lu. "Rough-Fuzzy based Scene Categorization for Text Detection and Recognition in Video". In Pattern Recognition (PR), Volume 80, pp. 64-82, August 2018. (2018 Impact Factor: 5.898, Area: Computer Science, Artificial Intelligence, Quartile: Q1). Download

9. Anjan Dutta, Josep Lladós, Horst Bunke and Umapada Pal. "Product Graph-based Higher Order Contextual Similarities for Inexact Subgraph Matching". In Pattern Recognition (PR), Volume 76, pp. 596-611, April 2018. (2017 Impact Factor: 5.898, Area: Computer Science, Artificial Intelligence, Quartile: Q1). Download

10. Pau Riba, Josep Lladós, Alicia Fornés and Anjan Dutta. "Large-scale Graph Indexing using Binary Embeddings of Node Contexts for Information Spotting in Document Image Databases". In Pattern Recognition Letters (PRL), Volume 87, pp. 203-211, February 2017. (2017 Impact Factor: 1.952, Area: Computer Science, Computer Vision and Pattern Recognition, Quartile: Q1). Download

11. Palaiahnakote Shivakumara, Anjan Dutta, Chew Lim Tan and Umapada Pal. "Multi-oriented scene text detection in video based on wavelet and angle projection boundary growing". In Multimedia Tools and Applications (MTA), Volume 72, No. 1, pp. 515-539, September 2014. (2014 Impact Factor: 1.346, Area: Computer Science, Information Systems, Quartile: Q2). Download

12. Anjan Dutta, Josep Lladós and Umapada Pal. "A symbol spotting approach in graphical documents by hashing serialized graphs". In Pattern Recognition (PR), Volume 46, No. 3, pp. 752-768, March 2013. (2013 Impact Factor: 2.584, Area: Computer Science, Artificial Intelligence, Quartile: Q1). Download Matlab Code

13. Josep Lladós, Marçal Rusiñol, Alicia Fornés, David Fernández and Anjan Dutta. "On the Influence of Word Representations for Handwritten Word Spotting in Historical Documents". In International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), Volume 26, Issue 05, August 2012. (2012 Impact Factor: 0.562, Area: Computer Science, Artificial Intelligence, Quartile: Q4). Download

14. Alicia Fornés, Anjan Dutta, Albert Gordo, Josep Lladós. "CVC-MUSCIMA: a ground truth of handwritten music score images for writer identification and staff removal". In International Journal of Document Analysis and Recognition (IJDAR), Volume 15, Issue 3, pp. 243-251, September 2012. (2012 Impact Factor: 0.800, Area: Computer Science, Artificial Intelligence, Quartile: Q3). Download

15. Palaiahnakote Shivakumara, Anjan Dutta, Trung Quy Phan, Chew Lim Tan and Umapada Pal. "A Novel Mutual Nearest Neighbor based Symmetry for Text Frame Classification in Video". In Pattern Recognition (PR), Volume 44, No.8, pp. 1671-1683, August 2011. (2011 Impact Factor: 2.292, Area: Computer Science, Artificial Intelligence, Quartile: Q1). Download

Conference Contributions

1. Abhra Chaudhuri, Serban Georgescu and Anjan Dutta. "Learning Conditional Invariances through Non-Commutativity". In the Proceedings of International Conference on Learning Representations (ICLR, '2024), Vienna, Austria, 2024. (Acceptance Rate: 31.0%)

2. Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata and Anjan Dutta. "Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships". In the Proceedings of Neural Information Processing Systems (NeurIPS, '2023), New Orleans, USA, 2023. (Acceptance Rate: 26.1%)

3. Anindya Mondal*, Sauradip Nag*, Joaquin M Prada, Xiatian Zhu and Anjan Dutta*. "MSQNet: Actor-agnostic Action Recognition with Multi-modal Query". In the Proceedings of the International Conference on Computer Vision Workshop (NIVT, ICCV, '2023), Paris, France, 2023.

4. Abhra Chaudhuri, Ayan Kumar Bhunia, Yi-Zhe Song and Anjan Dutta. "Data-Free Sketch-Based Image Retrieval". In the Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR, '2023), Vancouver, Canada, June, 2023. (Acceptance Rate: 25.8%)

5. Abhra Chaudhuri, Massimiliano Mancini, Yanbei Chen, Zeynep Akata and Anjan Dutta. "Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval". In the Proceedings of British Machine Vision Conference (BMVC, '2022), London, UK, 2022.

6. Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata and Anjan Dutta. "Relational Proxies: Emergent Relationships as Fine-Grained Discriminators". In the Proceedings of Neural Information Processing Systems (NeurIPS, '2022), New Orleans, USA, 2022. (Acceptance Rate: 25.6%)

7. Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos and Zeynep Akata. "Abstracting Sketches through Simple Primitives". In the Proceedings of European Conference on Computer Vision (ECCV, '2022), Tel Aviv, Israel, 2022. (Acceptance Rate: 28.0%)

8. Faisal Alamri and Anjan Dutta. "Implicit and Explicit Attention for Zero-Shot Learning". In the Proceedings of the German Conference on Pattern Recognition (GCPR, '2021), Bonn, Germany, 2021.

9. Anjan Dutta, Massimiliano Mancini and Zeynep Akata. "Concurrent Discrimination and Alignment for Self-Supervised Feature Learning". In the Proceedings of the International Conference on Computer Vision Workshop (DeepMTL, ICCV, '2021), Virtual, October, 2021.

10. Faisal Alamri and Anjan Dutta. "Multi-Head Self-Attention via Vision Transformer for Zero-Shot Learning". In the Proceedings of the Irish Machine Vision and Image Processing Conference (IMVIP, '2021), Dublin, Ireland, September, 2021.

11. Marco Federici, Anjan Dutta, Patrick Forré, Nate Kushman, Zeynep Akata. "Learning Robust Representations via Multi-View Information Bottleneck". In the Proceedings of the International Conference on Learning Representation (ICLR, '2020), Addis Ababa, Ethiopia, April, 2020. (Acceptance Rate: 26.5%)

12. Pau Riba, Anjan Dutta, Lutz Goldmann, Alicia Fornés, Oriol Ramos and Josep Lladós. "Table Detection in Invoice Documents by Graph Neural Networks". In the Proceedings of the 15th IAPR International Conference on Document Analysis and Recognition (ICDAR, '2019), Sidney, Australia, September, 2019. Download

13. Anjan Dutta and Zeynep Akata. "Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval". In the Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR, '2019), pp. 5089-5098, Long Beach, California, USA, June, 2019. (Acceptance Rate: 25.2%) Download Supplementary Material

14. Sounak Dey, Pau Riba, Anjan Dutta, Josep Lladós and Yi-Zhe Song. "Doodle to Search: Practical Zero-Shot Sketch-based Image Retrieval". In the Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR, '2019), pp. 2179-2187, Long Beach, California, USA, June, 2019. (Oral). (Acceptance Rate: 25.2%) Download

15. Sounak Dey, Anjan Dutta, Suman K. Ghosh, Ernest Valveny, Josep Lladós and Umapada Pal. "Aligning Salient Objects to Queries: A Multi-modal and Multi-object Image Retrieval Framework". In the Proceedings of the 14th Asian Conference on Computer Vision (ACCV, '2018), pp. 241-255, Perth, Australia, December, 2018. (Acceptance Rate: 27.9%) Download

16. Sounak Dey, Anjan Dutta, Suman K. Ghosh, Ernest Valveny, Josep Lladós and Umapada Pal. "Learning Cross-Modal Deep Embeddings for Multi-Object Image Retrieval using Text and Sketch". In the Proceedings of the 24th International Conference on Pattern Recognition (ICPR, '2018), pp. 216-221, Beijing, China, August, 2018. Download

17. Anjan Dutta, Pau Riba, Josep Lladós and Alicia Fornés. "Pyramidal Stochastic Graphlet Embedding for Document Pattern Classification". In the Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition (ICDAR, '2017), pp. 33-38, Kyoto, Japan, November, 2017. (Oral). Download Slides

18. Pau Riba, Anjan Dutta, Sounak Dey, Josep Lladós and Alicia Fornés. "Improving Information Retrieval in Multiwriter Scenario by Exploiting the Similarity Graph of Document Terms".  In the Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition (ICDAR, '2017), pp. 375-380, Kyoto, Japan, November, 2017. (Oral). Download

19. Anjan Dutta, Umapada Pal and Josep Lladós. "Compact Correlated Features for Writer Independent Signature Verification". In the Proceedings of the 23rd International Conference on Pattern Recognition (ICPR, '2016), pp. 3411-3416, Cancún, México, December, 2016. (Oral). Download Matlab Code

20. Anjan Dutta and Hichem Sahbi. "High Order Graphlets for Pattern Classification". In the Proceedings of the 3rd Asian Conference on Pattern Recognition (ACPR, '2015), pp. 206-210, Kuala Lumpur, Malaysia, November, 2015. Download Supplementary Material Matlab Code

21. Pau Riba, Josep Lladós, Alicia Fornés and Anjan Dutta. "Large-scale Graph Indexing using Binary Embeddings of Node Contexts". In the Proceedings of the 10th Graph-based Representations in Pattern Recognition (GbRPR, '2015), pp. 208-217, Beijing, China, May, 2015. (Oral). Download

22. Anjan Dutta, Josep Lladós, Horst Bunke and Umapada Pal. "Near Convex Region Adjacency Graph and Approximate Neighborhood String Matching for Symbol Spotting in Graphical Documents". In the Proceedings of the 12th International Conference on Document Analysis and Recognition (ICDAR, '2013), pp. 1078-1082, Washington DC, USA, August, 2013. (Oral). Download Matlab Code

23. Anjan Dutta, Josep Lladós, Horst Bunke and Umapada Pal. "A Product graph based method for dual subgraph matching applied to symbol spotting". In the Proceedings of the 10th IAPR Workshop on Graphics Recognition (GREC, '2013), pp. 7-11, Bethlehem, PA, USA, August, 2014. (Oral). Download Matlab Code

24. Klaus Broelemann, Anjan Dutta, Xiaoyi Jiang and Josep Lladós. "Hierarchical Plausibility-Graphs for Symbol Spotting in Graphical Documents". In the Proceedings of the 10th IAPR Workshop on Graphics Recognition (GREC, '2013), pp. 207-220, Bethlehem, PA, USA, August, 2014. (Oral). Download

25. Alicia Fornés, Van Cuong Kieu, Muriel Visani, Nicholas Journer and Anjan Dutta. "The ICDAR/GREC 2013 Music Scores Competition: Staff Removal". In the Proceedings of the 10th IAPR Workshop on Graphics Recognition (GREC, '2013), pp. 207-220, Bethlehem, PA, USA, August, 2014. (Oral). Download

26. Anjan Dutta, Jaume Gibert, Josep Lladós, Horst Bunke and Umapada Pal. "Combination of Product Graph and Random Walk Kernel for Symbol Spotting in Graphical Documents". In the Proceedings of the 21st International Conference on Pattern Recognition (ICPR, '2012), pp. 1663-1666, Tsukuba, Japan, November, 2012. (Oral). Download

27. Klaus Broelemann, Anjan Dutta, Xiaoyi Jiang, and Josep Lladós. "Hierarchical graph representation for symbol spotting in graphical document images". In the Proceedings of the 14th International Workshop on Statistical, Structural and Syntactic Pattern Recognition (S+SSPR, '2012), pp. 529-538, Miyajima-Itsukushima, Japan, November, 2012. Download

28. Marçal Rusiñol, Lluís-Pere de las Heras, Joan Mas, Oriol Ramos Terrades, Dimosthenis Karatzas, Anjan Dutta, Gemma Sánchez, Josep Lladós. "CVC-UAB's Participation in the Flowchart Recognition Task of CLEF-IP 2012. CLEF (Online Working Notes/Labs/Workshop) 2012", Rome, Italy, September, 2012. (Oral). Download

29. Anjan Dutta, Josep Lladós and Umapada Pal. "Symbol Spotting in Line Drawings Through Graph Paths Hashing". In the Proceedings of the 11th International Conference on Document Analysis and Recognition (ICDAR, '2011), pp. 982-986, Beijing, China, September, 2011. (Oral). Download

30. Alicia Fornés, Anjan Dutta, Albert Gordo and Josep Lladós. "The ICDAR 2011 Music Scores Competition: Staff Removal and Writer Identification". In the Proceedings of the 11th International Conference on Document Analysis and Recognition (ICDAR, '2011), pp. 1511-1515, Beijing, China, September, 2011. (Oral). Download

31. Anjan Dutta, Josep Lladós and Umapada Pal. "Bag-of-GraphPaths Descriptors for symbol Recognition and Spotting in Line Drawings". In the Proceedings of the 9th IAPR Workshop on Graphics Recognition (GREC, '2011), pp. 208-217, Seoul, Kora, September, 2013. (Oral). Download

32. Alicia Fornés, Anjan Dutta, Albert Gordo and Josep Lladós. "The 2012 Music Scores Competitions: Staff Removal and Writer Identification". In the Proceedings of the 9th IAPR Workshop on Graphics Recognition (GREC, '2011), pp. 173-186, Seoul, Kora, September, 2013. (Oral). Download

33. Anjan Dutta, Josep Lladós and Umapada Pal. "A Bag-of-Paths based Serialized Subgraph Matching for Symbol Spotting in Line Drawings". In the Proceedings of the 5th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA, '2011), pp. 620-627, Las Palmas de Gran Canaria, Spain, June, 2011. Download

34. Palaiahanakote Shivakumara, Anjan Dutta, Umapada Pal and Chew Lim Tan. "A New Method for Handwritten Scene Text Detection in Video". In the Proceedings of the 12th International Conference on Frontiers in Handwriting Recognition (ICFHR, '2010), Kolkata, India, pp. 387-392, November, 2010. Download

35. Anjan Dutta, Umapada Pal, Alicia Fornés and Josep Lladós. "An Efficient Staff Removal Approach from Printed Musical Documents". In the Proceedings of the 20th International Conference on Pattern Recognition (ICPR, '2010), Istanbul, Turkey, pp. 1965-1968, August, 2010. Download Source Code in C

36. Palaiahanakote Shivakumara, Anjan Dutta, Chew Lim Tan and Umapada Pal. "A New Symmetry based on Proximity of Wavelet-Moments for Text Frame Classification in Video". In the Proceedings of the 20th International Conference on Pattern Recognition (ICPR, '2010), Istanbul, Turkey, pp. 129-132, August, 2010. Download

37. Palaiahanakote Shivakumara, Anjan Dutta, Chew Lim Tan and Umapada Pal. "A New Wavelet-Median-Moment based Method for Mult-Oriented Video Text Detection". In the Proceedings of 9th IAPR International Workshop on Document Analysis System (DAS, '2010), Boston, Massachusetts, USA, pp. 279-286, June, 2010. (Oral). Download

PhD Thesis

1. Anjan Dutta. "Inexact Subgraph Matching Applied to Symbol Spotting in Graphical Documents". PhD Thesis, Computer Vision Center, Universitat Auotónoma de Barcelona, Edifici O, Campus UAB, 08193 Bellaterra, Barcelona, Spain, May, 2014. ISBN: 978-84-940902-4-0. Download

Master Thesis

1. Anjan Dutta. "Symbol Spotting in Graphical Documents by Serialized Subgraph Matching". Master's Thesis, Computer Vision Centre, Universitat Auotónoma de Barcelona, Edifici O, Campus UAB, 08193 Bellatera, Barcelona, Spain, September, 2010. Download