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Nareddy, KKR and Kamath, AJ and Seelamantula, CS (2024) IMAGE RESTORATION WITH GENERALIZED L2 LOSS AND CONVERGENT PLUG-AND-PLAY PRIORS. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024, 14 April 2024through 19 April 2024, Seoul, pp. 2515-2519.
Shetty, N and Bandla, M and Neema, N and Asokan, S and Seelamantula, CS (2024) MOMENTUM-IMBUED LANGEVIN DYNAMICS (MILD) FOR FASTER SAMPLING. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024, 14 - 19 April 2024, Seoul, pp. 6635-6639.
Kasireddy, HR and Kallam, UR and Mantrala, SKS and Kongara, H and Shivhare, A and Saita, J and Vijay, S and Prasad, R and Raman, R and Seelamantula, CS (2023) Deep-Learning-Based Visualization and Volumetric Analysis of Fluid Regions in Optical Coherence Tomography Scans. In: Diagnostics, 13 (16).
Reddy, NKK and Bulusu, MM and Pokala, PK and Seelamantula, CS (2023) Quantized Proximal Averaging Networks for Compressed Image Recovery. In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023, 18 - 22 June 2023, Vancouver, BC, Canada, pp. 4633-4643.
Kumar, JRH and Seelamantula, CS and Gagan, JH and Kamath, YS and Kuzhuppilly, NIR and Vivekanand, U and Gupta, P and Patil, S (2023) Chákṣu: A glaucoma specific fundus image database. In: Scientific Data, 10 (1).
Mangalwedhekar, R and Singh, N and Thakur, CS and Seelamantula, CS and Jose, M and Nair, D (2023) Achieving nanoscale precision using neuromorphic localization microscopy. In: Nature Nanotechnology .
Kumar Reddy, NK and Killedar, V and Seelamantula, CS (2023) Quantized Generative Models for Solving Inverse Problems. In: UNSPECIFIED, pp. 1520-1525.
Mache, S and Chatterjee, A and Rajendran, K and Seelamantula, CS (2022) Hilbert–Huang Transform and Energy Rate Functions for Earthquake Source Characterization—A Study from the Japan Trench. In: Bulletin of the Seismological Society of America, 112 (6). pp. 2847-2858.
Reddy Nareddy, KK and Mache, S and Pokala, PK and Seelamantula, CS (2022) AN ENSEMBLE OF PROXIMAL NETWORKS FOR SPARSE CODING. In: Proceedings - International Conference on Image Processing, ICIP, 16 - 19 October 2022, Bordeaux, pp. 1251-1255.
Killedar, V and Seelamantula, CS (2022) COMPRESSIVE PHASE RETRIEVAL BASED ON SPARSE LATENT GENERATIVE PRIORS. In: 47th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022, 23 - 27 May 2022, Virtual, Online at Singapore, pp. 1596-1600.
Kamath, AJ and Seelamantula, CS (2022) DIFFERENTIATE-AND-FIRE TIME-ENCODING OF FINITE-RATE-OF-INNOVATION SIGNALS. In: 47th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022, 23 - 27 May 2022, Virtual, Online at Singapore, pp. 5637-5641.
John, A and Sadasivan, J and Seelamantula, CS (2021) Adaptive Savitzky-Golay Filtering in Non-Gaussian Noise. In: IEEE Transactions on Signal Processing, 69 . pp. 5021-5036.
Killedar, V and Pokala, PK and Seelamantula, CS (2021) Sparsity driven latent space sampling for generative prior based compressive sensing. In: 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021, 6-11 Jun 2021, pp. 2895-2899.
Shastri, SK and Rudresh, SVS and Anand, R and Nagesh, S and Seelamantula, CS and Thittai, AK (2020) Axial super-resolution in ultrasound imaging with application to non-destructive evaluation. In: Ultrasonics, 108 .
Chemudupati, S and Pokala, PK and Seelamantula, CS (2020) Non-Convex Optimization for Sparse Interferometric Phase Estimation. In: 2020 IEEE International Conference on Image Processing, 25-28, September 2020, Abu Dhabi, United Arab Emirates, pp. 2885-2889.
Asokan, S and Seelamantula, CS (2020) Teaching a GAN what not to learn. In: 34th Conference on Neural Information Processing Systems, NeurIPS 2020, 6- 12 December 2020, Virtual, Online.
Jawali, D and Pokala, PK and Seelamantula, CS (2020) Cornet: Composite-Regularized Neural Network for Convolutional Sparse Coding. In: Proceedings - International Conference on Image Processing, 25-28, September 2020, Virtual, Abu Dhabi; United Arab Emirates, pp. 818-822.
Pokala, PK and Chemudupati, S and Seelamantula, CS (2020) Generalized Fast Iteratively Reweighted Soft-Thresholding Algorithm for Sparse Coding under Tight Frames in the Complex-Domain. In: Proceedings - International Conference on Image Processing, ICIP, 25-28 September 2020, Abu Dhabi; United Arab Emirates, pp. 2875-2879.
Srinath, S and Rudresh, S and Seelamantula, CS and Hareesh, G and Murali Krishna, P (2020) Nyquist Pulses for Sub-Nyquist Sampling - Application to Underwater Imaging. In: IEEE International Conference on Image Processing, ICIP 2020, 25-28, September 2020, Virtual, Abu Dhabi; United Arab Emirates, pp. 2965-2969.
Pokala, PK and Seelamantula, CS (2020) Projected Improved Fista and Application to Image Deblurring. In: IEEE International Conference on Image Processing, ICIP 2020, 25-28, September 2020, Abu Dhabi United Arab Emirates, pp. 1043-1047.
Pokala, PK and Seelamantula, CS (2020) Accelerated Weighted ℓ1-Minimization for MRI Reconstruction Under Tight Frames in Complex Domain. In: SPCOM 2020 - International Conference on Signal Processing and Communications, 19 - 24 July 2020, Bangalore.
Pokala, PK and Kumar Uttam, P and Seelamantula, CS (2020) Confirmnet: Convolutional Firmnet and Application to Image Denoising and Inpainting. In: 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020, 4-8, May 2020, Barcelona, Spain, pp. 8663-8667.
Kulkarni, P and Sadasivan, J and Adiga, A and Seelamantula, CS (2020) Epoch Estimation from a Speech Signal Using Gammatone Wavelets in a Scattering Network. In: 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020, 4-8, May 2020, Barcelona, Spain, pp. 7364-7368.
Mahurkar, AG and Seelamantula, CS (2020) Minkowski-Algebra-Based Super-Sparse Array Design for Super-Resolution Ultrasound Imaging. In: IEEE Signal Processing Letters, 27 . pp. 1060-1064.
Kishore, V and Seelamantula, CS (2020) Wirtinger Flow Algorithms for Phase Retrieval from Binary Measurements. In: 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020, 4 May 2020, Spain, pp. 5750-5754.
Raj, PK and Manjunath, A and Kumar, JRH and Seelamantula, CS (2020) Automatic Classification of Artery/Vein from Single Wavelength Fundus Images. In: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 3-7 April 2020, Iowa City, IA, USA, USA, pp. 1262-1265.
Paul, S and Gundabattula, HD and Seelamantula, CS and Mujeeb, VR and Prasad, AS (2020) Fully-Automated Semantic Segmentation of Wireless Capsule Endoscopy Abnormalities. In: 17th IEEE International Symposium on Biomedical Imaging, ISBI 2020, 3 - 7 Apr 2020, Iowa City, pp. 221-224.
Sadasivan, J and Seelamantula, CS and Muraka, NR (2020) Speech Enhancement Using a Risk Estimation Approach. In: Speech Communication, 116 . pp. 12-29.
Pokala, PK and Chemudupati, S and Seelamantula, CS (2020) Adaptive Weighted Minimax-Concave Penalty Based Dictionary Learning for Brain MR Images. In: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 3-7 April 2020, Iowa City, IA, USA, pp. 1929-1932.
Kumar, JRH and Seelamantula, CS and Mohan, A and Shetty, R and Berendschot, TJM and Webers, CAB (2020) Automatic analysis of normative retinal oximetry images. In: PLoS ONE, 15 (5). pp. 1-15.
Mangalore, AR and Seelamantula, CS and Thakur, CS (2020) Neuromorphic fringe projection profilometry. In: IEEE Signal Processing Letters, 27 . pp. 1510-1514.
Mukherjee, S and Seelamantula, CS (2020) Quantization-aware phase retrieval. In: International Journal of Wavelets, Multiresolution and Information Processing .
Dhiman, JK and Adiga, N and Seelamantula, CS (2019) On the suitability of the Riesz spectro-temporal envelope for WavENet based speech synthesis. In: 20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019, 15 - 19 September 2019, Graz, pp. 944-948.
Gupta, SK and Kumar, K and Seelamantula, CS and Thakur, CS (2019) A Portable Ultrasound Imaging System Utilizing Deep Generative Learning-Based Compressive Sensing on Pre-Beamformed RF Signals. In: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 23-27 July 2019, Berlin, Germany, Germany, pp. 2740-2743.
Gupta, SK and Kumar, K and Seelamantula, CS and Thakur, CS (2019) A Portable Ultrasound Imaging System Utilizing Deep Generative Learning-Based Compressive Sensing on Pre-Beamformed RF Signals. In: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019, 23-27 July 2019, Berlin; Germany, pp. 2740-2743.
Dey, S and Tahiliani, K and Harish Kumar, JR and Pediredla, AK and Seelamantula, CS (2019) Automatic Segmentation of Optic Disc Using Affine Snakes in Gradient Vector Field. In: 44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019, 12 - 17 May 2019, Brighton, pp. 1204-1208.
Kamath, AJ and Rudresh, S and Seelamantula, CS (2019) FRI Modelling of Fourier Descriptors. In: 44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019, 12 - 17 May 2019, Brighton, pp. 5092-5096.
Jawali, D and Kumar, A and Seelamantula, CS (2019) A Learning Approach for Wavelet Design. In: 44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019, 12 - 17 May 2019, Brighton, pp. 5018-5022.
Dhiman, JK and Seelamantula, CS (2019) A Spectro-temporal Technique for Estimating Aperiodicity and Voiced/unvoiced Decision Boundaries of Speech Signals. In: 44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019, 12 May 2019through 17 May 2019, Brighton, pp. 6510-6514.
Mukherjee, S and Seelamantula, CS (2019) A singular value relaxation technique for learning sparsifying transforms. In: 12th International Conference on Signal Processing and Communications, SPCOM 2018, 16 - 19 July 2018, Bangalore, pp. 70-74.
Sadasivan, VS and Seelamantula, CS (2019) High accuracy patch-level classification of wireless capsule endoscopy images using a convolutional neural network. In: 16th IEEE International Symposium on Biomedical Imaging, ISBI 2019, 8 - 11 April 2019, Venice, pp. 96-99.
Mahurkar, AG and Pokala, P and Seelamantula, CS (2019) Iteratively-reweighted beamforming for high-resolution ultrasound imaging. In: 16th IEEE International Symposium on Biomedical Imaging, ISBI 2019, 8 - 11 April 2019, Venice, pp. 1745-1748.
Sainathan, A and Seelamantula, CS (2019) Phase Retrieval - A Deconvolution Perspective. In: UNSPECIFIED, pp. 114-121.
Sridhar, H and Harish Kumar, JR and Jois, S and Seelamantula, CS (2019) An unconstrained ellipse fitting technique and application to optic cup segmentation. In: 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings, 26 November 2018 through 29 November 2018, United States, pp. 514-518.
Harish Kumar, JR and Seelamantula, CS and Andrade, J and Rajagopal, KV (2018) Automatic Segmentation of Lumen Intima Layer in Transverse Mode Ultrasound Images. In: 2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, OCT 07-10, 2018, Athens, GREECE, pp. 3493-3497.
De, A and Seelamantula, CS (2018) Design of Sampling Kernels and Sampling Rates for Two-Dimensional Finite Rate of Innovation Signals. In: 25th IEEE International Conference on Image Processing, ICIP 2018, 7 - 10 October 2018, Athens; Greece, pp. 1443-1447.
Vijayan, K and Dhiman, JK and Seelamantula, CS (2017) Time-frequency coherence for periodic-aperiodic decomposition of speech signals. In: 18th Annual Conference of the International Speech Communication Association, INTERSPEECH 2017, 20 - 24 August 2017, Stockholm, pp. 329-333.
Dhiman, JK and Adiga, N and Seelamantula, CS (2017) A spectro-temporal demodulation technique for pitch estimation. In: 18th Annual Conference of the International Speech Communication Association, INTERSPEECH 2017, 20 - 24 August 2017, Stockholm, pp. 2306-2310.
