The two-volume set LNCS 11751 and 11752 constitutes the refereed proceedings of the 20th International Conference on Image Analysis and Processing, ICIAP 2019, held in Trento, Italy, in September 2019. The 117 papers presented were carefully reviewed and selected from 207 submissions. The papers cover both classic and the most recent trends in image processing, computer vision, and pattern recognition, addressing both theoretical and applicative aspects. They are organized in the following topical sections: Video Analysis and Understanding; Pattern Recognition and Machine Learning; Deep Learning; Multiview Geometry and 3D Computer Vision; Image Analysis, Detection and Recognition; Multimedia; Biomedical and Assistive Technology; Digital Forensics; Image processing for Cultural Heritage.

The two-volume set LNCS 11751 and 11752 constitutes the refereed proceedings of the 20th International Conference on Image Analysis and Processing, ICIAP 2019, held in Trento, Italy, in September 2019. The 117 papers presented were carefully reviewed and selected from 207 submissions. The papers cover both classic and the most recent trends in image processing, computer vision, and pattern recognition, addressing both theoretical and applicative aspects. They are organized in the following topical sections: Video Analysis and Understanding; Pattern Recognition and Machine Learning; Deep Learning; Multiview Geometry and 3D Computer Vision; Image Analysis, Detection and Recognition; Multimedia; Biomedical and Assistive Technology; Digital Forensics; Image processing for Cultural Heritage.

Multimodal Behavioral Analysis in the Wild: Advances and Challenges presents the state-of- the-art in behavioral signal processing using different data modalities, with a special focus on identifying the strengths and limitations of current technologies. The book focuses on audio and video modalities, while also emphasizing emerging modalities, such as accelerometer or proximity data. It covers tasks at different levels of complexity, from low level (speaker detection, sensorimotor links, source separation), through middle level (conversational group detection, addresser and addressee identification), and high level (personality and emotion recognition), providing insights on how to exploit inter-level and intra-level links. This is a valuable resource on the state-of-the- art and future research challenges of multi-modal behavioral analysis in the wild. It is suitable for researchers and graduate students in the fields of computer vision, audio processing, pattern recognition, machine learning and social signal processing.

OLD ITALIAN LACE. Volume I. Originally published in 1913. How can we discover the first origin of an art so modest as to be content to remain almost exclusively feminine and anonymous, flourishing in the silence of the cloister and the quiet of the fireside The meek nun stitching at an altar-cloth, or the young mother happy in the preparation of babyclothes and trimming the fine Iinen with the new form of embroidery, were all unconsciously building up the foundation of the History of Lace, and did not think of dating their handiwork. But since there are people who believe the art of lacemaking to be co-eval with that of embroidery, while others affirm that it is of Italian invention and relatively modern, it may be worth while to seek the truth from two impartial sources among documents - inventories, trousseaux lists or deeds of distinguished families apportioning property - and old pictures. Many of the earliest books on weaving, textiles and needlework, particularly those datin

OLD ITALIAN LACE. Volume II. Originally published in 1913. INTRODUCTION: THE two laces of Italy are like two sisters, needle-made lace being the elder and bobbin-made the younger or, to use another figure of speech, needle-lace is the classic tongue of Italy and the bobbin-make is its provincial dialect clear, vivacious, emphatic, sharing the merits and defects of the populace. Our needle-laces are each and every one of Venetian origin, if we except the drawn-thread work of Sicily, which is more embroidery than lace and take their names from the manner in which they are worked reticello, punto - tagliato, punto in aria, i.e. mesh-stitch, cut linen work, stitch in the air. The bobbin-or pillow-laces are described as being Venetian, or Genoese, or Milanese, or of Abruzzi according to the places whence they spring, and it is interesting to notice how tenaciously they cling to the characteristics of their respective birthplaces. As might be expected from their popular origin, they are less