1.9k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Aalborg UniversityDK2 papers
- Indian Institute of Information Technology AllahabadIN2 papers
- Indian Institute of Technology MadrasIN2 papers
- Arizona State UniversityUS1 paper
- Birla Institute of Technology and Science - Hyderabad CampusIN1 paper
- Birla Institute of Technology and Science, PilaniIN1 paper
- Central Research Institute for Dryland AgricultureIN1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Indian Institute of Information Technology Dharwad1 paper
- Indian Institute of Information Technology LucknowIN1 paper
- Indian Institute of Technology DelhiIN1 paper
- Indian Institute of Technology DharwadIN1 paper
21 papers
A Comprehensive Review of Leap Motion Controller-based Hand Gesture Datasets
Bharatesh Chakravarthi, Prabhu Prasad B M, Pavan Kumar B N
This paper comprehensively reviews hand gesture datasets based on Ultraleap's leap motion controller, a popular device for capturing and tracking hand gestures in real-time. The ai…
Distribution and divisibility of the Fourier coefficients of certain Hauptmoduln
Chiranjit Ray
Suppose and are the Hauptmoduln of the congruence subgroup and the Fricke group , respectively. In [7], the authors predicted that, like…
HRel: Filter Pruning based on High Relevance between Activation Maps and Class Labels
CH Sarvani, Mrinmoy Ghorai, Shiv Ram Dubey +1
This paper proposes an Information Bottleneck theory based filter pruning method that uses a statistical measure called Mutual Information (MI). The MI between filters and class la…
MERANet: Facial Micro-Expression Recognition using 3D Residual Attention Network
Viswanatha Reddy Gajjala, Sai Prasanna Teja Reddy, Snehasis Mukherjee +1
Micro-expression has emerged as a promising modality in affective computing due to its high objectivity in emotion detection. Despite the higher recognition accuracy provided by th…
Vocal Tract Length Perturbation for Text-Dependent Speaker Verification with Autoregressive Prediction Coding
Achintya kr. Sarkar, Zheng-Hua Tan
In this letter, we propose a vocal tract length (VTL) perturbation method for text-dependent speaker verification (TD-SV), in which a set of TD-SV systems are trained, one for each…
Fighting an Infodemic: COVID-19 Fake News Dataset
Parth Patwa, Shivam Sharma, Srinivas Pykl +6
Along with COVID-19 pandemic we are also fighting an `infodemic'. Fake news and rumors are rampant on social media. Believing in rumors can cause significant harm. This is further…
UIAI System for Short-Duration Speaker Verification Challenge 2020
Md Sahidullah, Achintya Kumar Sarkar, Ville Vestman +5
In this work, we present the system description of the UIAI entry for the short-duration speaker verification (SdSV) challenge 2020. Our focus is on Task 1 dedicated to text-depend…
AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning
S. H. Shabbeer Basha, Sravan Kumar Vinakota, Viswanath Pulabaigari +2
Transfer learning enables solving a specific task having limited data by using the pre-trained deep networks trained on large-scale datasets. Typically, while transferring the lear…
PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation
Kancharagunta Kishan Babu, Shiv Ram Dubey
In many real world scenarios, it is difficult to capture the images in the visible light spectrum (VIS) due to bad lighting conditions. However, the images can be captured in such…
AutoFCL: Automatically Tuning Fully Connected Layers for Handling Small Dataset
S. H. Shabbeer Basha, Sravan Kumar Vinakota, Shiv Ram Dubey +2
Deep Convolutional Neural Networks (CNN) have evolved as popular machine learning models for image classification during the past few years, due to their ability to learn the probl…
HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification
Swalpa Kumar Roy, Gopal Krishna, Shiv Ram Dubey +1
Hyperspectral image (HSI) classification is widely used for the analysis of remotely sensed images. Hyperspectral imagery includes varying bands of images. Convolutional Neural Net…
Impact of Fully Connected Layers on Performance of Convolutional Neural Networks for Image Classification
S. H. Shabbeer Basha, Shiv Ram Dubey, Viswanath Pulabaigari +1
The Convolutional Neural Networks (CNNs), in domains like computer vision, mostly reduced the need for handcrafted features due to its ability to learn the problem-specific feature…
Feature Analysis for Classification of Physical Actions using surface EMG Data
Anish C. Turlapaty, Balakrishna Gokaraju
Based on recent health statistics, there are several thousands of people with limb disability and gait disorders that require a medical assistance. A robot assisted rehabilitation…
RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification
S H Shabbeer Basha, Soumen Ghosh, Kancharagunta Kishan Babu +3
Efficient and precise classification of histological cell nuclei is of utmost importance due to its potential applications in the field of medical image analysis. It would facilita…
Enhanced Session Initiation Protocols for Emergency Healthcare Applications
Saha Sourav, Vanga Odelu, Rajendra Prasath
In medical emergencies, an instant and secure messaging is an important service to provide quality healthcare services. A session initiation protocol (SIP) is an IP-based multimedi…
SceneEDNet: A Deep Learning Approach for Scene Flow Estimation
Ravi Kumar Thakur, Snehasis Mukherjee
Estimating scene flow in RGB-D videos is attracting much interest of the computer vision researchers, due to its potential applications in robotics. The state-of-the-art techniques…
Average Biased ReLU Based CNN Descriptor for Improved Face Retrieval
Shiv Ram Dubey, Soumendu Chakraborty
The convolutional neural networks (CNN), including AlexNet, GoogleNet, VGGNet, etc. extract features for many computer vision problems which are very discriminative. The trained CN…
LDOP: Local Directional Order Pattern for Robust Face Retrieval
Shiv Ram Dubey, Snehasis Mukherjee
The local descriptors have gained wide range of attention due to their enhanced discriminative abilities. It has been proved that the consideration of multi-scale local neighborhoo…
Local Directional Relation Pattern for Unconstrained and Robust Face Retrieval
Shiv Ram Dubey
Face recognition is still a very demanding area of research. This problem becomes more challenging in unconstrained environment and in the presence of several variations like pose,…
On Minimum Average Stretch Spanning Trees in Polygonal 2-trees
N. S. Narayanaswamy, G. Ramakrishna
A spanning tree of an unweighted graph is a minimum average stretch spanning tree if it minimizes the ratio of sum of the distances in the tree between the end vertices of the grap…
Tree t-spanners in Outerplanar Graphs via Supply Demand Partition
N. S. Narayanaswamy, G. Ramakrishna
A tree t-spanner of an unweighted graph G is a spanning tree T such that for every two vertices their distance in T is at most t times their distance in G. Given an unweighted grap…