Thesis: 

 

Thesis: Learning with Weak Supervision for Visual Scene Understanding

Thesis: Understanding Text in Scene Images

Thesis: Anatomical Structure Segmentation in Retinal Images with Some Applications in Disease Detection

Thesis: Automatic Reginal Image Analysis for the Detection of Glaucoma

 

Thesis: Document Image Layout Segmentation and Applications

 

Thesis: Recognition and Retrieval from Document Image Collections

 

Thesis: Towards Machine-understanding of Document Images

Thesis: Human Pose Retrieval for Image and Video collections

Thesis: Computational Displays

 

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Thesis: Aligning Textual & Visual Data : Towards Scalable Multimedia Retrieval

 

Thesis: Learning Representations for Word Images

Thesis:Optimization for and by Machine Learning

Thesis: Geometry-aware methods for efficient and accurate 3D reconstruction

Thesis: Recognizing People in Image and Videos

Thesis: Understanding Semantic Association Between Images and Text

Thesis: Interpretation and Analysis of Deep Face Representations:Methods and Applications

Area of Interest: Medical Image Processing

Area of Interest: Image Processing on GPU

Thesis: Towards Label Free Few Shot Learning : How Far Can We Go?

Thesis: Revolutionizing TV Show Experience: Using Recaps for Multimodal Story Summarization

Area of Interest: Computer Vision, Multimodal Learning

Area of Interest: Computational Photography, Image processing, Computer vision, Artificial Intelligence

Area of Interest: Machine Learning, Image Processing, Computer Vision

Area of Interest: Medical Image Processing, Deep Learning and Pure Mathematics

Area of Interest: Computer Vision, Generative Modelling

Area of Interest: Generative Modeling, Unsupervised Learning, Audio-Visual Learning

Area of Interest: Action recognition and segmentation, Deep Learning

Area of Interest: Object Segmentation, Sports Analytics

Area of Interest: 3D Computer Vision and Computer Graphics

Thesis: Computer Vision on Road Scenes: Benchmarking, and Open World Object Detection

Area of Interest: Computer Graphics, Rendering

Thesis: Learning Emotions and Mental States in Movie Scenes

Area of Interest: Medical Image Processing

Area of Interest: Computer Vision, Deep Learning

Thesis: Role of Scene Text Understanding in Enhancing Driver Assistance

Area of Interest: Medical Image Processing

Area of Interest: Applied Machine Learning, Brain-Graph signal processing

Area of Interest: computer vision for autonomous navigation

Area of Interest:Computer Vision with focus on Egocentric (first-person) vision.

Area of Interest: High Performance Computing, Graphics and Computer Vision

Area of Interest: Computer Vision, DeepFakes, Vision with Speech/Language

Area of Interest: TBD

Area of Interest: TBD

Thesis: Multi-Object Multi-Part Scene Parsing

Area of Interest: Biometrics

Thesis: Predictive Modeling of Accident-Prone Road Zones and Action Recognition in Unstructured Traffic Scenarios using ADAS Systems at Population Scale

Area of Interest: TBD

Area of Interest: Computer Vision | Deep Learning | Face Biometrics | Semi Supervised Learning

Area of Interest: Computer Vision, Multimodal deep learning- Vision with Speech/Languag

Area of Interest: Machine Learning, Pattern Recognition, Computer Vision

Area of Interest: Computer Vision

Area of Interest: TBD

Area of Interest:Computer vision, Deep learning, Multimodal Optimization and 3D Vision

Area of Interest:Computer vision, Deep learning, 3D vision.

Area of Interest: Computer Vision, Human Computer Interaction

Area of Interest: TBD

Thesis: Text-based Video Question Answering

Area of Interest: Computer Vision, Machine learning

Area of Interest: Face Reconstruction, Biometrics, Computer Vision, Deep Learning

Area of Interest: Statistics and Machine Learning

Area of Interest: Machine Learning, Computer Vision, Vision and Language, Multimedia Systems

Thesis: Towards Understanding Small Objects in Indian Driving Situations

Area of Interest: Spectral Clustering, Spectral Graph Theory, Image Classification

Area of Interest: TBD

Area of Interest: Deep Learning and Computer vision

Area of Interest: Computer Vision, Machine Learning, Computational Cinematography

Area of Interest: Deep Learning, Computer Vision, Reinforcement Learning

Area of Interest: Computer Vision, Deep Learning, Medical Image Analysis (Histopathology)

Area of Interest:Computer vision, Deep learning Multimodal learning: Vision + Speech/Language

Area of Interest: Medical Image Processing, Neuro surface analysis, Deep learning.

Area of Interest:Imaging Genomics, Medical Image Analysis, Deep Learning

Area of Interest: Computer Vision, Crowd Counting, Image Processing

Area of Interest: Information Retrieval, Handwritten text understanding, Multi-modal learning

Area of Interest: Computer Vision, Machine Learning

Area of Interest: Biometrics, Computer Vision, Deep Learning

Area of Interest: Generalization and capacity of neural networks

Area of Interest: Computer Vision/Graphics

Area of Interest: Speech Processing, Computer Vision and Deep Learning

Thesis: Monocular 3D Human Body Reconstruction

Thesis: Extending Visual Object Tracking for Long Time Horizons

Thesis:Multimodal Emotion Recognition from Advertisements with Application to Computational Advertising

Thesis: Audio-Visual Speech Recognition and Synthesis

Thesis:Understanding Short Social Video Clips using Visual-Semantic Joint Embedding

Thesis:Script and Language Identification for Document Images and Scene Texts

Thesis: Exploring Binarization and Pruning of Convolutional Neural Networks

Thesis: Analyzing Racket Sports From Broadcast Videos

Thesis: Super-resolution of Digital Elevation Models With Deep Learning Solutions

Thesis: Blending the Past and Present of Automatic Image Annotation

Thesis: Enhancing OCR Performance with Low Supervision

Thesis: Optical Character Recognition as Sequence Mapping

Thesis: Human Pose Estimation: Extension and Application

Thesis: Development and Tracking of Consensus Mesh for Monocular Depth Sequences

Thesis:Landmark Detection in Retinal Images

Thesis:Tackling Low Resolution for Better Scene Understanding

Thesis: Mixed-Resolution Patch-Matching

 

Thesis:Driver Attention Monitoring using Facial Features

Thesis: Neural and Multilingual Approaches to Machine Translation for IndianLanguages and its Applications

Thesis:A design for an automated Optical Coherence Tomography analysis system

Thesis: Handwritten Word Recognition for Indic & Latin scripts using Deep CNN-RNN Hybrid Networks

Thesis:A Sketch-based Approach for Multimedia Retrieval

Thesis:Learning Deep and Compact Models for Gesture Recognition

Thesis: Towards Data-Driven Cinematography and Video Retargeting using Gaze

Thesis:Exemplar based approaches on Face Fiducial Detection and Frontalization

Thesis:Gender Differences in Facial Emotion Perception for User Profiling via Implicit Behavioral Signals

Thesis: Understanding and Describing Tennis Videos

Thesis:Unconstrained Arabic & Urdu Text Recognition using Deep CNN-RNN Hybrid Networks

Thesis: Investigation of Different Aspects of Image Quality

Thesis: Distinctive Parts for Relative attributes

Thesis: SemanticEdge Labeling usingDepth cues

Thesis: Diversity in Image Retrieval using Randomization and Learned Metrics

 

Thesis: Lip-syncing Videos In The Wild

Thesis:Active Learning & its Applications

Thesis:Population specific template construction and brain structure segmentation using deep learning methods

Thesis:Automatic Analysis of Cricket And Soccer Broadcast Videos

Thesis: Computational Imaging Techniques to Recover Omni3D Structure & Surface Properties

Thesis: Document Image Retrieval using Bag of Visual Words Model

Thesis:Combining Class Taxonomies and Multi Task Learning To Regularize Fine-grained Recognition

Thesis:Visual Perception Based Assistance for Fundus Image Readers

Thesis:Efficient Annotation of Objects for Video Analysis

Thesis: On Compact Deep Neural Networks for Visual Place Recognition, Object Recognition and Visual Localization

Thesis: Fine Pose Estimation and Region Proposals from a Single Image

Thesis: Retinal Image Quality Improvement via Learning

Thesis: Tomographic Image Reconstruction in Noisy and Limited Data Settings

Thesis: Efficient Annotation and Knowledge Distillation for Semantic Segmentation

Thesis: A New Algorithm for Ray Tracing Synthetic Light Fields on the GPU

Thesis:Error Detection and Correction in Indic OCRs

Thesis:Cognitive Vision: Examining Attention, Engagement and Cognitive load via Gaze and EEG

Thesis: Multiscale Two-view Stereo using Convolutional Neural Networks for Unrectified Images

Thesis:Machine Learning for Source-code Plagiarism Detection

Thesis: Registration of Retinal Images

Area of Interest: Multimodal Learning (video and Language)

Area of Interest:Mobility and Medical applications in Computer Vision

Area of Interest:Video Understanding, Multimodal Representation Learning

Area of Interest:Computer Vision, Deep Learning, Chart Understanding

Area of Interest:Sparse Signal Processing, Machine Learning and Pure Mathematics