The signal processing group in Electronics & communication department focuses on developing solutions to signal processing problems that can be applied to wide range of applications. Our research over the last five years focuses on medical image processing; signal modelling, audio signal processing and biomedical signal analysis and processing. The group aims to bridge the gap between the academia and industry. We have collaborations with Govt. research labs, private hospitals and clinics and international peers.
S.No | Name | E-mail ID | Area of Expertise | Experience/Funded Projects | Publication |
1 | Dr. M.K.Dutta | mkdutta@amity.edu | Audio Signal Processing, Fundus image analysis, Medical Imaging. | 15 Years 3 Projects sponsored by Govt. of India. | 130 Publications 3 Patents |
2. | Dr. Partha Sarthi Mangipudi | psmangipudi@amity.edu | Brain Signal Analysis, Information retrieval | 14 years Co-PI in 2 Projects sponsored by Govt. of India. | 30 publications |
3. | Dr. Rinki Gupta | rgupta3@amity.edu | Human and vehicle motion analysis,Multi-sensor data fusion,Time-frequency analysis, Speech and Audio signal processing | 9+ years research/teaching experience 1 project sponsored by Govt. of India. | 9 Publications |
4. | Ms. Garima Vyas | gvyas@amity.edu | Solution to speech impairment diseases using audio signal processing, Medical Imaging | 6 years | 15 Publication |
5. | Ms. Anupama Bhan | abhan@amity.edu | Diagnosis of cardiac diseases using medical image processing | 10 years Co-PI 1 project sponsored by Govt. of India. | 15 Publication |
6. | Ms. Anita Thakur | athakur@amity.edu | Medical imaging | 10 years | 15 Publication 2 Patents |
7. | Mr. Manmohan | mmsingh@amity.edu | Palm vein detection | 8 years | 5 Publication |
8. | Ms. Monika Arora | marora@amity.edu | Food quality check using image processing algorithms | 6 years | 5 Publication |
S.No | Name | Area of Expertise | Current Affiliation |
1 | Dr. Ayush Goyal | Biomedical signal processing | Asst. Professor in Texas A&M university, Texas, USA |
2 | Mr. Saurabh Mishra | Medical imaging | Ph.D. fellow in university of Tokyo, Japan. |
3. | Mr. Gyan Vardhan | Audio signal Processing, classification | Asst. Professor, Amity University, Lucknow, India |
4 | Mr. Prateek Singh Senger | Classifiers | Scientist, Council of science & Technology, U.P, India |
S.No | Name | Area of Expertise | Experience/Funded Projects | Publication |
1 | Ms. Anushikha Singh | Medical Image analysis, Image/Audio processing, Multimedia Data security, Biometrics | 4. 5 Years working experience in 2 DST funded projects | 47 |
2. | Ms. Namita | Image Processing | 2. 5 Years working experience in 1 DST funded projects | 17 |
3. | Ms. Anjali | Image Processing, Embedded System | 4 months working experience in 1 DST funded projects | 1 |
4. | Mr. Ashish | Image Processing | 2 year 7 months | 18 |
5. | Mr. Shubham Mittal | Object Recognition and Tracking using Computer Vision | Working on 1 DST funded project | 1 |
Project: "Biometric based unique key generation for authentic digital watermarking"
Funding Agency: Department of Science and Technology, Gov. of India.
Principal Investigator : M.K.Dutta
Duration: 2 years.
Period: Aug 2012 to July 2014.
Value: 14.9 Lakhs.
Project: "Design and Development of Computer Aided Diagnosis of Eye Diseases (Diabetic Retinopathy & Glaucoma) and Watermarking of Medical Images for Tele-Ophthalmology".
Funding Agency: Department of Science and Technology, Gov. of India.
Principal Investigator : M.K.Dutta
Duration: 3 years.
Period: Sep 2014 to Aug 2017.
Value: 63.213 Lakhs. Read More
Project: Design and Development of Non Destructive Image Processing based Diagnostic tool for Identification of Toxic Substances from some Common Food Items.
Funding Agency: TDT Division, Department of Science and Technology, Gov. of India.
Principal Investigator : M.K.Dutta
Duration: 1.5 Years ( 1st Phase)
Status : Sanction on May 2016, Value: 35 Lakhs
Project: "Indian Sign Language to Spoken Language Translator using data from Wearable Multi-sensor Armbands"
Funding Agency: Science & Engineering Research Board (SERB), DST, Gov. of India
Principal Investigator : Dr. Rinki Gupta
Duration: 30 months
Value: Rs. 25,81,350
Status: Ongoing Read More
Facilities / Resources. | Description | |
1 | Computing Facilities | Dual core 4 GB RAM high end computers available for Research. |
2 | Dedicated Research Lab for Imaging & Signal Processing | Computing Facility, High speed Internet connections, Software and Hardware for signal processing experiments. |
3 | MATLAB Software | License from mathwork.com with Image processing toolbox. |
4 | LabView Software | Licensed Software with Digital Signal processing hardware interfaces. |
5 | DSP Processor from Texas Instrument For real time implementation of signal prcessing experiments. | 1 Advanced Very Long Instruction Word (VLIW) TMS320C67x DSP Core 2.L1/L2 Memory architecture 3. 32 bit External Memory Interface 4. Two Inter-Integrated Circuit Bus (I2 C Bus) 5. Two Multichannel Buffered Serial Ports: 6. Two 32-Bit General-Purpose Timers 7. Dedicated GPIO Module With 16 pins (External Interrupt Capable) |
6 | Sapera Software From DALSA, Digital Imaging, Canada. | Sapera is a machine vision software imaging toolkit that bundles image acquisition and control with image processing tools to provide developers with the critical functionality to design, develop and deploy high-performance Machine vision systems. |
7 | Near IR Camera with IR optical system | USS-300/USS-301 series / automatic exposure control (electronic shutter) camera using near infrared (NIR) CCD imager. |
8 | Frame Grabber & interfacing software | PC2-VisionTM Series, High-performance Analog Frame Grabber for Machine Vision PC2-Vision series board which supports the PCI Express (PCIe) x1 platform in addition to conventional PCI-32 platforms. |
9. | Non Mydriatic Camera | To capture digital photos of retina of the eye for automatic diagnosis of retinal diseases like Diabetic Retinopathy, Glaucoma and Diabetic Macular Edema. |
10. | DSP Processor and its accessories | High speed, low cost DSP processor like Raspberry pi and its accessories: |
Research Problem: Design and Development of Computer Aided Diagnosis of Eye Diseases (Diabetic Retinopathy & Glaucoma) and Watermarking of Medical Images for Tele-Ophthalmology. -----(Dr M.K.Dutta and Dr. ParthaSarathi)
Research Problem: Image Processing Based Quantification of Acrylamide in Fried and Baked Food. ----( Dr M.K.Dutta and Dr. Radim Burget)
Research Problem: Design and Development of Algorithms for Finger Vein Recognition ---( Dr M.K.Dutta , Mr Manmohan Singh and Prof. Carlos M Travieso-Gonzalez)
Research Problem: Volumetric Analysis and Ventricular Segmentation using Feature Extraction and Classification -(Dr M.K.Dutta and Ms Anupama Bhan)
Research Problem: Analysis of bioacoustic, speech and anthropogenic acoustic signals using innovative techniques including the empirical mode decomposition algorithm, instantaneous frequency and novel time-warping functions. ---(Dr. Rinki Gupta).
Research Problem: Design and Optimization of Efficient, Perceptually Transparent and Robust Watermarking Algorithms. �( Dr M.K.Dutta and Ms Arshdeep Kaur)
Research Problem: Design and Analysis of Digital Image Watermarking Techniques for Digital Right Management.�(Dr M.K.Dutta, Ms Abhilasha Singh and Dr Debejyo Chakraborty).
Research Problem: Design and Optimization of Efficient and Robust Encryption Algorithms for biometric Templates. �( Dr M.K.Dutta , Ms Abhilasha Mehta, and Dr P.S. Kim).
Research Problem: Modeling and extraction of multipurpose features from audio signals. --( Ms. Garima Vyas, Dr. M.K.Dutta & Dr. Jiri Prinosil).
Research Problem: Biometric based unique key generation for authentic digital watermarking.�(Dr M.K.Dutta and Ms Anushikha Singh).
Research Problem: Retrieva lof Brain lesions from Magnetic Resonance Brain Volumes. �( Dr. Parthasarthy Mangipudi).
Research Problem: Computer Reconstruction / Modeling of Vasculature from MRI / CT for Blood Flow Simulations. �(Dr. Ayush Goyal)
Research Problem: Pattern Recognition Based Detection of Disease from Blood Microdrop Stains. �(Dr Ayush Goyal)
Research Problem: Image Processing Based Detection of Tuberculosis from Stained Sputum Smear Images -(Dr Ayush Goyal )
Talk1: Design and Development of an Automatic Microscope for Detection of Tuberculosis from Stained Sputum Speaker: Dr. Ayush Goyal |
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Talk 2: Case Based Retrieval in 3D Brain Tumor Volumes Speaker: Dr. M. ParthaSarthi |
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S.No | Name | Affiliation |
1 | Prof. Radim Burget | BRNO university of Technology, Czech Republic, EU |
2 | Prof. Carlos M. Travieso-Gonzalez | Las Palmas de Gran Canaria, Spain. |
3 | Dr. Kamil Riha | Brno University of Technology Brno, Czech Republic, EU |
4 | Dr. Pyung Soo Kim | Korea Polytechnic University, Korea |
5 | Dr. Debejyo Chakraborty | General Motors, Warren, MI, USA |
6 | Prof. Dr. Vicente Grau Colomer | University of Oxford, Oxfordshire, U.K. |
7 | Prof. Dr. Nicolas Peter Smith | King’s College London, U.K. |
8 | Prof. Dr. Michael M. Brady | University of Oxford, Oxfordshire, U.K. |
9 | Dr. Jiri Prinosil | Brno University of Technology Brno, Czech Republic, EU |