5 citations · 12 across the 18 of their papers we have counts for
6 papers · 1 filter
Deep Generative Filter for Motion Deblurring
Sainandan Ramakrishnan, Shubham Pachori. Aalok Gangopadhyay, Shanmuganathan Raman
Removing blur caused by camera shake in images has always been a challenging problem in computer vision literature due to its ill-posed nature. Motion blur caused due to the relati…
Facial Expression Recognition using Visual Saliency and Deep Learning
Viraj Mavani, Shanmuganathan Raman, Krishna P Miyapuram
We have developed a convolutional neural network for the purpose of recognizing facial expressions in human beings. We have fine-tuned the existing convolutional neural network mod…
Automatic Trimap Generation for Image Matting
Vikas Gupta, Shanmuganathan Raman
Image matting is a longstanding problem in computational photography. Although, it has been studied for more than two decades, yet there is a challenge of developing an automatic m…
Iterative Spectral Clustering for Unsupervised Object Localization
Aditya Vora, Shanmuganathan Raman
This paper addresses the problem of unsupervised object localization in an image. Unlike previous supervised and weakly supervised algorithms that require bounding box or image lev…
Flow-free Video Object Segmentation
Aditya Vora, Shanmuganathan Raman
Segmenting foreground object from a video is a challenging task because of the large deformations of the objects, occlusions, and background clutter. In this paper, we propose a fr…
Hashing in the Zero Shot Framework with Domain Adaptation
Shubham Pachori, Ameya Deshpande, Shanmuganathan Raman
Techniques to learn hash codes which can store and retrieve large dimensional multimedia data efficiently have attracted broad research interests in the recent years. With rapid ex…