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Geomatics Program Expert Session - CEPT University Ahmedabad

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Geomatics Program Expert Session

04.30 PM - 06.00 PM

FT-216 (Faculty of Technology, CEPT University), CEPT University, Ahmedabad.

Open For All.

2019-06-27 16:30:00 2019-06-27 18:00:00 Asia/Kolkata Geomatics Program Expert Session

Geomatics Program Expert Session
Jointly organized by
IEEE GRSS (Gujarat Chapter)

Machine Learning for Remote Sensing Data Analysis
Speaker: Dr. Gustau Camps-Valls

Machine learning has become a standard paradigm for the analysis of remote sensing and geoscience data at both local and global scales. In the upcoming years, with the advent of new satellite constellations, machine learning will have a fundamental role in processing large and heterogeneous data sources. Machine learning will move from mere statistical data processing to actual learning, understanding, and knowledge extraction. The ambitious goal is to provide responses to the challenging scientific questions about the Earth system.

The current lecture shall be focused on remote sensing image processing chain, and take the attendants on a tour of different strategies for feature extraction, classification, unmixing, retrieval, and pattern analysis for remote sensing data analysis. Powerful methodologies for remote sensing supervised remote sensing data classification shall be discussed: extracting knowledge from data, including interactive approaches via active learning, classifiers that encode prior knowledge and invariances, semi supervised learning that exploit the information of unlabelled data, and domain adaptation to compensate for shifts in the ever-changing data distributions. Latest advances in the field of unmixing will be reviewed, covering sparse approaches, spatial-spectral methods, and methods constrained by physical models. Finally, recent advances in bio-geophysical parameter estimation that care about remote sensing data characteristics, such as spatial and temporal structures or the presence of heteroscedastic noise shall be covered. Beyond theory, results of recent studies illustrating all the covered issues will be presented.

About Speaker
Gustau Camps-Valls (IEEE Member’04, IEEE Senior Member’07) received a B.Sc. degree in Physics (1996), in Electronics Engineering (1998), and a Ph.D. degree in Physics (2002) all from the Universitat de València. He is currently an Associate Professor (hab. Full professor) in the Department of Electronics Engineering. He is a research coordinator in the Image and Signal Processing (ISP) group. He has been a Visiting Researcher at the Remote Sensing Laboratory (Univ. Trento, Italy) in 2002, the Max Planck Institute for Biological Cybernetics (Tübingen, Germany) in 2009, and was invited as Professor at the Laboratory of Geographic Information Systems of the École Polytechnique Fédérale de Lausanne (Lausanne, Switzerland) in 2013.

He is interested in the development of machine learning algorithms for geoscience and remote sensing data analysis. He is an author of 130 journal papers, more than 150 conference papers, 20 international book chapters, and editor of the books “Kernel methods in bioengineering, signal and image processing” (IGI, 2007), “Kernel methods for Remote Sensing data analysis” (Wiley & Sons, 2009), and “Remote Sensing Image Processing” (MC, 2011).

Source: Facebook.

FT-216 (Faculty of Technology, CEPT University), CEPT University, Ahmedabad.

Creativeyatra.com info@creativeyatra.com

Geomatics Program Expert Session
Jointly organized by
IEEE GRSS (Gujarat Chapter)

Machine Learning for Remote Sensing Data Analysis
Speaker: Dr. Gustau Camps-Valls

Machine learning has become a standard paradigm for the analysis of remote sensing and geoscience data at both local and global scales. In the upcoming years, with the advent of new satellite constellations, machine learning will have a fundamental role in processing large and heterogeneous data sources. Machine learning will move from mere statistical data processing to actual learning, understanding, and knowledge extraction. The ambitious goal is to provide responses to the challenging scientific questions about the Earth system.

The current lecture shall be focused on remote sensing image processing chain, and take the attendants on a tour of different strategies for feature extraction, classification, unmixing, retrieval, and pattern analysis for remote sensing data analysis. Powerful methodologies for remote sensing supervised remote sensing data classification shall be discussed: extracting knowledge from data, including interactive approaches via active learning, classifiers that encode prior knowledge and invariances, semi supervised learning that exploit the information of unlabelled data, and domain adaptation to compensate for shifts in the ever-changing data distributions. Latest advances in the field of unmixing will be reviewed, covering sparse approaches, spatial-spectral methods, and methods constrained by physical models. Finally, recent advances in bio-geophysical parameter estimation that care about remote sensing data characteristics, such as spatial and temporal structures or the presence of heteroscedastic noise shall be covered. Beyond theory, results of recent studies illustrating all the covered issues will be presented.

About Speaker
Gustau Camps-Valls (IEEE Member’04, IEEE Senior Member’07) received a B.Sc. degree in Physics (1996), in Electronics Engineering (1998), and a Ph.D. degree in Physics (2002) all from the Universitat de València. He is currently an Associate Professor (hab. Full professor) in the Department of Electronics Engineering. He is a research coordinator in the Image and Signal Processing (ISP) group. He has been a Visiting Researcher at the Remote Sensing Laboratory (Univ. Trento, Italy) in 2002, the Max Planck Institute for Biological Cybernetics (Tübingen, Germany) in 2009, and was invited as Professor at the Laboratory of Geographic Information Systems of the École Polytechnique Fédérale de Lausanne (Lausanne, Switzerland) in 2013.

He is interested in the development of machine learning algorithms for geoscience and remote sensing data analysis. He is an author of 130 journal papers, more than 150 conference papers, 20 international book chapters, and editor of the books “Kernel methods in bioengineering, signal and image processing” (IGI, 2007), “Kernel methods for Remote Sensing data analysis” (Wiley & Sons, 2009), and “Remote Sensing Image Processing” (MC, 2011).

Source: Facebook.




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Upcoming Events

Bottom Se Up - Stand Up Comedy ...

This is a new show which Abhineet is touring with. It will be an hour of laughter, lots of stories from his childhood, student years and work life. And some on the spot crowd work!

2024-02-09 19:30:00 2024-02-09 00:00:00 Asia/Kolkata Bottom Se Up - Stand Up Comedy ...

This is a new show which Abhineet is touring with. It will be an hour of laughter, lots of stories from his childhood, student years and work life. And some on the spot crowd work!

Cheese Box Studios,
332, Sunrise Mall, Navya Marg, near Swaminarayan Mandir, Vastrapur, Ahmedabad, Gujarat 380015

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A Duology

JG Ensemble Presents A Duology

Two stories of love

Blind love……. And the other love for life.

Written and Directed By Bijoy Anand Shivram, this dance – drama deals with two very interesting and thought provoking stories.

 

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2024-02-09 20:30:00 2024-02-09 00:00:00 Asia/Kolkata A Duology

JG Ensemble Presents A Duology

Two stories of love

Blind love……. And the other love for life.

Written and Directed By Bijoy Anand Shivram, this dance – drama deals with two very interesting and thought provoking stories.

 

Source: Facebook

Natarani Amphitheatre,
Darpana Academy of Performing Arts, Ashram Road, Usmanpura, Ahmedabad, Gujarat 380013, India

Creativeyatra.com info@creativeyatra.com
Vijali - The Musical Ahmedabad

Adaptation & Dialogues: Raam Mori

Director: Abhinay Banker

Producer: Abhinay Banker

Script Conception: Devaki

Cast:

Aditya Gadhvi, Mayur Chauhan aka Michael, Sohni Bhatt, Riddhi Yadav, Priti Bhatt, Aniket Parmar, Anuja Purohit, Jay Odedra, Aman Kothari, Chaitali Tapkire, Suryanshi Shah, Jaydev Bhanushali, and Bhargav Purohit.

Crew:

Music: Hardik Dave, Bhargav Purohit

Background Score: Mehul Surti

Musicians: Shashank Acharya, Kamlesh Chauhan, Jigar Shah, Kirtan Gharekhan, Parth Somani.

Lyrics: Raam Mori, Bhargav Purohit, Zaverchand Meghani, Amir Khusro

Choreography: Mansi Modi

Costume Design: Aditi Desai, Pauravi Joshi

Lighting Design: Harish Upadhyay

Light operator: Piyush Goyal

Executive Producer: Sandip Raval

Assistant director: Jaydev Bhanushali

Music Operation: Jaya Khurana

Production Management: Lakhan Khunti, Aman Kothari, Digvijay

2024-02-10 21:30:00 2024-02-10 00:00:00 Asia/Kolkata Vijali - The Musical Ahmedabad

Adaptation & Dialogues: Raam Mori

Director: Abhinay Banker

Producer: Abhinay Banker

Script Conception: Devaki

Cast:

Aditya Gadhvi, Mayur Chauhan aka Michael, Sohni Bhatt, Riddhi Yadav, Priti Bhatt, Aniket Parmar, Anuja Purohit, Jay Odedra, Aman Kothari, Chaitali Tapkire, Suryanshi Shah, Jaydev Bhanushali, and Bhargav Purohit.

Crew:

Music: Hardik Dave, Bhargav Purohit

Background Score: Mehul Surti

Musicians: Shashank Acharya, Kamlesh Chauhan, Jigar Shah, Kirtan Gharekhan, Parth Somani.

Lyrics: Raam Mori, Bhargav Purohit, Zaverchand Meghani, Amir Khusro

Choreography: Mansi Modi

Costume Design: Aditi Desai, Pauravi Joshi

Lighting Design: Harish Upadhyay

Light operator: Piyush Goyal

Executive Producer: Sandip Raval

Assistant director: Jaydev Bhanushali

Music Operation: Jaya Khurana

Production Management: Lakhan Khunti, Aman Kothari, Digvijay

HK Hall,
H.K. college, Vishalpur, Ellisbridge, Ahmedabad, Gujarat 380006

Creativeyatra.com info@creativeyatra.com
Same Same But Different

Jahnvi Shrimankar, Kailash Waghmare: She grew up in a large joint family in South Mumbai. He in a family of marginal farmers in Maharashtra’s Jalna district. Her grandmother introduced her to the nuances of Dadra and Dhrupad through the Haveli Sangeet. He taught himself to sing perched on a Neem tree while grazing cattle in the vast open grounds outside his village. From childhood, she was rigorously groomed to be a singer with no room for distractions. His musical influences were diverse; the courtyard outside his home was an open stage for every passing itinerant performer. She found success as a commercial singer but is still looking for her artistic “voice”; he found success as an actor but the music remains his source of creative inspiration.

Two talented performers from different backgrounds, and different life experiences, facing different artistic and social challenges, yet bound together by their love for music, come together to share their life stories with searing honesty, humour and emotion. In telling their stories, they share music from different traditions, such as folk, classical, popular cinema, political, as they sing live, accompanied by a highly skilled band. Same Same but Different is a treat for the mind and the heart!

 

Source: Facebook

2024-02-10 20:30:00 2024-02-10 00:00:00 Asia/Kolkata Same Same But Different

Jahnvi Shrimankar, Kailash Waghmare: She grew up in a large joint family in South Mumbai. He in a family of marginal farmers in Maharashtra’s Jalna district. Her grandmother introduced her to the nuances of Dadra and Dhrupad through the Haveli Sangeet. He taught himself to sing perched on a Neem tree while grazing cattle in the vast open grounds outside his village. From childhood, she was rigorously groomed to be a singer with no room for distractions. His musical influences were diverse; the courtyard outside his home was an open stage for every passing itinerant performer. She found success as a commercial singer but is still looking for her artistic “voice”; he found success as an actor but the music remains his source of creative inspiration.

Two talented performers from different backgrounds, and different life experiences, facing different artistic and social challenges, yet bound together by their love for music, come together to share their life stories with searing honesty, humour and emotion. In telling their stories, they share music from different traditions, such as folk, classical, popular cinema, political, as they sing live, accompanied by a highly skilled band. Same Same but Different is a treat for the mind and the heart!

 

Source: Facebook

Natarani Amphitheatre,
Darpana Academy of Performing Arts, Ashram Road, Usmanpura, Ahmedabad, Gujarat 380013, India

Creativeyatra.com info@creativeyatra.com

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