Sotabase

Career

· Manager Data Engineering / Senior Manager Data Engineering, Morgan Stanley2024–
· Software Engineer II, Amazon2023–
· Senior Member of Technical Staff, Salesforce2023–
· Senior Dev Engineer, Technoidentity2023–
· Associate Systems Engineer, IBM2014–
· Full-stack Software Developer, Jio Platforms Limited, IBM2014–
· SDE1, Reliance Jio2014–

Publications (54)

Non-local Deep Features for Salient Object Detection
Computer Vision and Pattern Recognition · 2017
547
cited
Intra-retinal layer segmentation in optical coherence tomography images.
Optics Express · 2009
231
cited
MIO-TCD: A New Benchmark Dataset for Vehicle Classification and Localization
IEEE Transactions on Image Processing · 2018
135
cited
General Bayesian Estimation for Speckle Noise Reduction in Optical Coherence Tomography Retinal Imagery References and Links
117
cited
Decoupled Active Contour (DAC) for Boundary Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2011
114
cited
Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks
Neural Processing Letters · 2016
44
cited
Stochastic image denoising based on Markov-chain Monte Carlo sampling
Signal Processing · 2011
44
cited
Improved interactive medical image segmentation using Enhanced Intelligent Scissors (EIS)
Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 2008
42
cited
Sparse Reconstruction of Breast MRI Using Homotopic $L_0$ Minimization in a Regional Sparsified Domain
IEEE Transactions on Biomedical Engineering · 2013
37
cited
A Novel Algorithm for Extraction of the Layers of the Cornea
Canadian Conference on Computer and Robot Vision · 2009
30
cited
A Hidden Markov Model for Vehicle Detection and Counting
2015 12th Conference on Computer and Robot Vision · 2015
26
cited
Intervertebral Disc Segmentation and Volumetric Reconstruction From Peripheral Quantitative Computed Tomography Imaging
IEEE Transactions on Biomedical Engineering · 2009
26
cited
Quasi-Monte Carlo Estimation Approach for Denoising MRI Data Based on Regional Statistics
IEEE Transactions on Biomedical Engineering · 2011
24
cited
KPAC: A Kernel-Based Parametric Active Contour Method for Fast Image Segmentation
IEEE Signal Processing Letters · 2010
18
cited
Accurate Boundary Localization using Dynamic Programming on Snakes
Canadian Conference on Computer and Robot Vision · 2008
12
cited
Quasi-random nonlinear scale space
Pattern Recognition Letters · 2010
12
cited
Shape-guided active contour based segmentation and tracking of lumbar vertebrae in video fluoroscopy using complex wavelets
Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 2008
11
cited
An adaptive Monte Carlo approach to nonlinear image denoising
International Conference on Pattern Recognition · 2008
10
cited
VeNICE: A very deep neural network approach to no-reference image assessment
International Conference on Industrial Technology · 2017
10
cited
Generalized Probabilistic Scale Space for Image Restoration
IEEE Transactions on Image Processing · 2010
8
cited
Sotabase
Akshaya Kumar | Researcher Profile | Sotabase | Sotabase