Patriarch Mar Beshara Boutros Al-Rahi condemned the assassination of the Irish soldier within the United Nations Interim Force in Lebanon (UNIFIL), stressing …

by arabnews.com -- IAIN AKERMAN -- DUBAI: She is the Arab world’s greatest living musical icon, but Fayrouz remains an enigma. She retains a sometimes-infuriating aura of mystery, rarely giving interviews and ardently protecting the privacy of her family. On stage she appears devoid of emotion — motionless and expressionless. Those characteristics have themselves become iconic, with Fayrouz’s striking but emotionless features adorning everything from handbags and posters to Beirut’s city walls. Born Nouhad Haddad in 1934, during the course of her career Fayrouz has recorded hundreds of songs, starred in dozens of musicals and movies, and toured the world. From 1957 onwards, when she first performed at the Baalbeck International Festival, she has become one of the Arab world’s most beloved singers. And in doing so she would unite her often-fractious homeland.

All Lebanese remember the first time they heard Fayrouz. For Tania Saleh, it was during a drive to Syria to escape the beginning of the Lebanese Civil War. She remembers one song in particular — “Roudani Ila Biladi” (Take Me Back To My Homeland). “That song really marked me,” says Saleh, a singer-songwriter and visual artist. “My mother was crying while she was driving and the song created this really intense emotional moment. And I remember thinking, ‘How can a song affect someone so much? It’s just a song.’ But it affected me, too, in a manner that I didn’t understand back then.”

Fayrouz remained in Lebanon for the entirety of the war and refused to take sides. Although she continued to sing in venues across the world, she did not perform in Lebanon until the conflict was over. This neutrality, and the patriotic nature of many of her songs, meant she was a rare symbol of national unity, with all sides listening to her music throughout the 15 years of civil war. She was, as Saleh says, an “emotional anchor for all Lebanese during the war,” regardless of religion or political beliefs. When she released “Li Beirut“ (arranged and adapted by her son Ziad Rahbani) in 1984, Fayrouz and Beirut became inseparable. More than ever she embodied the very essence of what it meant to be Lebanese.

by venturebeat.com -- Peter Wayner -- Machine perception is the capability of a computer to take in and process sensory information in a way that’s similar to how humans perceive the world. It may rely on sensors that mimic common human senses — sight, sound, touch, taste — as well as taking in information in ways that humans cannot. Sensing and processing information by a machine generally requires specialized hardware and software. It’s a multi-step process to take in and then convert or translate raw data into the overall scan and detailed selection of focus by which humans (and animals) perceive their world.

Perception is also the first stage in many of the artificial intelligence (AI) sensory models. The algorithms convert the data gathered from the world into a raw model of what is being perceived. The next stage is building a larger understanding of the perceived world, a stage sometimes called cognition. After that comes strategizing and choosing how to act. In some cases, the goal is not to make the machines think exactly like humans but just to think in similar ways. Many algorithms for medical diagnosis may provide better answers than humans because the computers have access to more precise images or data than humans can perceive. The goal is not to teach the AI algorithms to think exactly like the humans do, but to render useful insights into the disease that can help human doctors and nurses. That is to say, it is OK and sometimes even preferable for the machine to perceive differently than humans do.

Types of machine perception

• Here some types of machine perception, in varying stages of development:
• Machine or computer vision via optical camera
• Machine hearing (computer audition) via microphone
• Machine touch via tactile sensor Machine smell (olfactory) via electronic nose
• Machine taste via electronic tongue
• 3D imaging or scanning via LiDAR sensor or scanner
• Motion detection via accelerometer, gyroscope, magnetometer or fusion sensor'
• Thermal imaging or object detection via infrared scanner

by Conor Gallagher -- irishtimes.com -- Irish officials have little faith in the Lebanese investigation into the murder of Private Seán Rooney amid indications the soldier was killed in a targeted gun attack. There are also increasing suspicions about Hizbullah’s denial of involvement in the attack which occurred against a backdrop of heightened tensions between Unifil forces (United Nations Interim Force in Lebanon) and the militant group. Preliminary investigations show that the shot which killed Pte Rooney was fired through a rear window or through an open rear door. The glass in some of the rear windows was either removed by the attackers or came out when the vehicle crashed while trying to escape the violent crowd which surrounded it. The firing of the bullet from the rear of the vehicle through a broken window or open door indicates Pte Rooney’s death was of a targeted nature, rather than the result of a haphazard spray of bullets, a defence source said.

At least five shell casings have been recovered. They are believed to come from an assault rifle-style weapon. The armoured vehicle carrying the soldiers was carrying out a routine journey from the Unifil area of operations to Beirut airport late on Wednesday night when it became separated from its accompanying vehicle and left the approved route. It entered the coastal village of Al-Aqbieh, where it encountered a group of locals who had been watching the World Cup match between France and Morocco. The villagers became angry at the presence of the UN vehicle. They formed a blockade around it and started to attack it.