Research Interest

• Computer Vision

• Image Processing

• Machine Learning & Deep Learning

Area of Interest

• Natural Scene text localization

• Script Identification

• Multilingual text Recognition

• Writer Identification and Verification

• Mental Stress Detection

Publications:

    Journals

1. Kalpita Dutta, Malyaban Bal, Arpita Basak, Swarnendu Ghosh, Nibaran Das, Mahantapas Kundu and Mita Nasipuri. “Multi scale mirror connection based encoder decoder network for text localization”. (2020). Pattern Recognition Letters. Pages: 64-71. Elsevier.

2. Jaya Paul, Kalpita Dutta, Anasua Sarkar, Nibaran Das, and Kaushik Roy. A survey on different feature extraction methods for writer identification and verification. (2023). International Journal of Applied Pattern Recognition. Pages:122-44.

3.  Kalpita Dutta, Ritesh Sarkhel, Mahantapas Kundu, Mita Nasipuri, Nibaran Das. “Natural scene text localization and detection using MSER and its variants: A Comprehensive Survey”. (2023). Multimedia Tools and Applications. https://doi.org/10.1007/s11042-023-17671-1 

4. Jaya Paul, Kalpita Dutta, Anasua Sarkar, Kaushik Roy, Nibaran Das. “Writer verification using feature selection based on genetic algorithm: A case study on handwritten Bangla dataset”. (2024). ETRI Journal. https://doi.org/10.4218/etrij.2023-0188.

Conferences

1. Kalpita Dutta, Nibaran Das, Mahantapas Kundu, and Mita Nasipuri. “Text Localization in Natural Scene Images Using Extreme Learning Machine”. (2019). Second International Conference on Advanced Computational and Communication Paradigms (ICACCP), 2019, pp. 1-6, doi: 10.1109/ICACCP.2019.8882986.

2. Shuvayan Ghosh Dastidar, Kalpita Dutta, Nibaran Das, Mahantapas Kundu and Mita Nasipuri. “Exploring Knowledge Distillation of a Deep Neural Network for Multi-script Identification”. (2021). International Conference on Computational Intelligence in Communications and Business Analytics. Springer.

3. Kalpita Dutta, Shuvayan Ghosh Dastidar, Nibaran Das, Mahantapas Kundu and Mita Nasipuri. “Script Identification in Natural Scene Text Images by Learning Local and Global Features on Inception Net”. (2021). 6th IAPR International Conference on CVIP, IIT Ropar. Springer.

4. Kalpita Dutta, Shuvayan Ghosh Dastidar, Mahantapas Kundu, Mita Nasipuri and Nibaran Das. “MsMED-Net: An Optimized Multiscale Mirror Connected Encoder-Decoder Network for Multi-lingual Natural Scene Text Recognition”. (2022). 7th International Conference on Emerging Applications of Information Technology (EAIT 2022). Springer. 

5. Kalpita Dutta, Minakshi Banerjee. “Comparative Studies on Brain Tumor Extraction of MR Images". (2016). National Conference of RICCE. Pages: 69-75.

6. Kalpita Dutta, Soupik Chowdhury, Mahantapas Kundu, Mita Nasipuri, and Nibaran Das, "Recent challenges and opportunities of Multi-lingual Natural Scene Text Recognition and its Real World Deployment". (2022). International Conference on Data, Electronics and Computing (ICDEC-2022), NEHU, September 7-9, Springer. 

7. Puja Sarkar, Srabana Mukherjee, Subhodeep Paul, Sougata Das, Kalpita Dutta, “Fish Image Segmentation and Recognition”, (2023). National Level Students’ Conference on Technology, Science and Management, Jan-20, 2023.

8. Ritabrita Basak, Niladri Chatterjee, Subham De, Prem Kumar, Kalpita Dutta, “Survey of Different text localization and recognition techniques based on a transformer “, (2023). National Level Students’ Conference on Technology, Science and Management, Jan-20, 2023.

9. Jaya Paul, Kalpita Dutta, Anasua Sarkar, Kaushik Roy, Nibaran Das, “Evaluating the Tri-Script Writer Verification System Using a Handcrafted Features and Vision Transformer Learning Approach” (2023). International Conference on Computational Technologies and Electronics-2023, Nov 23-25, 2023. (Accepted and Presented).

10. Kalpita Dutta, Milan Dey, Nibaran Das, Mita Nasipuri, “Student Stress Prediction using Interactive Multi-modal AI”, (2024). International Conference on Data, Electronics and Computing, Erciyes University, Talas, Kayseri, Turkey, Springer, 2024. (Accepted and Presented)

11. Deep Dutta, Kalpita Dutta, Nibaran Das, Mita Nasipuri, "Image-based identification of road conditions using deep learning based models by transferring domain knowledge with visual attention",(2024). Fifth International Conference on Frontiers in Computing and Systems (COMSYS-2024), December 13-15, 2024, at BITS Pilani, K. K. Birla Goa Campus, Goa, India.  (Accepted and Presented)