Vivek Singh

Publications

  • Golbaf, Ali, Singh, Vivek, Gaudl, Swen, Ifeachor, Emmanuel. UM--ProtoShare: UNet--Guided, Multi--Scale Shared Prototypes for Interpretable Brain Tumour Classification Using Multi--Sequence 3D MRI, Medical Imaging with Deep Learning (2026). Link
  • Shailza Sharma, Abhinav Dhall, Shikhar Johri, Vinay Kumar, Vivek Singh. Dual stage semantic information based generative adversarial network for image super-resolution, Computer Vision and Image Understanding (2025), vol. 250, pp. 104226. Link
  • Sharma, Shailza, Singh, Vivek, Dhall, Abhinav, Kumar, Vinay. Speech-aided facial video super resolution with accurate lip motion and enhanced frequency details, Machine Vision and Applications (2025), vol. 36, no. 4, pp. 1--14. Link
  • Vivek Singh, Shailza Sharma, Fabio Cuzzolin. Feature boosting with efficient attention for scene parsing, Neurocomputing (2024), vol. 601, pp. 128222. Link
  • Sharma, Shailza, Dhall, Abhinav, Kumar, Dr Vinay, Singh, Vivek. Dual Stage Semantic Information Based Generative Adversarial Network For Image Super-Resolution, Proceedings of the Fourteenth Indian Conference on Computer Vision, Graphics and Image Processing (2023), pp. 1--9.
  • Teeti, Izzeddin, Bhargav, Rongali Sai, Singh, Vivek, Bradley, Andrew, Banerjee, Biplab, Cuzzolin, Fabio. Temporal DINO: A Self-supervised Video Strategy to Enhance Action Prediction, 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (2023), pp. 3273--3283.
  • Rast, Alexander, Singh, Vivek, Plunkett, Steve, Crean, Andrew, Cuzzolin, Fabio. What Are We Automating? On the Need for Vision and Expertise When Deploying AI Systems, Business Digital Transformation: Selected Cases from Industry Leaders (2023), pp. 17--43.
  • Eisenmann, Matthias, Reinke, Annika, Weru, Vivienn, Tizabi, Minu D, Isensee, Fabian, Adler, Tim J, Ali, Sharib, Andrearczyk, Vincent, Singh, Vivek, Baid, Ujjwal, others. Why is the winner the best?, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2023), pp. 19955--19966.
  • Eisenmann, Matthias, Reinke, Annika, Weru, Vivienn, Tizabi, Minu Dietlinde, Isensee, Fabian, Adler, Tim J, Godau, Patrick, Cheplygina, Veronika, Singh, Vivek, Ali, Sharib, others. Biomedical image analysis competitions: The state of current participation practice, arXiv preprint arXiv:2212.08568 (2022).
  • Bawa, Vivek Singh, Sharma, Shailza, Usman, Mohammed, Gupta, Abhimat, Kumar, Vinay. An automatic multimedia likability prediction system based on facial expression of observer, Ieee Access (2021), vol. 9, pp. 110421--110434.
  • Bawa, Vivek Singh, Singh, Gurkirt, KapingA, Francis, Skarga-Bandurova, Inna, Oleari, Elettra, Leporini, Alice, Landolfo, Carmela, Zhao, Pengfei, Xiang, Xi, Luo, Gongning, others. The saras endoscopic surgeon action detection (esad) dataset: Challenges and methods, arXiv preprint arXiv:2104.03178 (2021).
  • Bawa, Vivek Singh, Singh, Gurkirt, KapingA, Francis, Skarga-Bandurova, Inna, Leporini, Alice, Landolfo, Carmela, Stabile, Armando, Setti, Francesco, Muradore, Riccardo, Oleari, Elettra, others. Esad: Endoscopic surgeon action detection dataset, arXiv preprint arXiv:2006.07164 (2020).
  • Bawa, Vivek Singh, Kumar, Vinay. Mutually independent feature flow: An approach to produce fixed complexity latent space for improved performance and decreased parameter count, Future Generation Computer Systems (2020), vol. 110, pp. 1067--1078.
  • Skarga-Bandurova, Inna, Siriak, Rostyslav, Biloborodova, Tetiana, Cuzzolin, Fabio, Bawa, Vivek Singh, Mohamed, Mohamed Ibrahim, Samuel, R Dinesh Jackson. Surgical Hand Gesture Prediction for the Operating Room., pHealth (2020), pp. 97--103.
  • Sharma, Shailza, Bawa, Vivek Singh, Kumar, Vinay. A novel two-stage residual learning based convolutional neural network for image super resolution, Fundamenta Informaticae (2019), vol. 168, no. 2-4, pp. 335--351.
  • Bawa, Vivek Singh, Kumar, Vinay. Emotional sentiment analysis for a group of people based on transfer learning with a multi-modal system, Neural Computing and Applications (2019), vol. 31, no. 12, pp. 9061--9072.
  • Bawa, Vivek Singh, Kumar, Vinay. Linearized sigmoidal activation: A novel activation function with tractable non-linear characteristics to boost representation capability, Expert Systems with Applications (2019), vol. 120, pp. 346--356.
  • Kumar, Vinay, Bawa, Vivek Singh, Upadhyay, Rahul. No reference image quality assessment metric based on regional mutual information among images, arXiv preprint arXiv:1901.05811 (2019).
  • Bawa, Vivek Singh, Kumar, Krishan, Kumar, Vinay. A generalized non-linear method for distortion correction and top-down view conversion of fish eye images, Image Analysis and Stereology (2017), vol. 36, no. 2, pp. 141--150.
  • Sachdeva, Sagar, Kumar, Vinay, Bawa, Vivek Singh. Generalized Hebbian Algorithm based technique for image compression, 2017 4th International Conference on Signal Processing, Computing and Control (ISPCC) (2017), pp. 608--615.