Publications

Conference Papers:

• Behzad Hasani, Pooran Singh Negi, Mohammad Mahoor, Bounded Residual Gradient Networks (BReG-Net) for Facial Affect Computing. IEEE Automatic Face & Gesture Recognition (FG 2019) [pdf]
• Wassan Hayale, Pooran Singh Negi and Dr. Mohammad Mahoor, Facial Expression Recognition Using Deep Siamese Neural Network with Supervised Controlled Loss function. IEEE FG 2019 - Special Session “Fundamental Challenges in Modeling, Representation and Synthesis of Gestures”. link
• J. Hsu, P. Negi, M. Nenov, F. Thomas, C. Kayasandik, A. Limon, B.E. Hjelm, M.O. Vawter, S. Prasad, D. Labate, F. Akt Dysfunction Leads to Structure- Function Changes in the Voltage-Gated Na+ Channel Complex at Axonal Initial Segment That Mimic Endophenotypes Associated With Schizophrenia. ACNP 56th Annual Meeting (2017) in Neuropsychopharmacology 2017
• Labate and P. S. Negi, "3D discrete shearlet transform and video denoising", Wavelets XIV (San Diego, CA, 2011), SPIE Proc. 8138 (2011). [pdf]
• P. S. Negi, David Chan, Mohammad Mahoor, Mixed Cross Entropy Loss: Prior Beliefs For Training Deep Neural Networks, arxiv
• Diwanshu Shekhar, Pooran Singh Negi, Mohammad Mahoor, A Bi-Encoder LSTM Model For Learning Unstructured Dialogs, Under review International Conference on Computational Linguistics (COLING 2018)
• Pooran Singh Negi, Mohammad Mahoor, Deep Neural Network Based on Quadratic and Higher Order Forms. To be Submitted CVPR 2020

Journal Articles:

• Kayasandik, Cihan, Negi, Pooran, Laezza, Fernanda; Papadakis, Manos; Labate, Demetrio, Automated sorting of neuronal trees in fluorescent images of neuronal networks using NeuroTreeTracer. Scientific Reports (Nature Publisher Group); London Vol. 8, (Apr 2018): 1-12. link
• P. Negi, P. Singh, F. Laezza, M. Papadakis, D. Labate, Multiscale analysis of neurite orientation and spatial organization in neuronal images. Neuroinformatics, 14(4) p. 465-77 (2016) [pdf]
• B. Ozcan, P. Negi, F. Laezza, M. Papadakis, D. Labate, Automated detection of soma location and morphology in neuronal network cultures, PLOS ONE 10(4) (2015). [pdf]
• D. Labate, F. Laezza, P. Negi, B. Ozcan, M. Papadakis, Efficient processing of fluorescence images using directional multiscale representations, to appear in Math. Model. Nat. Phenom. Vol. 4, No. 1, 2014. [pdf]
• Demetrio Labate, Lucia Mantovani, Pooran Singh Negi, "Shearlet Smoothness Spaces", Journal of Fourier Analysis and Applications, 19(3) p. 577-611 (2013). [pdf]
• G. Easley, D. Labate, and P. S. Negi. "3D Data Denoising Using Combined Sparse Dictionaries", Math. Model. Nat. Phenom, 8(1) p. 60-74 (2013). . [pdf]
• Pooran Singh Negi, Demetrio Labate. "3D Discrete Shearlet Transform and Video Processing", IEEE Trans. Image Processing, vol. 21, no. 6, pp. 2944-2954, June 2012. [pdf]

Poster Presentation:

Pooran Singh Negi, Demetri Labate, 3D Discrete Shearlet Transform, FFT2011 (University of Maryland). [pdf]

Ph.D Thesis:

Directional multiscale analysis using shearlet - Theory and applications. [pdf]