Soumyadip Sengupta
12 papers · 2017–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (33) π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
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Renaissance Researcher
(5)
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
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Research topics
Computer Vision
(10)
Deep Learning
(9)
Machine Learning
(7)
Analysis
(7)
Processing
(6)
Generation
(4)
Application Areas
(3)
Architectures
(3)
Learning Types Β· Deep Learning
(3)
Models
(3)
Core AI
(2)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Keywords
neural rendering
(3)
3d reconstruction
(3)
semantic segmentation
(2)
photometric stereo
(2)
surface normal estimation
(2)
image matting
(2)
shape estimation
(2)
albedo estimation
(2)
depth estimation
(2)
inverse rendering
(2)
real-time processing
(2)
data augmentation
(1)
lighting estimation
(1)
neural network optimization
(1)
scene understanding
(1)
structure from motion
(1)
computer vision
(1)
reflectance estimation
(1)
geometry estimation
(1)
motion transfer
(1)
Papers
Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement
WACV 2024
MVPSNet: Fast Generalizable Multi-view Photometric Stereo
ICCV 2023
Fast Light-Weight Near-Field Photometric Stereo
CVPR 2022
Robust High-Resolution Video Matting With Temporal Guidance
WACV 2022
A Light Stage on Every Desk
ICCV 2021
Real-Time High-Resolution Background Matting
CVPR 2021
Shape and Material Capture at Home
CVPR 2021
Background Matting: The World Is Your Green Screen
CVPR 2020
Lifespan Age Transformation Synthesis
ECCV 2020
Neural Inverse Rendering of an Indoor Scene From a Single Image
ICCV 2019
SfSNet: Learning Shape, Reflectance and Illuminance of Faces `in the Wild'
CVPR 2018
A New Rank Constraint on Multi-View Fundamental Matrices, and Its Application to Camera Location Recovery
CVPR 2017