Papers by Applied Intelligent Systems Laboratory (AIS-Lab)
B. International Journals
Learning from data and models
52) F. Bellocchio, S. Ferrari, V. Piuri and N.A. Borghese. A
Hierarchical Scheme for Multi-Kernel Support Vector Regression. Under review
IEEE Trans. on Neural Networks.
50) I.Cattinelli, G.Valentini, E.Paulesu, and N.A. Borghese. A novel approach
to non-uniqueness of solution in hierarchical clustering. Under review on
IEEE Trans. on Pattern Analysis and Machine Intelligence.
41) Bellocchio F., Ferrari S., Piuri V., and Borghese
N.A. A hierarchical RBF online learning algorithm for real-time 3-D scanner.
IEEE Trans. on Neural Networks. Volume 21(2), Feb 2010 Pages: pp.
275-285.
37) S. Ferrari, G. Ferrigno, V. Piuri, N.A. Borghese.
(2007) Reducing and Filtering Point Clouds with Enhanced Vector Quantization.
IEEE Trans. on Neural Networks. Volume 18, Issue 1, Jan.
2007 Pages:161 - 177.
32) Borghese N.A., Maggioni M. and Ferrari S., (2004).
Multi-Scale Approximation with Hierarchical Radial Basis Functions Networks.
IEEE Trans. on Neural Networks. Volume: 15 , Issue: 1 , Jan. 2004.
Pages:178 - 188 (for a preliminary version click here)
27) Ferrari S., Borghese N.A. and Piuri V. (2001),
Multi-resolution Models
for Data Processing: an Experimental Sensitivity Analysis, IEEE Trans.
on Instrumentation & Measurement. Vol. 50(4), pp. 995-1002.
18) Borghese N.A., Ferrari S. (1998) Hierarchical
RBF networks in function approximation. NeuroComputing, 19, 259-283.
Medical Imaging
51) I. Frosio, N.A. Borghese, (2011) Optimized limited angle tomography,
to be submitted to IEEE Trans. on Medical Imaging.
49) M. Sciarabba, G. Serrao, D. Bauer, F. Arnaboldi, N.A. Borghese, (2009) Automatic
neurons identification inside large cortical slice, J. Neurosc. Methods.
Volume 182, Issue 1, 30 August 2009, Pages 123-140.
48) P. Tirelli, E. De Momi, N. A. Borghese, G. Ferrigno (2009), An intelligent
atlas-based planning system for keyhole neurosurgery, International Journal
of Computer Assisted Radiology and Surgery (J. CARS), Volume 4, pp 85-9,
DOI - 10.1007/s11548-009-0324.
47) I. Frosio, N. A. Borghese, (2009) Statistical
Based Impulsive Noise Removal in Digital Radiography," IEEE Transactions
on Medical Imaging, Vol.28, No.1, Jan. 2009, pp.3-16.
46) Frosio I., Abati S., Borghese N.A. (2008) An Expectation Maximization Approach
to impulsive Noise Removal in digital Radiography. Int. J. Computer Assisted
Radiology and Surgery. Vol. 3, No. 1-2, June 2008, pp. 91-96.
42) Frosio I., Borghese N.A. (2009) Compression and smart coding of offset and
gain maps for intraoral digital x-ray sensors, Med. Phys, Vol. 36, No.
2, Feb. 2009, pp. 464-79.
35) I. Frosio, N. A. Borghese, (2006) A New Real Time
Filter for Local Exposure Correction in Panoramic Radiography, Medical Physics,
Vol. 33, No. 9, Sep. 2006, pp. 3478-88 .
34) Frosio I., Ferrigno G., Borghese N.A. (2006). Enhancing Digital Cephalic
Radiography with Mixture Models and Local Gamma Correction. IEEE Trans.
Medical Imaging. Volume 25, Issue 1, Jan. 2006 Page(s):113
- 121.
L1) Frosio I., M. Spadea, E. De Momi, M. Riboldi, G. Baroni, G. Ferrigno, R.
Orecchia, A. Pedotti, (2006) “A Neural Network Based Method for Optical Patient
Set-up Registration in Breast Radiotherapy,” Annals of Biomedical Engineering,
Feb 2006, pp. 1-10.
26) Cerveri P., Forlani C., Borghese N.A., Ferrigno G. (2002), Distortion correction
for X-ray image intensifiers: a comparison between local un-warping polynomials
and adaptive neural networks. Medical Physics, August 2002, Vol. 29,
pp. 1759-1771.
15) Cerveri P.; Borghese N.A.; Pedotti A.; Shukri Z.A.; Champness
C.H., (1997) Effect of nonstoichiometry on conductivity type in Bridgman-grown
CuInSe 2, J. Crystal Growth, Volume 191, Number 1, 7 January 1998
, pp. 97-107(11).
Motion Capture, Computer Vision and 3D scanning
54) I. Frosio, F. Pedersini and N. A. Borghese, Autocalibration of Triaxial
MEMS Accelerome-ters with Automatic Sensor Model Selection, In press IEEE
Sensors.
53) I. Frosio, A. Alzati, M. Bertolini, C. Turrini and N. A. Borghese, Linear
Pose Estimate from Corresponding Conics, Under Review on Pattern Recognition.
45) M. Fomasi, N.A. Borghese. Automatic defect classification on a production
line. Submitted to IEEE Trans. on Instr. & Measurements.
44) I. Frosio, N.A. Borghese, 6dof tracking, with axial markers, Submitted to
IEEE Trans. on Biomed. Eng .
40) I. Frosio, F. Pedersini and N.A. Borghese (2009). Autocalibration of
MEMS Accelerometers. IEEE Trans. on Instr. & Measurements, Vol. 58,
Issue 6, June 2009 Page(s):2034 - 2041.
39) I. Frosio, N.A. Borghese (2008), Real-time accurate circle
fitting with occlusion. Pattern Recognition. Vol. 41, No. 3, pp. 1041-1055.
36) N. Alberto Borghese, F. M. Colombo, and A.
Alzati (2006), Computing Camera Focal Length by Zooming a Single Point, Pattern
Recognition. Vol. 39, pp. 1522-1529.
33) Ferrari S., Frosio I., Piuri V., and N.A. Borghese.
(2005) Automatic multi-scale meshing through HRBF Networks. IEEE Trans. Instrumentation
& Measurements, Vol.54(4), pp. 1463-1470.
29) Borghese N.A. Cerveri P. and Rigiroli P. (2001), A fast method for calibrating
a video camera pair using only a rigid bar, Medical & Biological
Engineering & Computing. January 2001, Vol. 39, pp. 76-81.
28) Cerveri P., Pedotti A. and Borghese N.A (2001), Combined
evolution strategies for dynamic calibration of video based measurement systems.
IEEE Trans. Evolutionary Computation, Vol. 5, No. 3, June 2001, pp. 271-282.
24) Rigiroli P. Campadelli P., Pedotti A
and Borghese N.A., (2001), Mesh Refinement
with Colour Attributes, Computers & Graphics. Vol. 25, No. 3,
June 2001, pp. 449-461.
23) Borghese N.A. and Ferrari S. (2000), A
Portable Modular System for Automatic Acquisition of 3D Objects, IEEE
Trans. Instrumentation & Mesurement, Vol. 49(5), pp. 1128-1136.
22) Borghese N.A. and Cerveri P. (2000) Calibrating
a video camera pair with a rigid bar. Pattern Recognition, Vol. 33,
No. 1, pp. 81-95.
21) Cerveri P., Borghese N.A. and Ferrigno G., (1999) Evolution Strategies
and epipolar geometry for dynamic calibration of a photogrammetric camera system.
Medical & Biological Engineering & Computing, Vol. 37 (Supplement
2), pp. 830-831.
19) Borghese N.A., Ferrigno G., Baroni
G., Savarè R., Ferrari S. and Pedotti A. (1998) AUTOSCAN:
A flexible and portable scanner of 3D surfaces. IEEE Graphics & Applications,
May/June, pp. 38-41.
17) Cerveri P., Borghese N.A. and Pedotti A., (1998) Complete calibration of
a stereo photogrammetric system through control points of unknown coordinates.
J. Biomech., 10, pp. 935-940.
16) Borghese N.A., Cerveri P., and Ferrigno G. (1997) Statistical comparison
of ILSSC versus DLT in the calibration of a photogrammetric stereo-system.
J. Biomech., Vol. 30(4), pp. 409-413.
4) Ferrigno G., Borghese N.A., D'Amico M. and Pedotti A. (1991) - Elite: a fully
automatic 3-D system for movement analysis assessment. J. Rehab. Res. &
Develop. Vol. 28(1), pp. 90-91.
3) Borghese N.A., Di Rienzo M., Ferrigno G. and Pedotti
A. (1991) - Elite: a goal-oriented vision system for moving objects detection,
Robotica, Vol. 9, pp 275-282.
2) Ferrigno G., Borghese N.A., and Pedotti A. (1990) - Pattern Recognition in
3D Automatic Human Motion Analysis - ISPRS J. of Photogr. and Rem. Sens.
45 pp.227-246.
1) Borghese N.A., Ferrigno G. (1990) - An algorithm for 3D Automatic Movement
Analysis by means of standard TVcameras - IEEE Trans. on Biom. Eng. ,
Vol. 37 pp. 1221-1225.
Cognitive aspects and Human Motion analysis (computer science papers).
43) I. Cattinelli, N.A. Borghese (2008),
Interacting with an artificial partner: modeling the role of emotional aspects,
Biol. Cybern., Vol. 99(6), pp. 473-481.
38) F. Sibella, I. Frosio, F. Schena, N.A. Borghese (2007), 3D analysis
of the body centre of mass in rock climbing, Human Movement Science, Vol.
26, pp. 841–852
30) N.A. Borghese and A. Calvi (2003) Learning to maintain upright posture:
what can be learnt using adaptive neural networks models?, Adaptive Behavior,
11(1):19-35, 2003.
14) Borghese N.A., Redolfi M., Ferrigno G., and Pedotti
A. (1997) Automatic integrated analysis of jaw and lips movement in speech production.
J. Acoustic Soc. Am., 101(1) pp. 482-487.
10) Borghese N.A. Arbib M., (1995) Generation
of Temporal Sequences using Local Dynamic Programming, Neural Networks,
8(1):pp39-54.
Cognitive Aspects and Rehabilitation(biological papers)
55) A.Sedda, F.Pasotti, G.Bottini, R.Mainetti, M.Ronchetti, N.A.BorgheseA
new virtual reality platform to rehabilitation neglect, submitted to
31) E. Paulesu, D. Perani, V. Blasi, G. Silani, N.A. Borghese, U. De Giovanni,
S. Sensolo, F. Fazio, (2003). A functional-anatomical model for lip-reading,
J. Neurophysiology, Vol. 90: 2005–2013.
25) Perani D., Fazio F., Borghese N.A., Tettamanti
M., Ferrari S., Decety J. and Gilardi M.C. (2001). Different
brain correlates for watching real and virtual hand actions. NeuroImage,
Vol. 14, pp. 749-758.
Human Motion analysis (biological papers).
20) Borghese N. A.: (1998) About the Control of Human Locomotion (invited
paper). Revista Brasileira de Postura e Movimento, 2(3):100-103.
13) Lacquaniti F., Maioli C., Borghese
N.A. and Bianchi L. (1997) Posture and Movement: Coordination and Control. Archives
Italiannes de Biologie, 135, pp. 353-367.
12) Nocentini U., Borghese N.A., Caltagirone C., Fadda L. and Lacquaniti
F. (1997) A callosal disconnection syndrome of vascular origin J. Neurosurgical
Science. Vol. 41:1, pp. 107-111.
11) Borghese N.A., Bianchi L. and Lacquaniti F. (1996).
Kinematic Determinants of Human Locomotion, J. of Physiology, 494.3,
863-879.
9) Lacquaniti, F., Carrozzo, M., Borghese N.A. (1993) Time-varying mechanical
behavior of multi-jointed arm in man. J. Neurohysiol., 69(5) 1443-1464.
8) Lacquaniti, F., Carrozzo, M., Borghese N.A. (1992) Neural control of mechanical
interaction in man. Funct. Neurol. suppl., 7:69-72.
7) Lacquaniti, F., Borghese N.A., Carrozzo, M. (1992) Coordinate transformations
in the control of limb stiffness. Exp. Brain Res. Ser. 22:17-25, Springer-Verlag,
Berlin.
6) Lacquaniti, F., Borghese N.A., Carrozzo, M. (1992) Internal models of limb
geometry in the control of hand compliance. J. Neurosci. 12:1750-1762.
5) Lacquaniti, F., Borghese N.A., Carrozzo, M. (1991) Transient reversal of
the stretch reflex in human arm muscles. J. Neurophysiol. 66:939-954.
Book chapters and Conference papers