Email Login
Community
News | Research | DeepLearning | Seminar | Q&A

Call for Papers

IEEE Signal Processing Society
IEEE Transactions on Computational Imaging Special Issue
Computational Imaging for Earth Sciences

From the core of the earth to the farthest reaches of our planets magnetic fields, the earth sciences are concerned with all aspects of monitoring, exploration, explanation, and exploitation of natural events and resources in the geo-sphere. Revolutions in computational imaging over the past two decades have had profound implications across this field, bringing new modalities into common use and impacting application domains from weather monitoring and prediction, subsurface sensing, seismic imaging and exploration, to the production of minerals, oil and gas. In all these areas, reliable information extraction by collecting and processing sensor data increasingly hinges on integrated sensor design, system modeling, and efficient computational methods. The scope of such models and methods have more recently integrated statistical pattern recognition and machine learning systems to account for variability that cannot be completely captured by physical models or simulation. Enabling most all of these processing methods are concomitant developments in optimization theory both in Euclidean spaces as well as on more general manifolds.

This special issue seeks to compile relevant contributions from researchers in signal and image processing, inverse problems, machine learning, and related areas as applied to problems of image formation and analysis arising in the context of earth science applications covering the wide range of application domains. Within the broad context of computational imaging for earth sciences, topics of interest include but are not limited to the following.

  • Computational image formation and tomographic processing
  • Full Waveform Inversion (FWI)
  • Inverse scattering methods
  • Computational hyperspectral imaging
  • Advanced machine learning methods for computational imaging
  • Joint inversion / sensor fusion
  • Probabilistic modeling including random field and graphical models
  • Multilinear/tensor methods
  • Sparse representations and compressive sensing
  • Computational imaging methods for change and target detection

Prospective authors should visit the TCI page for information on paper submission. Manuscripts should be submitted via Manuscript Central at http://mc.manuscriptcentral.com/tci‐ieee.

Timeline:

- Manuscript submission due: September 30, 2016 (Extended)
- Tentative publication date: May 2017

List of Editors:

  1. Shuchin Aeron (Lead Editor), Department of Electrical and Computer Engineering, Tufts University
  2. Eric L. Miller, Department of Electrical and Computer Engineering, Tufts University
  3. Melba Crawford, Civil and Electrical and Computer Engineering/Chair of Excellence in Earth Observation, Purdue University
  4. Alison Malcom, Department of Earth Sciences, Memorial University, Newfoundland and Labrador, Canada.
  5. Andreas Reigber, German Aerospace Center (DLR), Microwaves and Radar Institute, SAR Technology Department.
  6. Jocelyn Chanussot, Engineering School on Energy, Water and Environment (ENSE3), Grenoble Institute of Technology (Grenoble INP).

번호 제목 글쓴이 날짜 조회 수
70 [Journal Issue] Journal of Visual Communication and Image Representation: Alert 12 September-18 September GreatMind 2016.09.19 118
69 [CFP] IEEE CPS. Int'l Conf on Computational Science & Computational Intelligence (CSCI: Dec 15-17, 2016, Las Vegas) GreatMind 2016.09.19 73
68 [CFP] TSIPN Special Issue on Distributed Signal Processing for Security and Privacy in Networked Cyber-Physical Systems GreatMind 2016.09.06 153
67 [CFP] The International Symposium on Perception, Action, and Cognitive Systems (PACS) 2016 GreatMind 2016.09.04 41
66 [Journal Issue] Pattern Recognition: Alert 28 August-3 September GreatMind 2016.09.04 514
65 [CFP] IEEE SPM Call for Papers: Special Issue on Advances in Signal Processing for Global Navigation Satellite Systems GreatMind 2016.09.03 57
64 [Journal Issue] Image and Vision Computing: Alert 27 August-2 September GreatMind 2016.09.03 97
63 [CFP] IEEE Service and Cloud Computing (IEEE SC2 2016) in Fiji - Submission deadline: Sep. 15, 2016 (Firm) GreatMind 2016.09.03 66
62 [Journal Issue] Multimedia Tools and Applications, Vol. 75, Issue 15 GreatMind 2016.08.26 54
61 [Journal Issue] Pattern Recognition: Alert 18 August-24 August GreatMind 2016.08.26 81
60 [CFP] IEEE ICASSP 2017 Call for Papers - Paper Submission Open GreatMind 2016.08.26 108
59 [Journal Issue] Pattern Recognition Letters: Alert 13 August-19 August GreatMind 2016.08.20 47
58 [CFP] SCOReD 2016 Deadline extended to 30th August 2016 GreatMind 2016.08.15 35
57 [CFP] TSIPN Special Issue on Distributed Information Processing in Social Networks GreatMind 2016.08.08 31
56 [Journal Issue] Journal of Visual Communication and Image Representation: Alert 31 July-6 August GreatMind 2016.08.06 71
55 [CFP] ICPRAM 2017 - Int'l Conf. on Pattern Recognition Applications and Methods (Porto/Portugal) GreatMind 2016.08.06 49
54 [Journal Issue] ETRI Journal, Vol. 38, No. 4, Aug. 2016 GreatMind 2016.08.06 253
53 [Journal Issue] Multimedia Tools and Applications, Vol. 75, Issue 13 GreatMind 2016.08.02 155
52 [CFP] 2016 IEEE GEM - Call for Papers - Extension GreatMind 2016.07.22 55
51 [CFP] IEEE SPM Call for Papers: Special Issue on Advances in Signal Processing for Global Navigation Satellite Systems GreatMind 2016.07.22 63