Analysis of Manipuri Tones in ManiTo: A Tonal Contrast Database

no code implementations • ICON 2021 • Thiyam Susma Devi, Pradip K. Das

It is observed that the height and slope of the pitch contour can be used to distinguish the two tones of the Manipuri language.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges

1 code implementation • 30 Jul 2023 • Debesh Jha, Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya, Kaushiki Roy, Steven A. Hicks, Nikhil Kumar Tomar, Vajira Thambawita, Adrian Krenzer, Ge-Peng Ji, Sahadev Poudel, George Batchkala, Saruar Alam, Awadelrahman M. A. Ahmed, Quoc-Huy Trinh, Zeshan Khan, Tien-Phat Nguyen, Shruti Shrestha, Sabari Nathan, Jeonghwan Gwak, Ritika K. Jha, Zheyuan Zhang, Alexander Schlaefer, Debotosh Bhattacharjee, M. K. Bhuyan, Pradip K. Das, Deng-Ping Fan, Sravanthi Parsa, Sharib Ali, Michael A. Riegler, Pål Halvorsen, Thomas de Lange, Ulas Bagci

Automatic analysis of colonoscopy images has been an active field of research motivated by the importance of early detection of precancerous polyps.

Image Segmentation Medical Image Segmentation +2

GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection

1 code implementation • 16 Jul 2023 • Debesh Jha, Vanshali Sharma, Neethi Dasu, Nikhil Kumar Tomar, Steven Hicks, M. K. Bhuyan, Pradip K. Das, Michael A. Riegler, Pål Halvorsen, Ulas Bagci, Thomas de Lange

Integrating real-time artificial intelligence (AI) systems in clinical practices faces challenges such as scalability and acceptance.

Benchmarking

Can Adversarial Networks Make Uninformative Colonoscopy Video Frames Clinically Informative?

no code implementations • 4 Apr 2023 • Vanshali Sharma, M. K. Bhuyan, Pradip K. Das

We also examine the failure cases to determine the directions for future work.

Phoneme Boundary Analysis using Multiway Geometric Properties of Waveform Trajectories

no code implementations • LREC 2020 • BHAGATH PARABATTINA, Pradip K. Das

In this paper, we propose a method that uses geometrical properties of waveform trajectory where intra signal variations are studied and used for segmentation.

Segmentation